2010 IEEE International Symposium on Proceedings

(ISIT 2010)

Austin, Texas, USA

13 – 18 June 2010

Pages 1-908

IEEE Catalog Number: CFP10SIF-PRT ISBN: 978-1-4244-7890-3

1/3 TABLE OF CONTENTS

Plenary Sessions Monday 8:30 – 9:30 — Completely Random Measures for Bayesian Nonparametrics...... xlv Michael I. Jordan

Tuesday 8:30 – 9:30 — Coding for Noisy Networks...... xlv

Wednesday 8:30 – 9:30 — THE AUDACITY OF THROUGHPUT – A Trilogy of Rates –...... xlv Anthony Ephremides

Thursday 8:30 – 9:30 — Musing upon Information Theory...... xliv

Friday 8:30 – 9:30 — Can Structure Beat Shannon? — The Secrets of Lattice-codes...... xlv Ram Zamir

S-Mo-1: MULTI-TERMINAL SOURCE CODING S-Mo-1.1: UNIVERSAL SOURCE CODING FOR MULTIPLE DECODERS WITH SIDE ...... 1 INFORMATION Shigeaki Kuzuoka, Akisato Kimura, Tomohiko Uyematsu S-Mo-1.2: ROBUST MULTIRESOLUTION CODING WITH HAMMING DISTORTION ...... 6 MEASURE Jun Chen, Sorina Dumitrescu, Ying Zhang, Jia Wang S-Mo-1.3: ON ZERO-ERROR SOURCE CODING WITH FEEDBACK...... 11 Mayank Bakshi, Michelle Effros S-Mo-1.4: RATE DISTORTION WITH SIDE-INFORMATION AT MANY RECEIVERS...... 16 Roy Timo, Terence Chan, Alex Grant

S-Mo-2: GAUSSIAN MULTI-TERMINAL SOURCE CODING I S-Mo-2.1: THE GENERALIZED QUADRATIC GAUSSIAN CEO PROBLEM: NEW CASES ...... 21 WITH TIGHT RATE REGION AND APPLICATIONS Yang Yang, Yifu Zhang, Zixiang Xiong S-Mo-2.2: SUM RATE OF THE VACATIONING CEO PROBLEM...... 26 Rajiv Soundararajan, Aaron Wagner, Sriram Vishwanath S-Mo-2.3: CASCADE AND TRIANGULAR SOURCE CODING WITH SIDE INFORMATION AT ...... 31 THE FIRST TWO NODES Haim Permuter, Tsachy Weissman S-Mo-2.4: ON THE EXCESS DISTORTION EXPONENT OF THE QUADRATIC-GAUSSIAN ...... 36 WYNER-ZIV PROBLEM Yuval Kochman, Gregory W. Wornell

S-Mo-3: GAUSSIAN MULTI-TERMINAL SOURCE CODING II S-Mo-3.1: ON THE SUM-RATE LOSS OF QUADRATIC GAUSSIAN MULTITERMINAL ...... 41 SOURCE CODING Yang Yang, Yifu Zhang, Zixiang Xiong

vii S-Mo-3.2: ON THE SUM RATE OF VECTOR GAUSSIAN MULTITERMINAL SOURCE ...... 46 CODING Jia Wang, Jun Chen S-Mo-3.3: DISTRIBUTED SOURCE CODING OF CORRELATED MEMORYLESS GAUSSIAN ...... 51 OBSERVATIONS Yasutada Oohama S-Mo-3.4: RATE REGION OF THE GAUSSIAN SCALAR-HELP-VECTOR SOURCE-CODING ...... 56 PROBLEM Md Saifur Rahman, Aaron Wagner

S-Mo-4: RATE-DISTORTION THEORY S-Mo-4.1: INTERACTION STRICTLY IMPROVES THE WYNER-ZIV RATE-DISTORTION ...... 61 FUNCTION Nan Ma, Prakash Ishwar S-Mo-4.2: ON THE RATE DISTORTION FUNCTION OF BERNOULLI GAUSSIAN ...... 66 SEQUENCES Cheng Chang S-Mo-4.3: ON THE PHYSICS OF RATE-DISTORTION THEORY...... 71 Neri Merhav S-Mo-4.4: IMPROVED UPPER BOUNDS TO THE CAUSAL QUADRATIC RATE-DISTORTION ...... 76 FUNCTION FOR GAUSSIAN STATIONARY SOURCES Milan Derpich, Jan Ostergaard

S-Tu-1: SOURCE CODING UNDER CONSTRAINTS S-Tu-1.1: ON OPTIMAL CAUSAL CODING OF PARTIALLY OBSERVED MARKOV SOURCES ...... 81 UNDER CLASSICAL AND NON-CLASSICAL INFORMATION STRUCTURES Serdar Yuksel S-Tu-1.2: STRUCTURE THEOREM FOR REAL-TIME VARIABLE-RATE LOSSY SOURCE ...... 86 ENCODERS AND MEMORY-LIMITED DECODERS WITH SIDE INFORMATION Yonatan Kaspi, Neri Merhav S-Tu-1.3: SOURCE CODING WITH SIDE INFORMATION USING LIST DECODING...... 91 Mortuza Ali, Margreta Kuijper S-Tu-1.4: SOURCE CODING WITH FEEDFORWARD USING THE POSTERIOR ...... 96 MATCHING SCHEME Hani-James Ebeid, Todd Coleman

S-Tu-2: CODING FOR SOURCES I S-Tu-2.1: ASYMPTOTIC OPTIMALITY OF ANTIDICTIONARY CODES...... 101 Takahiro Ota, Hiroyoshi Morita S-Tu-2.2: FRACTAL COMPRESSION RATE CURVES IN LOSSLESS COMPRESSION OF ...... 106 BALANCED TREES Sang-Youn Oh, John Kieffer S-Tu-2.3: LOCAL COORDINATES OF A TRELLIS SOURCE CODE...... 111 John Kieffer, John Marcos S-Tu-2.4: CASES WHERE FINDING THE MINIMUM ENTROPY COLORING OF A ...... 116 CHARACTERISTIC GRAPH IS A POLYNOMIAL TIME PROBLEM Soheil Feizi, Muriel Medard

viii S-Tu-3: CODING FOR SOURCES II S-Tu-3.1: ON THE ERROR EXPONENT TO REDUNDANCY RATIO OF INTERACTIVE ...... 121 ENCODING AND DECODING Jin Meng, En-Hui Yang S-Tu-3.2: ON THE ACHIEVABLE REDUNDANCY RATE OF FIXED LENGTH SOURCE ...... 126 CODE FOR GENERAL SOURCES Mitsuharu Arimura, Ken-Ichi Iwata S-Tu-3.3: ON THE OVERFLOW PROBABILITY OF LOSSLESS CODES WITH SIDE ...... 131 INFORMATION Ryo Nomura, Toshiyasu Matsushima

S-Tu-4: JOINT SOURCE-CHANNEL CODING S-Tu-4.1: A TIGHT BOUND ON THE PERFORMANCE OF A MINIMAL DELAY JOINT ...... 136 SOURCE-CHANNEL CODING SCHEME Marius Kleiner, Bixio Rimoldi S-Tu-4.2: ON OPTIMALITY OF A HYBRID DIGITAL/ANALOG SCHEME FOR WYNER-ZIV ...... 141 CODING OVER BROADCAST CHANNELS Yang Gao, Ertem Tuncel S-Tu-4.3: THE ACHIEVABLE DISTORTION REGION OF BIVARIATE GAUSSIAN SOURCE ...... 146 ON GAUSSIAN BROADCAST CHANNEL Chao Tian, Suhas Diggavi, (Shitz) S-Tu-4.4: DISTRIBUTED SIGNAL CANCELATION INSPIRED BY WITSENHAUSEN’S ...... 151 COUNTEREXAMPLE Pulkit Grover, Anant Sahai S-Tu-4.5: DISTORTION EXPONENTS OF TWO-WAY RELAYING COOPERATIVE ...... 156 NETWORKS Jing Wang, Jie Liang

S-We-2: CODING FOR SOURCE NETWORKS I S-We-2.1: EXACT-REPAIR MDS CODES FOR DISTRIBUTED STORAGE USING ...... 161 INTERFERENCE ALIGNMENT Changho Suh, Kannan Ramchandran S-We-2.2: INTERFERENCE NEUTRALIZATION IN DISTRIBUTED LOSSY SOURCE ...... 166 CODING Mohammad Ali Maddah-Ali, S-We-2.3: HAMMING CODING FOR MULTIPLE SOURCES...... 171 Rick Ma, Samuel Cheng S-We-2.4: TWO-WAY SOURCE CODING THROUGH A RELAY...... 176 Han-I Su, Abbas El Gamal

S-Th-1: CODING FOR SOURCE NETWORKS II S-Th-1.1: OPTIMAL MULTIRESOLUTION QUANTIZATION FOR BROADCAST CHANNELS ...... 181 WITH RANDOM INDEX ASSIGNMENT Fei Teng, En-Hui Yang, Xiang Yu S-Th-1.2: UNIVERSAL SLEPIAN-WOLF SOURCE CODES USING LOW-DENSITY ...... 186 PARITY-CHECK MATRICES Tetsunao Matsuta, Tomohiko Uyematsu, Ryutaroh Matsumoto S-Th-1.3: IDENTIFICATION AND LOSSY RECONSTRUCTION IN NOISY DATABASES...... 191 Ertem Tuncel, Deniz Gunduz ix S-Th-1.4: ON THE MEMORY REQUIRED TO COMPUTE FUNCTIONS OF STREAMING ...... 196 DATA Krishnamurthy Viswanathan

S-Th-2: CAPACITY S-Th-2.1: THE CAPACITY OF THE UNIFORM NOISE REWRITABLE CHANNEL WITH ...... 201 AVERAGE COST Luis A. Lastras-Montaño, Michele M. Franceschini, Thomas Mittelholzer S-Th-2.2: A FOKKER-PLANCK DIFFERENTIAL EQUATION APPROACH FOR THE ...... 206 ZERO-DISPERSION OPTICAL FIBER CHANNEL Mansoor Isvand Yousefi, Frank Kschischang S-Th-2.3: ONE-SHOT CAPACITY OF DISCRETE CHANNELS...... 211 Rui A. Costa, Michael Langberg, João Barros

S-Th-3: FEEDBACK AND CAPACITY S-Th-3.1: ON REVERSIBLE MARKOV CHAINS AND MAXIMIZATION OF DIRECTED ...... 216 INFORMATION Siva K. Gorantla, Todd Coleman S-Th-3.2: MINIMUM ENERGY TO SEND K BITS WITH AND WITHOUT FEEDBACK...... 221 Yury Polyanskiy, H. Vincent Poor, Sergio Verdu S-Th-3.3: ON THE ACHIEVABLE RATE OF THE ADDITIVE GAUSSIAN NOISE CHANNEL ...... 226 WITH NOISY FEEDBACK Jaesang Ham, David Love S-Th-3.4: VARIABLE-LENGTH CODING WITH FEEDBACK IN THE NON-ASYMPTOTIC ...... 231 REGIME Yury Polyanskiy, H. Vincent Poor, Sergio Verdu

S-Th-4: FEEDBACK AND RELIABILITY S-Th-4.1: OPPORTUNISTIC CAPACITY AND ERROR EXPONENT REGIONS FOR ...... 236 COMPOUND CHANNEL WITH FEEDBACK Aditya Mahajan, Sekhar Tatikonda S-Th-4.2: BIT-WISE UNEQUAL ERROR PROTECTION FOR VARIABLE LENGTH ...... 241 BLOCK-CODES WITH FEEDBACK Siva K. Gorantla, Baris Nakiboglu, Todd Coleman, Lizhong Zheng S-Th-4.3: AN UPPER BOUND FOR THE BLOCK CODING ERROR EXPONENT WITH ...... 246 DELAYED FEEDBACK Hari Palaiyanur, Anant Sahai S-Th-4.4: SPHERE-PACKING BOUND BLOCK-CODES WITH FEEDBACK AND FINITE ...... 251 MEMORY Giacomo Como, Baris Nakiboglu S-Th-4.5: ON THE AWGN CHANNEL WITH NOISY FEEDBACK AND PEAK ENERGY ...... 256 CONSTRAINT Yu Xiang, Young-Han Kim

S-Fr-1: RELIABILITY AND CAPACITY S-Fr-1.1: EXACT RANDOM CODING EXPONENTS FOR ERASURE DECODING...... 260 Anelia Somekh-Baruch, Neri Merhav

x S-Fr-1.2: MODERATE DEVIATION ANALYSIS OF CHANNEL CODING: DISCRETE ...... 265 MEMORYLESS CASE Yucel Altug, Aaron Wagner S-Fr-1.3: ACHIEVABLE ERROR EXPONENT OF CHANNEL CODING IN RANDOM ACCESS ...... 270 COMMUNICATION Zheng Wang, Jie Luo S-Fr-1.4: LEAST SQUARES SUPERPOSITION CODES OF MODERATE DICTIONARY SIZE, ...... 275 RELIABLE AT RATES UP TO CAPACITY. Andrew Barron, Antony Joseph

S-Fr-2: ASYNCHRONISM AND ADVERSARIES S-Fr-2.1: ASYNCHRONOUS CAPACITY PER UNIT COST...... 280 Venkat Chandar, Aslan Tchamkerten, David Tse S-Fr-2.2: CODING AGAINST DELAYED ADVERSARIES...... 285 Bikash Kumar Dey, Sidharth Jaggi, Michael Langberg, Anand Sarwate S-Fr-2.3: ON THE DETERMINISTIC CODE CAPACITY REGION OF AN ARBITRARILY ...... 290 VARYING MULTIPLE-ACCESS CHANNEL UNDER LIST DECODING Sirin Nitinawarat S-Fr-2.4: THE ARBITRARILY VARYING CHANNEL WHEN THE JAMMER KNOWS THE ...... 295 CHANNEL INPUT Ning Cai, Terence Chan, Alex Grant

S-Fr-3: GAUSSIAN CAPACITY S-Fr-3.1: MUTUAL INFORMATION OF IID COMPLEX GAUSSIAN SIGNALS ON BLOCK ...... 300 RAYLEIGH-FADED CHANNELS Fredrik Rusek, Angel Lozano, Nihar Jindal S-Fr-3.2: AEP OF OUTPUT WHEN RATE IS ABOVE CAPACITY: THE GAUSSIAN CASE...... 305 Xiugang Wu, Liang-Liang Xie S-Fr-3.3: GAUSSIAN CAUSAL DIRTY PAPER CAPACITY IS AT MOST ...... 310 $\LOG\LEFT(1+\FRAC{\SNR}{E}\RIGHT)$ Mustafa Kesal, Uri Erez S-Fr-3.4: TOWARD FAST RELIABLE COMMUNICATION AT RATES NEAR CAPACITY WITH ...... 315 GAUSSIAN NOISE Andrew Barron, Antony Joseph

S-Fr-4: WIRELESS CAPACITY RESULTS S-Fr-4.1: THE SIMO PRE-LOG CAN BE LARGER THAN THE SISO PRE-LOG...... 320 Veniamin I. Morgenshtern, Giuseppe Durisi, Helmut Bölcskei S-Fr-4.2: ERROR RATES OF CAPACITY-ACHIEVING CODES ARE CONVEX...... 325 Sergey Loyka, Francois Gagnon, Victoria Kostina

M-Mo-1: INTERFERENCE CHANNELS M-Mo-1.1: ON THE CAPACITY REGION OF THE POISSON INTERFERENCE CHANNELS...... 330 Lifeng Lai, Yingbin Liang, Shlomo Shamai (Shitz) M-Mo-1.2: SUM CAPACITY OF GENERAL DETERMINISTIC INTERFERENCE CHANNEL ...... 335 WITH CHANNEL OUTPUT FEEDBACK Achaleshwar Sahai, Vaneet Aggarwal, Melda Yuksel, Ashutosh Sabharwal

xi M-Mo-1.3: INTERFERENCE DECODING FOR DETERMINISTIC CHANNELS...... 340 Bernd Bandemer, Abbas El Gamal M-Mo-1.4: COMMUNICATING CORRELATED SOURCES OVER INTERFERENCE ...... 345 CHANNELS: THE LOSSY CASE Wei Liu, Biao Chen

M-Mo-2: GAUSSIAN INTERFERENCE CHANNELS M-Mo-2.1: ON THE CAPACITY REGION OF FADING Z-INTERFERENCE CHANNELS ...... 350 WITHOUT CSIT Yan Zhu, Dongning Guo M-Mo-2.2: LAYERED INTERFERENCE ALIGNMENT: ACHIEVING THE TOTAL DOF OF ...... 355 MIMO X-CHANNELS Seyyed Hassan Mahboubi, Abolfazl Seyed Motahari, Amir Keyvan Khandani M-Mo-2.3: INTERFERENCE ALIGNMENT FOR THE $K$ USER MIMO INTERFERENCE ...... 360 CHANNEL Akbar Ghasemi, Abolfazl Seyed Motahari, Amir Keyvan Khandani M-Mo-2.4: COORDINATION AND BARGAINING OVER THE GAUSSIAN INTERFERENCE ...... 365 CHANNEL Xi Liu, Elza Erkip

M-Mo-3: INTERFERENCE WITH TRANSMITTER COOPERATION M-Mo-3.1: ZERO-FORCING FOR THE SYMMETRIC INTERFERENCE CHANNEL WITH ...... 370 CONFERENCING ENCODERS Hossein Bagheri, Abolfazl Seyed Motahari, Amir Keyvan Khandani M-Mo-3.2: INTERFERENCE CHANNELS WITH HALF DUPLEX SOURCE COOPERATION...... 375 Rui Wu, Vinod Prabhakaran, Pramod Viswanath M-Mo-3.3: INTERFERENCE MITIGATION THROUGH LIMITED TRANSMITTER ...... 380 COOPERATION I-Hsiang Wang, David Tse M-Mo-3.4: DEGREES OF FREEDOM OF THE K-USER INTERFERENCE CHANNEL WITH ...... 385 TRANSMITTER COOPERATION V. Sreekanth Annapureddy, Aly El Gamal, Venugopal Veeravalli

M-Mo-4: INTERFERENCE WITH RELAYS M-Mo-4.1: RELAY-AIDED INTERFERENCE ALIGNMENT: FEASIBILITY CONDITIONS AND ...... 390 ALGORITHM Haishi Ning, Cong Ling, Kin K. Leung M-Mo-4.2: INTERFERENCE CHANNEL WITH A HALF-DUPLEX OUT-OF-BAND RELAY...... 395 Onur Sahin, Osvaldo Simeone, Elza Erkip M-Mo-4.3: THE ERGODIC FADING INTERFERENCE CHANNEL WITH AN ON-AND-OFF ...... 400 RELAY Ye Tian, Aylin Yener M-Mo-4.4: RELAY-AIDED INTERFERENCE ALIGNMENT FOR THE QUASI-STATIC ...... 405 INTERFERENCE CHANNEL Behzad Nourani, Abolfazl Seyed Motahari, Amir Keyvan Khandani

xii M-Tu-1: INTERFERENCE IN NETWORKS M-Tu-1.1: ASYMPTOTIC SUM-CAPACITY OF RANDOM GAUSSIAN INTERFERENCE ...... 410 NETWORKS USING INTERFERENCE ALIGNMENT Matthew Aldridge, Oliver Johnson, Robert Piechocki M-Tu-1.2: NORMALIZED SUM-CAPACITY OF INTERFERENCE NETWORKS WITH ...... 415 PARTIAL INFORMATION Vaneet Aggarwal, Amir Salman Avestimehr, Ashutosh Sabharwal M-Tu-1.3: ON THE ACHIEVABLE RATES IN DECENTRALIZED NETWORKS WITH ...... 420 RANDOMIZED MASKING Kamyar Moshksar, Amir Keyvan Khandani M-Tu-1.4: CAPACITY BOUNDS ON MULTI-PAIR TWO-WAY COMMUNICATION WITH A ...... 425 BASE-STATION AIDED BY A RELAY Sang Joon Kim, Besma Smida, Natasha Devroye

M-Tu-2: COGNITION AND FEEDBACK IN GAUSSIAN NETWORKS M-Tu-2.1: LINEAR SUM CAPACITY FOR GAUSSIAN MULTIPLE ACCESS CHANNEL WITH ...... 430 FEEDBACK Ehsan Ardestanizadeh, Michèle Wigger, Young-Han Kim, Tara Javidi M-Tu-2.2: ON ACHIEVABLE RATE REGIONS FOR HALF-DUPLEX CAUSAL COGNITIVE ...... 435 RADIO CHANNELS Debdeep Chatterjee, Tan Wong, Ozgur Oyman M-Tu-2.3: THE DEGREES OF FREEDOM REGION OF THE MIMO COGNITIVE ...... 440 INTERFERENCE CHANNEL WITH NO CSIT Chinmay Vaze, Mahesh Varanasi M-Tu-2.4: ON THE ACHIEVABLE RATE REGIONS FOR A CLASS OF COGNITIVE RADIO ...... 445 CHANNELS: INTERFERENCE CHANNEL WITH DEGRADED MESSAGE SETS WITH UNIDIRECTIONAL DESTINATION COOPERATION Hsuan-Yi Chu

M-Tu-3: NETWORKS WITH FEEDBACK M-Tu-3.1: AN ACHIEVABLE REGION FOR THE DISCRETE MEMORYLESS BROADCAST ...... 450 CHANNEL WITH FEEDBACK Ofer Shayevitz, Michèle Wigger M-Tu-3.2: ACHIEVABLE RATES FOR THE BROADCAST CHANNEL WITH FEEDBACK...... 455 Ramji Venkataramanan, S. Sandeep Pradhan M-Tu-3.3: THE TWO-USER DETERMINISTIC INTERFERENCE CHANNEL WITH ...... 460 RATE-LIMITED FEEDBACK Alireza Vahid, Amir Salman Avestimehr M-Tu-3.4: THE DISCRETE MEMORYLESS INTERFERENCE CHANNEL WITH ...... 465 ONE-SIDED GENERALIZED FEEDBACK Shraga Bross, Yossef Steinberg, Stephane Tinguely

M-Tu-4: MULTIPLE ACCESS M-Tu-4.1: ON THE CAPACITY REGION OF A MULTIPLE ACCESS CHANNEL WITH ...... 470 COMMON MESSAGES Deniz Gunduz, Osvaldo Simeone M-Tu-4.2: COSET CODES FOR MULTIPLE ACCESS CHANNELS WITH COMMON ...... 475 INFORMATION BASED ON LDPC CODES Hideki Yagi, H. Vincent Poor

xiii M-Tu-4.3: THE MULTIPLE ACCESS CHANNEL WITH TWO INDEPENDENT STATES EACH ...... 480 KNOWN CAUSALLY TO ONE ENCODER Amos Lapidoth, Yossef Steinberg M-Tu-4.4: THE CAPACITY REGION OF FADING MULTIPLE ACCESS CHANNELS WITH ...... 485 COOPERATIVE ENCODERS AND PARTIAL CSIT Ali Haghi, Reza Khosravi-Farsani, Mohammad Reza Aref, Farokh Marvasti M-Tu-4.5: SCHEDULING JOBS WITH HARD DEADLINES OVER MULTIPLE ACCESS AND ...... 490 DEGRADED BROADCAST CHANNELS Dinkar Vasudevan, Vijay Subramanian, Douglas Leith

M-We-2: CAPACITY PROBLEMS IN NETWORKS M-We-2.1: OPTIMALITY AND APPROXIMATE OPTIMALITY OF SOURCE-CHANNEL ...... 495 SEPARATION IN NETWORKS Chao Tian, Jun Chen, Suhas Diggavi, Shlomo Shamai (Shitz) M-We-2.2: ON THE SEPARATION OF LOSSY SOURCE-NETWORK CODING AND ...... 500 CHANNEL CODING IN WIRELINE NETWORKS Shirin Jalali, Michelle Effros M-We-2.3: ON THE OPTIMALITY OF MULTI-HOP COMMUNICATION IN LARGE ...... 505 WIRELESS NETWORKS Urs Niesen, Piyush Gupta, David Tse M-We-2.4: MULTI-HOP ROUTING IS ORDER-OPTIMAL IN UNDERWATER EXTENDED ...... 510 NETWORKS Won-Yong Shin, Daniel E. Lucani, Muriel Medard, Milica Stojanovic, Vahid Tarokh M-We-2.5: CAPACITY OF A CLASS OF TREE NETWORKS...... 515 Si-Hyeon Lee, Sae-Young Chung

M-Th-1: DUALITIES AND TYPICALITY M-Th-1.1: TYPICALITY GRAPHS AND THEIR PROPERTIES...... 520 Ali Nazari, Dinesh Krithivasan, Sandeep Pradhan, Achilleas Anastasopoulos, Ramji Venkataramanan M-Th-1.2: ON DUALITY RELATIONS FOR THE DISCRETE MEMORYLESS MULTIPLE ...... 525 ACCESS AND BROADCAST CHANNEL Jörg Bühler, Gerhard Wunder M-Th-1.3: OPERATIONAL DUALITY BETWEEN GELFAND-PINSKER AND WYNER-ZIV ...... 530 CODING Ankit Gupta, Sergio Verdu M-Th-1.4: ON MMSE PROPERTIES AND I-MMSE IMPLICATIONS IN PARALLEL MIMO ...... 535 GAUSSIAN CHANNELS Ronit Bustin, Miquel Payar´o, Daniel P. Palomar, Shlomo Shamai (Shitz)

M-Th-2: BROADCAST I M-Th-2.1: ON AN OUTER BOUND AND AN INNER BOUND FOR THE GENERAL ...... 540 BROADCAST CHANNEL Amin Gohari, Abbas El Gamal, Venkat Anantharam M-Th-2.2: ON BROADCAST CHANNELS WITH BINARY INPUTS AND SYMMETRIC ...... 545 OUTPUTS Yanlin Geng, Chandra Nair, Shlomo Shamai (Shitz), Zizhou Wang M-Th-2.3: AN INFORMATION INEQUALITY AND EVALUATION OF MARTON’S INNER ...... 550 BOUND FOR BINARY INPUT BROADCAST CHANNELS Chandra Nair, Zizhou Wang, Yanlin Geng

xiv M-Th-2.4: SECURE-BROADCAST CODES OVER LINEAR-DETERMINISTIC CHANNELS...... 555 Ashish Khisti, Danilo Silva, Frank Kschischang

M-Th-3: BROADCAST II M-Th-3.1: THE CAPACITY REGION OF A PRODUCT OF TWO UNMATCHED GAUSSIAN ...... 560 BROADCAST CHANNELS WITH THREE PARTICULAR MESSAGES AND A COMMON MESSAGE Ramy Gohary, Timothy Davidson M-Th-3.2: ON GAUSSIAN MIMO BROADCAST CHANNELS WITH COMMON AND PRIVATE ...... 565 MESSAGES Ersen Ekrem, Sennur Ulukus M-Th-3.3: TOWARD COMPUTING THE CAPACITY REGION OF DEGRADED BROADCAST ...... 570 CHANNEL Kensuke Yasui, Toshiyasu Matsushima M-Th-3.4: CONSTRUCTION OF BROADCAST CHANNEL CODE BASED ON HASH ...... 575 PROPERTY Jun Muramatsu, Shigeki Miyake

M-Th-4: BROADCAST NETWORKS M-Th-4.1: CAPACITY BOUNDS FOR NETWORKS OF BROADCAST CHANNELS...... 580 Michelle Effros M-Th-4.2: PARALLEL RELAY BROADCAST CHANNELS...... 585 Liang Chen M-Th-4.3: CAPACITY OF A CLASS OF BROADCAST RELAY CHANNELS...... 590 Arash Behboodi, Pablo Piantanida M-Th-4.4: THE CAPACITY REGION OF A CLASS OF BROADCAST CHANNELS WITH A ...... 595 SEQUENCE OF LESS NOISY RECEIVERS Zizhou Wang, Chandra Nair M-Th-4.5: AN OUTER BOUND ON THE CAPACITY REGION OF ...... 599 BROADCAST-RELAY-CHANNEL Sadaf Salehkalaibar, Leila Ghabeli, Mohammad Reza Aref

M-Fr-1: GAUSSIAN NETWORKS M-Fr-1.1: MULTI-SOURCE NOISY NETWORK CODING...... 604 Sung Hoon Lim, Young-Han Kim, Abbas El Gamal, Sae-Young Chung M-Fr-1.2: OUTAGE CAPACITY OF THE BROADCAST CHANNEL IN THE LOW POWER ...... 609 REGIME Momin Uppal, Anders Host-Madsen, Zixiang Xiong M-Fr-1.3: ON THE WEIGHTED SUM-RATE CAPACITY OF BROADCAST CHANNELS THAT ...... 614 GENERATE INTERFERENCE Xiaohu Shang, H. Vincent Poor M-Fr-1.4: INTERFERENCE ALIGNMENT UNDER LIMITED FEEDBACK FOR MIMO ...... 619 INTERFERENCE CHANNELS Rajesh T. Krishnamachari, Mahesh K. Varanasi

M-Fr-2: NETWORKS WITH STATES M-Fr-2.1: ON THE CAPACITY OF COMPOUND STATE-DEPENDENT CHANNELS WITH ...... 624 STATES KNOWN AT THE TRANSMITTER Pablo Piantanida, Shlomo Shamai (Shitz)

xv M-Fr-2.2: SOURCE AND CHANNEL CODING WITH ACTION-DEPENDENT PARTIALLY ...... 629 KNOWN TWO-SIDED STATE INFORMATION Kittipong Kittichokechai, Tobias J. Oechtering, Mikael Skoglund, Ragnar Thobaben M-Fr-2.3: STATE-DEPENDENT RELAY CHANNEL WITH PRIVATE MESSAGES WITH ...... 634 PARTIAL CAUSAL AND NON-CAUSAL CHANNEL STATE INFORMATION Bahareh Akhbari, Mahtab Mirmohseni, Mohammad Reza Aref M-Fr-2.4: BOUNDS ON THE CAPACITY OF THE RELAY CHANNEL WITH NONCAUSAL ...... 639 STATE INFORMATION AT SOURCE Abdellatif Zaidi, Shlomo Shamai (Shitz), Pablo Piantanida, Luc Vandendorpe

M-Fr-3: RELAY NETWORKS M-Fr-3.1: DIAMOND CHANNEL WITH PARTIALLY SEPARATED RELAYS...... 644 Ravi Tandon, Sennur Ulukus M-Fr-3.2: ON THE CAPACITY OF THE HALF-DUPLEX DIAMOND CHANNEL...... 649 Hossein Bagheri, Abolfazl Seyed Motahari, Amir Keyvan Khandani M-Fr-3.3: THE BINARY-SYMMETRIC PARALLEL-RELAY NETWORK...... 654 Lawrence Ong, Sarah J. Johnson, Christopher M. Kellett M-Fr-3.4: ON ACHIEVABLE RATES FOR RELAY NETWORKS BASED ON PARTIAL ...... 659 DECODE-AND-FORWARD Leila Ghabeli, Mohammad Reza Aref

M-Fr-4: GAUSSIAN RELAY CHANNELS M-Fr-4.1: CAPACITY THEOREMS FOR THE AWGN MULTI-WAY RELAY CHANNEL...... 664 Lawrence Ong, Christopher M. Kellett, Sarah J. Johnson M-Fr-4.2: APPROXIMATELY ACHIEVING GAUSSIAN RELAY NETWORK CAPACITY WITH ...... 669 LATTICE CODES Ayfer Ozgur, Suhas Diggavi M-Fr-4.3: MULTIPLEXING GAIN OF AMPLIFY-FORWARD RELAYING IN WIRELESS ...... 674 MULTI-ANTENNA RELAY NETWORKS Shahab Oveis Gharan, Amir Keyvan Khandani M-Fr-4.4: ON THE NON-COHERENT WIDEBAND MULTIPATH FADING RELAY CHANNEL...... 679 Nadia Fawaz, Muriel Medard

C-Mo-1: ANALYSIS OF LDPC CODES I C-Mo-1.1: THRESHOLD SATURATION VIA SPATIAL COUPLING: WHY CONVOLUTIONAL ...... 684 LDPC ENSEMBLES PERFORM SO WELL OVER THE BEC Shrinivas Kudekar, Tom Richardson, Ruediger Urbanke C-Mo-1.2: ON UNIVERSAL LDPC CODE ENSEMBLES...... 689 Igal Sason, Boaz Shuval C-Mo-1.3: EXIT CHART APPROXIMATIONS USING THE ROLE MODEL APPROACH...... 694 Jossy Sayir C-Mo-1.4: CHANNELS WITH BOTH RANDOM ERRORS AND BURST ERASURES: ...... 699 CAPACITIES, LDPC CODE THRESHOLDS, AND CODE PERFORMANCES Kan Li, Aleksandar Kavcic, Raman Venkataramani, Fatih Erden

xvi C-Mo-2: ANALYSIS OF LDPC CODES II C-Mo-2.1: CONNECTING THE BETHE ENTROPY AND THE EDGE ZETA FUNCTION OF ...... 704 A CYCLE CODE Pascal Vontobel C-Mo-2.2: ON THE THRESHOLDS OF GENERALIZED LDPC CONVOLUTIONAL CODES ...... 709 BASED ON PROTOGRAPHS Michael Lentmaier, Gerhard Fettweis C-Mo-2.3: FINITE-LENGTH SCALING OF NON-BINARY (C,D) LDPC CODES FOR THE ...... 714 BEC Iryna Andriyanova, Kenta Kasai C-Mo-2.4: ON THE TYPICAL MINIMUM DISTANCE OF PROTOGRAPH-BASED ...... 719 GENERALIZED LDPC CODES Shadi Abu-Surra, Dariush Divsalar, William Ryan

C-Mo-3: ERROR FLOOR ANALYSIS C-Mo-3.1: LOWERING THE ERROR FLOOR OF LDPC CODES USING CYCLIC ...... 724 LIFTINGS Reza Asvadi, Amir H. Banihashemi, Mahmoud Ahmadian-Attari C-Mo-3.2: ERROR FLOORS OF NON-BINARY LDPC CODES...... 729 Takayuki Nozaki, Kenta Kasai, Kohichi Sakaniwa C-Mo-3.3: ERROR FLOOR ANALYSIS IN LDGM CODES...... 734 Kejing Liu, Javier Garcia-Frias C-Mo-3.4: EXHAUSTIVE SEARCH FOR SMALL FULLY ABSORBING SETS AND THE ...... 739 CORRESPONDING LOW ERROR-FLOOR DECODER Gyu Bum Kyung, Chih-Chun Wang

C-Mo-4: LP DECODING AND PSEUDOCODEWORDS C-Mo-4.1: LP DECODING OF REGULAR LDPC CODES IN MEMORYLESS CHANNELS...... 744 Nissim Halabi, Guy Even C-Mo-4.2: THE LIMITS OF ERROR CORRECTION WITH LP DECODING...... 749 Meng Wang, Weiyu Xu, Ao Tang C-Mo-4.3: ON THE JOINT DECODING OF LDPC CODES AND FINITE-STATE CHANNELS ...... 754 VIA LINEAR PROGRAMMING Byung-Hak Kim, Henry Pfister C-Mo-4.4: ON THE PSEUDOCODEWORD REDUNDANCY...... 759 Jens Zumbragel, Mark F. Flanagan, Vitaly Skachek C-Mo-4.5: ON MINIMAL PSEUDO-CODEWORDS...... 764 Roxana Smarandache

C-Tu-1: DECODING I C-Tu-1.1: MULTILEVEL DECODERS SURPASSING BELIEF PROPAGATION ON THE ...... 769 BINARY SYMMETRIC CHANNEL Shiva Kumar Planjery, David Declercq, Shashi Kiran Chilappagari, Bane Vasic C-Tu-1.2: IMPROVED ADAPTIVE BELIEF PROPAGATION DECODING USING ...... 774 EDGE-LOCAL COMPLEMENTATION Joakim Grahl Knudsen, Constanza Riera, Lars Eirik Danielsen, Matthew G. Parker, Eirik Rosnes C-Tu-1.3: MULTITREE DECODING AND MULTITREE-AIDED LDPC DECODING...... 779 Maja Ostojic, Hans-Andrea Loeliger

xvii C-Tu-1.4: LDPC CODES WITH FIXED INITIALIZATION DECODING OVER BINARY ...... 784 SYMMETRIC CHANNEL Manabu Hagiwara, Marc Fossorier, Hideki Imai

C-Tu-2: DECODING II C-Tu-2.1: DECODING OF LDPC CONVOLUTIONAL CODES WITH RATIONAL ...... 789 PARITY-CHECK MATRICES FROM A NEW GRAPHICAL PERSPECTIVE Jian-Jia Weng, Chih-Chieh Lai, Chung-Hsuan Wang C-Tu-2.2: A LOW-COMPLEXITY JOINT DETECTION-DECODING ALGORITHM FOR ...... 794 NONBINARY LDPC-CODED MODULATION SYSTEMS Xuepeng Wang, Baoming Bai, Xiao Ma C-Tu-2.3: TREE-STRUCTURE EXPECTATION PROPAGATION FOR DECODING LDPC ...... 799 CODES OVER BINARY ERASURE CHANNELS Pablo M. Olmos, Juan José Murillo-Fuentes, Fernando Pérez-Cruz C-Tu-2.4: LINEAR ESTIMATE-BASED LOOK-AHEAD PATH METRIC FOR EFFICIENT ...... 804 SOFT-INPUT SOFT-OUTPUT TREE DETECTION Jun Won Choi, Byonghyo Shim, Andrew Singer

C-Tu-3: CONSTRUCTION OF LDPC CODES I C-Tu-3.1: ON DISTANCE PROPERTIES OF QUASI-CYCLIC PROTOGRAPH-BASED LDPC ...... 809 CODES Brian K Butler, Paul Siegel C-Tu-3.2: CIRCULANT ARRAYS: RANK ANALYSIS AND CONSTRUCTION OF ...... 814 QUASI-CYCLIC LDPC CODES Li Zhang, Shu Lin, Khaled Abdel-Ghaffar, Bo Zhou C-Tu-3.3: NEW LOW-DENSITY PARITY-CHECK CODES WITH LARGE GIRTH BASED ON ...... 819 HYPERGRAPHS Irina E. Bocharova, Florian Hug, Rolf Johannesson, Boris D. Kudryashov, Roman V. Satyukov C-Tu-3.4: NEW FAMILIES OF LDPC BLOCK CODES FORMED BY TERMINATING ...... 824 IRREGULAR PROTOGRAPH-BASED LDPC CONVOLUTIONAL CODES David Mitchell, Michael Lentmaier, Daniel Costello

C-Tu-4: CONSTRUCTION OF LDPC CODES II C-Tu-4.1: ALGEBRAIC CONSTRUCTIONS OF GRAPH-BASED NESTED CODES FROM ...... 829 PROTOGRAPHS Christine Kelley, Joerg Kliewer C-Tu-4.2: RECURSIVE CONVOLUTIONAL CODES FOR TIME-INVARIANT LDPC ...... 834 CONVOLUTIONAL CODES Eric Roy, Christian Cardinal, David Haccoun C-Tu-4.3: TWO-DIMENSIONAL GENERALIZED REED-SOLOMON CODES: A UNIFIED ...... 839 FRAMEWORK FOR QUASI-CYCLIC LDPC CODES CONSTRUCTED BASED ON FINITE FIELDS Chao Chen, Baoming Bai, Xinmei Wang C-Tu-4.4: RATE-COMPATIBLE NON-BINARY LDPC CODES CONCATENATED WITH ...... 844 MULTIPLICATIVE REPETITION CODES Kenta Kasai, David Declercq, Charly Poulliat, Kohichi Sakaniwa C-Tu-4.5: A NEW CONSTRUCTION OF UEP QC-LDPC CODES...... 849 Chi-Jen Wu, Chung-Hsuan Wang, Chi-Chao Chao

xviii C-We-2: RANK MODULATION CODES C-We-2.1: CODES IN PERMUTATIONS AND ERROR CORRECTION FOR RANK ...... 854 MODULATION Alexander Barg, Arya Mazumdar C-We-2.2: LDPC CODES FOR RANK MODULATION IN FLASH MEMORIES...... 859 Fan Zhang, Henry Pfister, Anxiao (Andrew) Jiang C-We-2.3: PARTIAL RANK MODULATION FOR FLASH MEMORIES...... 864 Zhiying Wang, Jehoshua Bruck C-We-2.4: CONSTANT-WEIGHT GRAY CODES FOR LOCAL RANK MODULATION...... 869 Moshe Schwartz

C-Th-1: ANALYSIS OF POLAR CODES C-Th-1.1: ON THE SCALING OF POLAR CODES: I. THE BEHAVIOR OF POLARIZED ...... 874 CHANNELS S. Hamed Hassani, Ruediger Urbanke C-Th-1.2: ON THE SCALING OF POLAR CODES: II. THE BEHAVIOR OF UN-POLARIZED ...... 879 CHANNELS S. Hamed Hassani, Kasra Alishahi, Ruediger Urbanke C-Th-1.3: AN EMPIRICAL SCALING LAW FOR POLAR CODES...... 884 Satish Babu Korada, Andrea Montanari, Emre Telatar, Ruediger Urbanke C-Th-1.4: REFINED RATE OF CHANNEL POLARIZATION...... 889 Toshiyuki Tanaka, Ryuhei Mori

C-Th-2: POLAR CODES I C-Th-2.1: CHANNEL POLARIZATION ON Q-ARY DISCRETE MEMORYLESS CHANNELS ...... 894 BY ARBITRARY KERNELS Ryuhei Mori, Toshiyuki Tanaka C-Th-2.2: SOURCE POLARIZATION...... 899 Erdal Arikan C-Th-2.3: LOSSLESS SOURCE CODING WITH POLAR CODES...... 904 Harm S. Cronie, Satish Babu Korada C-Th-2.4: POLAR CODES FOR Q-ARY SOURCE CODING...... 909 Mohammad Karzand, Emre Telatar

C-Th-3: POLAR CODES II AND LDPC CODES C-Th-3.1: ACHIEVING THE SECRECY CAPACITY OF WIRETAP CHANNELS USING POLAR ...... 913 CODES Hessam Mahdavifar, Alexander Vardy C-Th-3.2: CONCATENATED POLAR CODES...... 918 Mayank Bakshi, Sidharth Jaggi, Michelle Effros C-Th-3.3: DIRTY PAPER CODING USING SIGN-BIT SHAPING AND LDPC CODES...... 923 Shilpa Gadiraju, Andrew Thangaraj, Srikrishna Bhashyam C-Th-3.4: A PRACTICAL MESSAGE-WISE UNEQUAL ERROR PROTECTION CODING ...... 928 SCHEME Chen Gong, Guosen Yue, Xiaodong Wang

xix C-Th-4: CODING FOR COOPERATION C-Th-4.1: COOPERATIVE COMMUNICATIONS BASED ON TRELLIS PRUNING...... 933 Shashank Maiya, Thomas Fuja C-Th-4.2: BOUNDING OF MAP DECODE AND FORWARD RELAYING...... 938 Ingmar Land, Alexandre Graell i Amat, Lars K. Rasmussen C-Th-4.3: GENERALIZED DISTRIBUTED NETWORK CODING BASED ON NONBINARY ...... 943 LINEAR BLOCK CODES FOR MULTI-USER COOPERATIVE COMMUNICATIONS João Luiz Rebelatto, Bartolomeu F. Uchôa-Filho, Yonghui Li, Branka Vucetic C-Th-4.4: BILAYER PROTOGRAPH CODES FOR HALF-DUPLEX RELAY CHANNELS...... 948 Thuy Nguyen, Aria Nosratinia, Dariush Divsalar C-Th-4.5: A RATELESS CODED PROTOCOL FOR HALF-DUPLEX WIRELESS RELAY ...... 953 CHANNELS Momin Uppal, Guosen Yue, Xiaodong Wang, Zixiang Xiong

C-Fr-1: CODES FOR DATA STORAGE I C-Fr-1.1: DATA-DEPENDENT WRITE CHANNEL MODEL FOR MAGNETIC RECORDING...... 958 Aravind Iyengar, Paul Siegel, C-Fr-1.2: ON SUFfiCIENT CONDITIONS FOR TESTING OPTIMALITY OF CODEWORDS ...... 963 IN ISI CHANNELS Fabian Lim, Aleksandar Kavcic, Marc Fossorier C-Fr-1.3: ALGORITHMS FOR MEMORIES WITH STUCK CELLS...... 968 Luis A. Lastras-Montaño, Ashish Jagmohan, Michele M. Franceschini C-Fr-1.4: REWRITABLE STORAGE CHANNELS WITH LIMITED NUMBER OF REWRITE ...... 973 ITERATIONS Thomas Mittelholzer, Luis A. Lastras-Montaño, Mayank Sharma, Michele M. Franceschini

C-Fr-2: CODES FOR DATA STORAGE II C-Fr-2.1: CODING FOR HIGH-DENSITY MAGNETIC RECORDING...... 978 Arya Mazumdar, Alexander Barg, Navin Kashyap C-Fr-2.2: A NEW ENCODING METHOD FOR INTEGRATED-INTERLEAVED CODES...... 983 Yingquan Wu C-Fr-2.3: CODES FOR SYMBOL-PAIR READ CHANNELS...... 988 Yuval Cassuto, Mario Blaum C-Fr-2.4: ON THE EQUIVALENCE BETWEEN THE B-CODE CONSTRUCTIONS AND ...... 993 PERFECT ONE-FACTORIZATIONS Mingqiang Li, Jiwu Shu

C-Fr-3: INSERTION AND DELETION CHANNELS C-Fr-3.1: TIGHT ASYMPTOTIC BOUNDS FOR THE DELETION CHANNEL WITH SMALL ...... 997 DELETION PROBABILITIES Adam Kalai, Michael Mitzenmacher, Madhu Sudan C-Fr-3.2: ON THE DELETION CHANNEL WITH SMALL DELETION PROBABILITY...... 1002 Yashodhan Kanoria, Andrea Montanari C-Fr-3.3: MARKER CODE OPTIMIZATION AND SYMBOL-LEVEL SYNCHRONIZATION ...... 1007 FOR INSERTION/DELETION CHANNELS Feng Wang, Dario Fertonani, Tolga M. Duman C-Fr-3.4: ON EFFICIENT REPETITION ERROR CORRECTING CODES...... 1012 Luca Tallini, Noha Elarief, Bella Bose xx AC-Mo-1: LATTICE CODES FOR COMMUNICATIONS AC-Mo-1.1: AN ALGEBRAIC APPROACH TO PHYSICAL-LAYER NETWORK CODING...... 1017 Chen Feng, Danilo Silva, Frank Kschischang AC-Mo-1.2: INTEGER-FORCING LINEAR RECEIVERS...... 1022 Jiening Zhan, Bobak Nazer, Uri Erez, Michael Gastpar AC-Mo-1.3: COMPLEX LOW DENSITY LATTICE CODES...... 1027 Yair Yona, Meir Feder AC-Mo-1.4: NEAR-OPTIMUM LOW-COMPLEXITY LATTICE QUANTIZATION...... 1032 Boris D. Kudryashov, Kirill Yurkov

AC-Mo-2: LATTICES AND LATTICE CODES AC-Mo-2.1: THE LIFTING CONSTRUCTION: A GENERAL SOLUTION FOR THE FAT ...... 1037 STRUT PROBLEM N. J. A. Sloane, Vinay A. Vaishampayan, Sueli I. R. Costa AC-Mo-2.2: CLOSEST POINT ALGORITHMS WITH $L_{P}$ NORM FOR ROOT LATTICES...... 1042 Kenichirou Takizawa, Hideki Yagi, Tsutomu Kawabata AC-Mo-2.3: PERFECT GRAPH CODES OVER TWO DIMENSIONAL LATTICES...... 1047 Carmen Martinez, Cristobal Camarero, Ramon Beivide

AC-Mo-3: SPACE-TIME CODES AC-Mo-3.1: AN IMPROVED 8 TIMES 8 APPROXIMATELY UNIVERSAL CODE WITH THE ...... 1052 LARGE NORMALIZED DIVERSITY PRODUCT Ming-Yang Chen, Hua-Chieh Li, John Cioffi AC-Mo-3.2: FAST-GROUP-DECODABLE STBCS VIA CODES OVER GF(4)...... 1056 Lakshmi Natarajan, B.Sundar Rajan AC-Mo-3.3: ROTATED MODULATIONS FOR OUTAGE PROBABILITY MINIMIZATION: A ...... 1061 FADING SPACE APPROACH Dieter Duyck, Joseph Boutros, Marc Moeneclaey

AC-Mo-4: DESIGN OF SPACE-TIME CODES AC-Mo-4.1: A SYSTEMATIC DESIGN OF SPACE-TIME BLOCK CODES WITH ...... 1066 REDUCED-COMPLEXITY PARTIAL INTERFERENCE CANCELLATION GROUP DECODING Wei Zhang, Long Shi, Xiang-Gen Xia AC-Mo-4.2: ON SPACE-TIME CODE DESIGN WITH A CONDITIONAL PIC GROUP ...... 1071 DECODING Tianyi Xu, Xiang-Gen Xia AC-Mo-4.3: SET-PARTITION METHODS AND ORTHOGONAL DESIGNS...... 1076 Smarajit Das AC-Mo-4.4: FAST-DECODABLE MIDO CODES FROM CROSSED PRODUCT ALGEBRAS...... 1080 Frédérique Oggier, Roope Vehkalahti, Camilla Hollanti

AC-Tu-1: DECODING OF RS CODES AC-Tu-1.1: PERMUTATION DECODING THE BINARY IMAGES OF CERTAIN ...... 1085 DOUBLE-PARITY REED-SOLOMON CODES Fabian Lim, Marc Fossorier, Aleksandar Kavcic AC-Tu-1.2: A FAST GENERALIZED MINIMUM DISTANCE DECODER FOR ...... 1090 REED-SOLOMON CODES BASED ON THE EXTENDED EUCLIDEAN ALGORITHM Sabine Kampf, Martin Bossert xxi AC-Tu-1.3: A RATE-DISTORTION EXPONENT APPROACH TO MULTIPLE DECODING ...... 1095 ATTEMPTS FOR REED-SOLOMON CODES Phong Nguyen, Henry Pfister, Krishna Narayanan AC-Tu-1.4: OPTIMAL THRESHOLDS FOR GMD DECODING WITH (L+1)/L-EXTENDED ...... 1100 BOUNDED DISTANCE DECODERS Christian Senger, Vladimir Sidorenko, Martin Bossert, Victor V. Zyablov

AC-Tu-2: WEIGHT ENUMERATORS AND BOUNDS ON THE SIZE OF CODES AC-Tu-2.1: MACWILLIAMS IDENTITIES FOR TERMINATED CONVOLUTIONAL CODES...... 1105 G. David Forney, Jr. AC-Tu-2.2: HAYMAN-LIKE TECHNIQUES FOR COMPUTING INPUT-OUTPUT WEIGHT ...... 1110 DISTRIBUTION OF CONVOLUTIONAL ENCODERS Chiara Ravazzi, Fabio Fagnani AC-Tu-2.3: BOUNDS ON CODES WITH FEW DISTANCES...... 1115 Alexander Barg, Oleg R. Musin AC-Tu-2.4: HEAVY WEIGHT CODES...... 1120 Gérard Cohen, Patrick Sole’, Aslan Tchamkerten

AC-Tu-3: CODES AND POLYNOMIALS AC-Tu-3.1: SUBFIELD-SUBCODES OF GENERALIZED TORIC CODES...... 1125 Fernando Hernando, Michael E. O’Sullivan, Emanuel Popovici, Shraddha Srivastava AC-Tu-3.2: GOOD CODES FROM GENERALISED ALGEBRAIC GEOMETRY CODES...... 1130 Mubarak Jibril, Martin Tomlinson, Mohammed Zaki Ahmed, Cen Tjhai AC-Tu-3.3: THE PREDICTABLE LEADING MONOMIAL PROPERTY FOR POLYNOMIAL ...... 1133 VECTORS OVER A RING Margreta Kuijper, Kristina Schindelar AC-Tu-3.4: POLYNOMIALS WITH LINEAR STRUCTURE AND MAIORANA-MCFARLAND ...... 1138 CONSTRUCTION Pascale Charpin, Sumanta Sarkar

AC-Tu-4: TOPICS IN CODING I AC-Tu-4.1: A BASIS FOR ALL SOLUTIONS OF THE KEY EQUATION FOR GABIDULIN ...... 1143 CODES Antonia Wachter, Vladimir Sidorenko, Martin Bossert AC-Tu-4.2: DECODING INTERLEAVED GABIDULIN CODES AND MULTISEQUENCE ...... 1148 LINEARIZED SHIFT-REGISTER SYNTHESIS Vladimir Sidorenko, Martin Bossert AC-Tu-4.3: PROPERTIES OF QUASI-UNIFORM CODES...... 1153 Terence Chan, Alex Grant, Thomas Britz AC-Tu-4.4: QUASI-PERFECT GEOMETRICALLY UNIFORM CODES DERIVED FROM ...... 1158 GRAPHS OVER GAUSSIAN INTEGER RINGS Cátia Quilles, Reginaldo Palazzo Jr. AC-Tu-4.5: ON THE THRESHOLD OF MAXIMUM-DISTANCE SEPARABLE CODES...... 1163 Bruno Kindarji, Gérard Cohen, Hervé Chabanne

xxii AC-We-2: TOPICS IN CODING II AC-We-2.1: PERFORMANCE ANALYSIS OF LINEAR CODES UNDER MAXIMUM ...... 1168 LIKELIHOOD DECODING AT LOW RATES Hideki Yagi, H. Vincent Poor AC-We-2.2: AN UPPER BOUND ON THE SEPARATING REDUNDANCY OF LINEAR BLOCK ...... 1173 CODES Khaled Abdel-Ghaffar, Jos Weber AC-We-2.3: HIGH DIMENSIONAL ERROR-CORRECTING CODES...... 1178 Eitan Yaakobi, Tuvi Etzion AC-We-2.4: ON THE MINIMUM WEIGHT PROBLEM OF PERMUTATION CODES UNDER ...... 1183 CHEBYSHEV DISTANCE Min-Zheng Shieh, Shi-Chun Tsai AC-We-2.5: ON THE CLASSIFICATION OF SELF-DUAL ADDITIVE CODES OVER GF(9)...... 1188 Lars Eirik Danielsen

AC-Th-1: LIST DECODING AC-Th-1.1: ALGEBRAIC LIST-DECODING ON THE OPERATOR CHANNEL...... 1193 Hessam Mahdavifar, Alexander Vardy AC-Th-1.2: A LINK BETWEEN GURUSWAMI-SUDAN’S LIST-DECODING AND DECODING ...... 1198 OF INTERLEAVED REED-SOLOMON CODES Alexander Zeh, Christian Senger AC-Th-1.3: LOCAL-TESTABILITY AND SELF-CORRECTABILITY OF Q-ARY SPARSE LINEAR ...... 1203 CODES Widad Machmouchi

AC-Th-2: CONSTRAINTS AND CODES AC-Th-2.1: FIXED-RATE TILING ENCODERS FOR 2-D CONSTRAINTS...... 1208 Artyom Sharov, Ron Roth AC-Th-2.2: GENERALIZED BELIEF PROPAGATION ALGORITHM FOR THE CAPACITY OF ...... 1213 MULTI-DIMENSIONAL RUN-LENGTH LIMITED CONSTRAINTS Giovanni Sabato, Mehdi Molkaraie AC-Th-2.3: MOMENT BALANCING TEMPLATES FOR (D, K) CONSTRAINED CODES...... 1218 Ling Cheng, Hendrik Ferreira, Izak Broere AC-Th-2.4: THE TRADEOFF FUNCTION FOR A CLASS OF RLL(D, K) CONSTRAINTS...... 1223 Erez Louidor

AC-Th-3: SEQUENCES I AC-Th-3.1: THE LINEAR COMPLEXITY OF BINARY SEQUENCES WITH OPTIMAL ...... 1228 AUTOCORRELATION Qi Wang, Xiaoni Du AC-Th-3.2: ON THE STRUCTURE OF M-ARY SIDELNIKOV SEQUENCES OF PERIOD ...... 1233 P^{2M}-1 Nam Yul Yu, Guang Gong AC-Th-3.3: ON RECONSTRUCTING A SEQUENCE FROM ITS SUBSEQUENCE ...... 1238 COMPOSITIONS Jayadev Acharya, Hirakendu Das, Olgica Milenkovic, , Shengjun Pan AC-Th-3.4: QUASI-HADAMARD MATRIX...... 1243 Ki-Hyeon Park, Hong-Yeop Song

xxiii AC-Th-4: SEQUENCES II AC-Th-4.1: GENERALIZING THE BLUM-ELIAS METHOD FOR GENERATING RANDOM ...... 1248 BITS FROM MARKOV CHAINS Hongchao Zhou, Jehoshua Bruck AC-Th-4.2: ON THE CONSTRUCTION OF BINARY SEQUENCE FAMILIES WITH LOW ...... 1253 CORRELATION AND LARGE SIZES Udaya Parampalli, Xiaohu Tang, Serdar Boztas AC-Th-4.3: GENERALIZED CONSTRUCTIONS OF POLYPHASE SEQUENCE FAMILIES ...... 1258 USING SHIFT AND ADDITION OF MULTIPLICATIVE CHARACTER SEQUENCES Nam Yul Yu, Guang Gong AC-Th-4.4: A NEW FAMILY OF $P$-ARY DECIMATED SEQUENCES WITH LOW ...... 1263 CORRELATION Ji-Youp Kim, Sung-Tai Choi, Jong-Seon No, Habong Chung AC-Th-4.5: ON THE CROSS-CORRELATION OF A TERNARY $M$-SEQUENCE OF PERIOD ...... 1268 $3^{4K+2}-1$ AND ITS DECIMATED SEQUENCE BY $\FRAC{(3^{2K+1}+1)^2}{8}$ Sung-Tai Choi, Jong-Seon No, Habong Chung

AC-Fr-1: SEQUENCES AND COMPLEXITY AC-Fr-1.1: ON COLORINGS OF BIVARIATE RANDOM SEQUENCES...... 1272 Frantisek Matus, Michal Kupsa AC-Fr-1.2: NEW BINOMIAL BENT FUNCTIONS OVER THE FINITE FIELDS OF ODD ...... 1277 CHARACTERISTIC Tor Helleseth, Alexander Kholosha AC-Fr-1.3: K-FOLD CYCLOTOMIC NUMBERS AND THEIR APPLICATIONS TO ...... 1282 FREQUENCY-HOPPING SEQUENCES Jin-Ho Chung, Kyeongcheol Yang AC-Fr-1.4: THE HAUSDORFF DIMENSION OF THE HALTING SELF-SIMILAR SETS OF ...... 1287 T-UNIVERSAL PREFIX-FREE MACHINES Kohtaro Tadaki

AC-Fr-2: CORRELATION PROPERTIES OF SEQUENCES AC-Fr-2.1: A NEW CLASS OF TERNARY AND QUATERNARY SEQUENCES WITH ...... 1292 TWO-LEVEL AUTOCORRELATION Honggang Hu, Guang Gong AC-Fr-2.2: CROSS CORRELATION OF NONBINARY NIHO-TYPE SEQUENCES...... 1297 Jinquan Luo AC-Fr-2.3: NONBINARY SEQUENCES WITH PERFECT AND NEARLY PERFECT ...... 1300 AUTOCORRELATIONS Serdar Boztas, Udaya Parampalli

AC-Fr-3: MDS CODES AND BALANCED CODES AC-Fr-3.1: ON M-ARY BALANCED CODES WITH PARALLEL DECODING...... 1305 Danilo Pelusi, Luca Tallini, Bella Bose AC-Fr-3.2: NEAR MDS POSET CODES AND DISTRIBUTIONS...... 1310 Alexander Barg, Punarbasu Purkayastha AC-Fr-3.3: ON CYCLIC LOWEST DENSITY MDS ARRAY CODES CONSTRUCTED USING ...... 1315 STARTERS Mingqiang Li, Jiwu Shu

xxiv AC-Fr-4: DNA SEQUENCES AC-Fr-4.1: DNA SEQUENCES GENERATED BY $\MATHBB{Z}_{4}$-LINEAR CODES...... 1320 Andréa Rocha, Luzinete Faria, João Henrique Kleinschmidt, Reginaldo Palazzo Jr., Márcio Silva-Filho AC-Fr-4.2: ON CRITICAL RELATIVE DISTANCE OF DNA CODES FOR ADDITIVE STEM ...... 1325 SIMILARITY Arkadii D’yachkov, Anna Voronina, Anthony Macula, Thomas Renz, Vyacheslav Rykov AC-Fr-4.3: ON THE SYNTHESIS OF STOCHASTIC FLOW NETWORKS...... 1330 Hongchao Zhou, Ho-Lin Chen, Jehoshua Bruck

E-Mo-1: INFORMATION INEQUALITIES I E-Mo-1.1: RÉNYI DIVERGENCE AND MAJORIZATION...... 1335 Tim van Erven, Peter Harremoës E-Mo-1.2: MINIMAX LOWER BOUNDS VIA F-DIVERGENCES...... 1340 Adityanand Guntuboyina E-Mo-1.3: JOINT RANGE OF F-DIVERGENCES...... 1345 Peter Harremoës, Igor Vajda E-Mo-1.4: RELATING SOURCE CODING AND RESOLVABILITY: A DIRECT APPROACH...... 1350 Tomohiko Uyematsu

E-Mo-2: INFORMATION INEQUALITIES II E-Mo-2.1: MUTUAL INFORMATION SADDLE POINTS IN CHANNELS OF EXPONENTIAL ...... 1355 FAMILY TYPE Todd Coleman, Maxim Raginsky E-Mo-2.2: AN ENTROPY INEQUALITY FOR Q-ARY RANDOM VARIABLES AND ITS ...... 1360 APPLICATION TO CHANNEL POLARIZATION Eren Sasoglu E-Mo-2.3: EXISTENCE OF NEW INEQUALITIES FOR REPRESENTABLE POLYMATROIDS...... 1364 Terence Chan, Alex Grant, Doris Kern E-Mo-2.4: THE ENTROPIES OF THE SUM AND THE DIFFERENCE OF TWO IID ...... 1369 RANDOM VARIABLES ARE NOT TOO DIFFERENT Mokshay Madiman, Ioannis Kontoyiannis

E-Mo-3: MODEL SELECTION E-Mo-3.1: INFORMATION-THEORETIC BOUNDS ON MODEL SELECTION FOR ...... 1373 GAUSSIAN MARKOV RANDOM FIELDS Wei Wang, Martin J. Wainwright, Kannan Ramchandran E-Mo-3.2: DIVERGENCE OF INFORMATION-CRITERION BASED MARKOV ORDER ...... 1378 ESTIMATORS FOR INFINITE MEMORY PROCESSES Zsolt Talata E-Mo-3.3: PREQUENTIAL PLUG-IN CODES THAT ACHIEVE OPTIMAL REDUNDANCY ...... 1383 RATES EVEN IF THE MODEL IS WRONG Peter Grunwald, Wojciech Kotlowski E-Mo-3.4: NECESSARY AND SUFFICIENT CONDITIONS FOR HIGH-DIMENSIONAL ...... 1388 SALIENT FEATURE SUBSET RECOVERY Vincent Tan, Matthew Johnson, Alan Willsky

xxv E-Mo-4: INFORMATION AND STATISTICS E-Mo-4.1: DECENTRALIZED MULTIHYPOTHESIS SEQUENTIAL DETECTION...... 1393 Yan Wang, Yajun Mei E-Mo-4.2: INFORMATION THEORETIC MODEL VALIDATION FOR CLUSTERING...... 1398 Joachim M. Buhmann E-Mo-4.3: MDL HIERARCHICAL CLUSTERING FOR STEMMATOLOGY...... 1403 Po-Hsiang Lai, Teemu Roos, Joseph O’Sullivan E-Mo-4.4: ON REGRET OF PARAMETRIC MISMATCH IN MINIMUM MEAN SQUARE ...... 1408 ERROR ESTIMATION Majid Fozunbal E-Mo-4.5: ENTROPY MEASURES VS. ALGORITHMIC INFORMATION...... 1413 Andreia Teixeira, André Souto, Armando Matos, Luís Antunes

E-Tu-1: ESTIMATING INFORMATION MEASURES E-Tu-1.1: A NEAR-OPTIMAL (MINIMAX) TREE-STRUCTURED PARTITION FOR MUTUAL ...... 1418 INFORMATION ESTIMATION Jorge Silva, Shrikanth Narayanan E-Tu-1.2: ON DATA-DRIVEN HISTOGRAM-BASED ESTIMATION FOR MUTUAL ...... 1423 INFORMATION Jorge Silva, Shrikanth Narayanan E-Tu-1.3: NON-PARAMETRIC ESTIMATION OF INTEGRAL PROBABILITY METRICS...... 1428 Bharath Sriperumbudur, Kenji Fukumizu, Arthur Gretton, Bernhard Scholkopf, Gert Lanckriet E-Tu-1.4: UNIVERSAL ESTIMATION OF DIRECTED INFORMATION...... 1433 Lei Zhao, Haim Permuter, Young-Han Kim, Tsachy Weissman

E-Tu-2: INFORMATION AND PROBABILITY I E-Tu-2.1: ENTROPY AND THE HYPERPLANE CONJECTURE IN CONVEX GEOMETRY...... 1438 Sergey Bobkov, Mokshay Madiman E-Tu-2.2: COMPRESSING A LONG RANGE DEPENDENT RENEWAL PROCESS...... 1443 Barlas Oguz, Venkat Anantharam E-Tu-2.3: MARKOV LEMMA FOR COUNTABLE ALPHABETS...... 1448 Siu-Wai Ho E-Tu-2.4: FUNCTIONAL PROPERTIES OF MMSE...... 1453 Yihong Wu, Sergio Verdu

E-Tu-3: INFORMATION AND PROBABILITY II E-Tu-3.1: EMPIRICAL PROCESSES AND TYPICAL SEQUENCES...... 1458 Maxim Raginsky E-Tu-3.2: MMSE DIMENSION...... 1463 Yihong Wu, Sergio Verdu E-Tu-3.3: ENTROPY RATE OF CONTINUOUS-STATE HIDDEN MARKOV CHAINS...... 1468 Guangyue Han, Brian Marcus E-Tu-3.4: OPTIMUM ESTIMATION VIA PARTITION FUNCTIONS AND INFORMATION ...... 1473 MEASURES Neri Merhav

xxvi E-Tu-4: LARGE ALPHABETS E-Tu-4.1: UNIVERSAL HYPOTHESIS TESTING IN THE LEARNING-LIMITED REGIME...... 1478 Benjamin Kelly, Thitidej Tularak, Aaron Wagner, Pramod Viswanath E-Tu-4.2: PATTERNS AND EXCHANGEABILITY...... 1483 Narayana Santhanam, Mokshay Madiman E-Tu-4.3: MINIMAX REDUNDANCY FOR LARGE ALPHABETS...... 1488 Wojciech Szpankowski, Marcelo J. Weinberger E-Tu-4.4: CLASSIfiCATION USING PATTERN PROBABILITY ESTIMATORS...... 1493 Jayadev Acharya, Hirakendu Das, Alon Orlitsky, Shengjun Pan, Narayana Santhanam E-Tu-4.5: EXACT CALCULATION OF PATTERN PROBABILITIES...... 1498 Jayadev Acharya, Hirakendu Das, Hosein Mohimani, Alon Orlitsky, Shengjun Pan

E-We-2: MATRIX COMPLETION E-We-2.1: REGULARIZATION FOR MATRIX COMPLETION...... 1503 Raghunandan Keshavan, Andrea Montanari E-We-2.2: INFORMATION THEORETIC BOUNDS FOR LOW-RANK MATRIX ...... 1508 COMPLETION Sriram Vishwanath E-We-2.3: DENSE ERROR CORRECTION FOR LOW-RANK MATRICES VIA PRINCIPAL ...... 1513 COMPONENT PURSUIT Arvind Ganesh, John Wright, Xiaodong Li, Emmanuel Candes, Yi Ma E-We-2.4: STABLE PRINCIPAL COMPONENT PURSUIT...... 1518 Zihan Zhou, Xiaodong Li, John Wright, Emmanuel Candes, Yi Ma E-We-2.5: ON THE UNIQUENESS OF POSITIVE SEMIDEFINITE MATRIX SOLUTION ...... 1523 UNDER COMPRESSED OBSERVATIONS Weiyu Xu, Ao Tang

E-Th-1: COMPRESSED SENSING AND STATISTICAL PHYSICS E-Th-1.1: THE DYNAMICS OF MESSAGE PASSING ON DENSE GRAPHS, WITH ...... 1528 APPLICATIONS TO COMPRESSED SENSING Mohsen Bayati, Andrea Montanari E-Th-1.2: STATISTICAL MECHANICAL ANALYSIS OF A TYPICAL RECONSTRUCTION LIMIT ...... 1533 OF COMPRESSED SENSING Yoshiyuki Kabashima, Tadashi Wadayama, Toshiyuki Tanaka E-Th-1.3: STATISTICAL MECHANICAL ANALYSIS OF COMPRESSED SENSING UTILIZING ...... 1538 CORRELATED COMPRESSION MATRIX Koujin Takeda, Yoshiyuki Kabashima E-Th-1.4: EXTENSION OF REPLICA ANALYSIS TO MAP ESTIMATION WITH ...... 1543 APPLICATIONS TO COMPRESSED SENSING Sundeep Rangan, Alyson Fletcher, Vivek Goyal

E-Th-2: COMPRESSED SENSING AND SPARSE RECOVERY E-Th-2.1: “COMPRESSED” COMPRESSED SENSING...... 1548 Galen Reeves, Michael Gastpar E-Th-2.2: SAMPLE COMPLEXITY FOR 1-BIT COMPRESSED SENSING AND SPARSE ...... 1553 CLASSIFICATION Ankit Gupta, Robert Nowak, Benjamin Recht

xxvii E-Th-2.3: PERFORMANCE TRADEOFFS FOR EXACT SUPPORT RECOVERY OF SPARSE ...... 1558 SIGNALS Yuzhe Jin, Young-Han Kim, Bhaskar Rao E-Th-2.4: IMPROVED BOUNDS FOR SPARSE RECOVERY FROM ADAPTIVE ...... 1563 MEASUREMENTS Jarvis Haupt, Rui Castro, Robert Nowak

E-Th-3: TOPICS IN COMPRESSED SENSING E-Th-3.1: MODEL SELECTION: TWO FUNDAMENTAL MEASURES OF COHERENCE AND ...... 1568 THEIR ALGORITHMIC SIGNIFICANCE Waheed Bajwa, , Sina Jafarpour E-Th-3.2: NEW RESTRICTED ISOMETRY RESULTS FOR NOISY LOW-RANK ...... 1573 RECOVERY Karthik Mohan, Maryam Fazel E-Th-3.3: WHERE IS RANDOMNESS NEEDED TO BREAK THE SQUARE-ROOT ...... 1578 BOTTLENECK? Patrick Kuppinger, Giuseppe Durisi, Helmut Bölcskei E-Th-3.4: ROBUST LOSSY DETECTION USING SPARSE MEASUREMENTS : THE ...... 1583 REGULAR CASE Balakrishnan Narayanaswamy, Rohit Negi, Pradeep Khosla

E-Th-4: L1 RECOVERY FOR COMPRESSED SENSING E-Th-4.1: ON THE DYNAMICS OF $\ELL_1$ DECODING: A MICROSCOPIC APPROACH...... 1588 Weiyu Xu, Ao Tang E-Th-4.2: RECOVERY THRESHOLDS FOR $\ELL_1$ OPTIMIZATION IN BINARY ...... 1593 COMPRESSED SENSING Mihailo Stojnic E-Th-4.3: OPTIMAL INCORPORATION OF SPARSITY INFORMATION BY WEIGHTED L_1 ...... 1598 OPTIMIZATION Toshiyuki Tanaka, Jack Raymond E-Th-4.4: IMPROVED SPARSE RECOVERY THRESHOLDS WITH TWO-STEP ...... 1603 REWEIGHTED $\ELL_1$ MINIMIZATION M. Amin Khajehnejad, Weiyu Xu, Amir Salman Avestimehr, Babak Hassibi

E-Fr-1: DETECTION E-Fr-1.1: HIGH-RATE VECTOR QUANTIZATION FOR THE NEYMAN-PEARSON ...... 1608 DETECTION OF SOME STATIONARY MIXING PROCESSES Joffrey Villard, Pascal Bianchi E-Fr-1.2: ERROR EXPONENTS FOR COMPOSITE HYPOTHESIS TESTING OF MARKOV ...... 1613 FOREST DISTRIBUTIONS Vincent Tan, Animashree Anandkumar, Alan Willsky E-Fr-1.3: FEATURE EXTRACTION FOR UNIVERSAL HYPOTHESIS TESTING VIA ...... 1618 RANK-CONSTRAINED OPTIMIZATION Dayu Huang, Sean Meyn E-Fr-1.4: ACTIVE M-ARY SEQUENTIAL HYPOTHESIS TESTING...... 1623 Mohammad Naghshvar, Tara Javidi

xxviii E-Fr-2: ROBUST ESTIMATION E-Fr-2.1: ON MINIMAX ROBUST DETECTION OF STATIONARY GAUSSIAN SIGNALS IN ...... 1628 WHITE GAUSSIAN NOISE Wenyi Zhang, H. Vincent Poor E-Fr-2.2: ROBUST WAVEFORM DESIGN FOR MIMO RADARS...... 1633 Emanuele Grossi, Marco Lops, Luca Venturino, Antonia M. Tulino E-Fr-2.3: HIGH-DIMENSIONAL MATCHED SUBSPACE DETECTION WHEN DATA ARE ...... 1638 MISSING Laura Balzano, Benjamin Recht, Robert Nowak E-Fr-2.4: TOWARDS ROBUST PHONEME CLASSIFICATION WITH HYBRID FEATURES...... 1643 Jibran Yousafzai, Zoran Cvetkovic, Peter Sollich

E-Fr-3: DENOISING AND ESTIMATION E-Fr-3.1: UNIVERSAL LOSSLESS COMPRESSION-BASED DENOISING...... 1648 Han-I Su, Tsachy Weissman E-Fr-3.2: TOWARD PROPERTIES OF TWICE--UNIVERSALITY IN DENOISING...... 1653 Erik Ordentlich, Krishnamurthy Viswanathan, Marcelo J. Weinberger E-Fr-3.3: ON SPECTRAL ESTIMATORS OF BOOLEAN FUNCTIONS...... 1658 Steffen Schober, Martin Bossert E-Fr-3.4: ON ORDER RELATIONS BETWEEN LOWER BOUNDS ON THE MSE OF ...... 1663 UNBIASED ESTIMATORS Koby Todros, Joseph Tabrikian

E-Fr-4: ESTIMATION AND INFERENCE E-Fr-4.1: LOCAL POPULARITY BASED COLLABORATIVE FILTERS...... 1668 Kishor Barman, Onkar Dabeer E-Fr-4.2: EIGEN-INFERENCE FOR MULTI-SOURCE POWER ESTIMATION...... 1673 Romain Couillet, Jack W. Silverstein, Merouane Debbah E-Fr-4.3: ESTIMATING THE INFORMATION RATE OF NOISY TWO-DIMENSIONAL ...... 1678 CONSTRAINED CHANNELS Mehdi Molkaraie, Hans-Andrea Loeliger E-Fr-4.4: FEEDBACK MESSAGE PASSING FOR INFERENCE IN GAUSSIAN GRAPHICAL ...... 1683 MODELS Ying Liu, Venkat Chandrasekaran, Animashree Anandkumar, Alan Willsky

N-Mo-1: SPATIAL NETWORKS I N-Mo-1.1: TWO-WAY TRANSMISSION CAPACITY OF WIRELESS AD-HOC NETWORKS...... 1688 Rahul Vaze, Kien Truong, Robert Heath, Jr., Steven Weber N-Mo-1.2: A NEW METHOD FOR COMPUTING THE TRANSMISSION CAPACITY OF ...... 1693 NON-POISSON WIRELESS NETWORKS Radha Krishna Ganti, Jeffrey G. Andrews N-Mo-1.3: INFORMATION-THEORETIC CAPACITY OF CLUSTERED RANDOM ...... 1698 NETWORKS Michele Garetto, Alessandro Nordio, Carla Fabiana Chiasserini, Emilio Leonardi N-Mo-1.4: PERFORMANCE OF INTERFERENCE ALIGNMENT IN CLUSTERED ...... 1703 WIRELESS AD HOC NETWORKS Roland Tresch, Maxime Guillaud

xxix N-Mo-2: SPATIAL NETWORKS II N-Mo-2.1: ANALYSIS OF THE BENEFITS OF SUPERPOSITION CODING IN RANDOM ...... 1708 WIRELESS NETWORKS Sundaram Vanka, Martin Haenggi N-Mo-2.2: CAPACITY SCALING OF WIRELESS AD HOC NETWORKS: EFFECT OF FINITE ...... 1713 WAVELENGTH Si-Hyeon Lee, Sae-Young Chung N-Mo-2.3: AN UPPER BOUND ON MULTI-HOP TRANSMISSION CAPACITY WITH ...... 1718 DYNAMIC ROUTING SELECTION Yuxin Chen, Jeffrey G. Andrews N-Mo-2.4: DEGREES OF FREEDOM OF LARGE PLANAR WIRELESS NETWORKS ...... 1723 EMBEDDED IN A 3D DOMAIN Massimo Franceschetti, Marco Donald Migliore, Paolo Minero, Fulvio Schettino

N-Mo-3: SPATIAL NETWORKS III N-Mo-3.1: LIMIT LAWS FOR RANDOM SPATIAL GRAPHICAL MODELS...... 1728 Animashree Anandkumar, Joseph Yukich, Alan Willsky N-Mo-3.2: THE DELAY-OPTIMAL NUMBER OF HOPS IN POISSON MULTI-HOP ...... 1733 NETWORKS Kostas Stamatiou, Martin Haenggi N-Mo-3.3: FRACTIONAL BROWNIAN MODELS FOR VECTOR FIELD DATA...... 1738 Pouya Tafti, Michael Unser N-Mo-3.4: TRANSPORT CAPACITY AND CONNECTIVITY OF COGNITIVE RADIO ...... 1743 NETWORKS WITH OUTAGE CONSTRAINT Chengzhi Li, Huaiyu Dai

N-Mo-4: GOSSIP AND CONSENSUS N-Mo-4.1: THE MISSING PIECE SYNDROME IN PEER-TO-PEER COMMUNICATION...... 1748 Bruce Hajek, Ji Zhu N-Mo-4.2: WEIGHTED GOSSIP: DISTRIBUTED AVERAGING USING NON-DOUBLY ...... 1753 STOCHASTIC MATRICES Florence Bénézit, Vincent Blondel, Patrick Thiran, John Tsitsiklis, Martin Vetterli N-Mo-4.3: TIGHT BOUNDS FOR ALGEBRAIC GOSSIP ON GRAPHS...... 1758 Michael Borokhovich, Chen Avin, Zvi Lotker N-Mo-4.4: DISTRIBUTED CONSENSUS WITH FINITE MESSAGING...... 1763 Debashis Dash, Ashutosh Sabharwal N-Mo-4.5: A NEAR-OPTIMAL ALGORITHM FOR NETWORK-CONSTRAINED AVERAGING ...... 1768 WITH NOISY LINKS Nima Noorshams, Martin J. Wainwright

N-Tu-1: DELAY-SENSITIVE COMMUNICATIONS N-Tu-1.1: MINIMUM DELAY PACKET-SIZING FOR LINEAR MULTI-HOP NETWORKS ...... 1773 WITH COOPERATIVE TRANSMISSIONS Ning Wen, Randall Berry N-Tu-1.2: AVOIDING INTERRUPTIONS - QOE TRADE-OFFS IN BLOCK-CODED ...... 1778 STREAMING MEDIA APPLICATIONS Ali ParandehGheibi, Muriel Medard, Srinivas Shakkottai, Asuman Ozdaglar

xxx N-Tu-1.3: MINIMIZING STREAMING DELAY IN HOMOGENEOUS PEER-TO-PEER ...... 1783 NETWORKS Joe Wenjie Jiang, Shaoquan Zhang, Minghua Chen, Mung Chiang N-Tu-1.4: DYNAMIC CODING AND RATE-CONTROL FOR SERVING ...... 1788 DEADLINE-CONSTRAINED TRAFFIC OVER FADING CHANNELS Harshavardhana Gangammanavar, Atilla Eryilmaz

N-Tu-2: QUEUEING AND CODING N-Tu-2.1: ON ARQ FOR PACKET ERASURE CHANNELS WITH BERNOULLI ARRIVALS...... 1793 Dinkar Vasudevan, Vijay Subramanian, Douglas Leith N-Tu-2.2: ON THE QUEUEING BEHAVIOR OF RANDOM CODES OVER A ...... 1798 GILBERT-ELLIOT ERASURE CHANNEL Parimal Parag, Jean-Francois Chamberland, Henry Pfister, Krishna Narayanan N-Tu-2.3: NETWORK CAPACITY REGION OF MULTI-QUEUE MULTI-SERVER ...... 1803 QUEUEING SYSTEM WITH TIME VARYING CONNECTIVITIES Hassan Halabian, Ioannis Lambadaris, Chung-Horng Lung N-Tu-2.4: DELAY MINIMIZATION WITH A GENERAL PENTAGON RATE REGION...... 1808 Jing Yang, Sennur Ulukus

N-Tu-3: MEDIUM ACCESS CONTROL N-Tu-3.1: MEDIUM ACCESS CONTROL VIA NEAREST-NEIGHBOR INTERACTIONS FOR ...... 1813 REGULAR WIRELESS NETWORKS Ka Hung Hui, Dongning Guo, Randall Berry N-Tu-3.2: JAMMING GAMES FOR POWER CONTROLLED MEDIUM ACCESS WITH ...... 1818 DYNAMIC TRAFFIC Yalin Sagduyu, Randall Berry, Anthony Ephremides N-Tu-3.3: A CHANNEL CODING APPROACH FOR RANDOM ACCESS COMMUNICATION ...... 1823 WITH BURSTY SOURCES Jie Luo, Anthony Ephremides N-Tu-3.4: CONSTRUCTION OF SHORT PROTOCOL SEQUENCES WITH WORST-CASE ...... 1828 THROUGHPUT GUARANTEE Kenneth W. Shum, Wing Shing Wong

N-Tu-4: NETWORKING N-Tu-4.1: TOWARDS OPTIMUM COST IN MULTI-HOP NETWORKS WITH ARBITRARY ...... 1833 NETWORK DEMANDS Kumar Viswanatha, Emrah Akyol, Kenneth Rose N-Tu-4.2: COOPERATIVE RELIABILITY FOR STREAMING MULTIPLE ACCESS...... 1838 Yana Shkel, Stark Draper N-Tu-4.3: DELAY OPTIMAL POWER CONTROL AND RELAY SELECTION FOR TWO-HOP ...... 1843 COOPERATIVE OFDM SYSTEMS VIA DISTRIBUTIVE STOCHASTIC LEARNING Rui Wang, Vincent K. N. Lau, Huang Huang N-Tu-4.4: GEOMETRIC APPROXIMATIONS OF SOME ALOHA-LIKE STABILITY REGIONS...... 1848 Nan Xie, Steven Weber

N-We-2: COLLABORATIVE FUNCTION COMPUTATION IN NETWORKS N-We-2.1: COMMUNICATING THE SUM OF SOURCES IN A 3-SOURCES/3-TERMINALS ...... 1853 NETWORK; REVISITED Michael Langberg, Aditya Ramamoorthy xxxi N-We-2.2: A NECESSARY AND SUFFICIENT CONDITION FOR SOLVABILITY OF A $3S/3T$ ...... 1858 SUM-NETWORK Sagar Shenvi, Bikash Kumar Dey N-We-2.3: OPTIMAL ORDERING OF TRANSMISSIONS FOR COMPUTING BOOLEAN ...... 1863 THRESHOLD FUNCTIONS Hemant Kowshik, P. R. Kumar N-We-2.4: INFINITE-MESSAGE INTERACTIVE FUNCTION COMPUTATION IN ...... 1868 COLLOCATED NETWORKS Nan Ma, Prakash Ishwar N-We-2.5: OPTIMAL COMPUTATION OF SYMMETRIC BOOLEAN FUNCTIONS IN TREE ...... 1873 NETWORKS Hemant Kowshik, P. R. Kumar

N-Th-1: NETWORKING AND NETWORK CODING N-Th-1.1: NETWORK CODING FOR MULTIPLE UNICASTS: AN INTERFERENCE ...... 1878 ALIGNMENT APPROACH Abhik Das, Sriram Vishwanath, Syed Jafar, Athina Markopoulou N-Th-1.2: DEDI: A FRAMEWORK FOR ANALYZING RANK EVOLUTION OF RANDOM ...... 1883 NETWORK CODING IN A WIRELESS NETWORK Dan Zhang, Narayan Mandayam, Shyam Parekh N-Th-1.3: A RANDOMIZED ALGORITHM AND PERFORMANCE BOUNDS FOR CODED ...... 1888 COOPERATIVE DATA EXCHANGE Alex Sprintson, Parastoo Sadeghi, Graham Booker, Salim El Rouayheb N-Th-1.4: ON THE CAPACITY OF WIRELESS 1-HOP INTERSESSION NETWORK CODING ...... 1893 - A BROADCAST PACKET ERASURE CHANNEL APPROACH Chih-Chun Wang

N-Th-2: NETWORKS AND GRAPHS N-Th-2.1: RATE-OF-DECAY OF PROBABILITY OF ISOLATION IN DENSE SENSOR ...... 1898 NETWORKS WITH BOUNDING CONSTRAINTS Arun Singh, Petros Elia, Dirk Slock N-Th-2.2: ON ALGEBRAIC TRACEBACK IN DYNAMIC NETWORKS...... 1903 Abhik Das, Shweta Agrawal, Sriram Vishwanath N-Th-2.3: ON THE CODE LENGTH OF TCAM CODING SCHEMES...... 1908 Ori Rottenstreich, Isaac Keslassy N-Th-2.4: GRAPH-CONSTRAINED GROUP TESTING...... 1913 Mahdi Cheraghchi, Amin Karbasi, Soheil Mohajer, Venkatesh Saligrama

N-Th-3: CODING FOR MEMORIES N-Th-3.1: DATA MOVEMENT AND AGGREGATION IN FLASH MEMORIES...... 1918 Anxiao (Andrew) Jiang, Michael Langberg, Robert Mateescu, Jehoshua Bruck N-Th-3.2: CODING FOR SENSING IN CONTENT ADDRESSABLE MEMORIES...... 1923 Luis A. Lastras-Montaño, Michele M. Franceschini, Bipin Rajendran, Chung Lam N-Th-3.3: LOW COMPLEXITY CODES FOR WRITING A WRITE-ONCE MEMORY ...... 1928 TWICE Yunnan Wu N-Th-3.4: MULTIPLE ERROR-CORRECTING WOM-CODES...... 1933 Eitan Yaakobi, Paul Siegel, Alexander Vardy, Jack Wolf

xxxii N-Th-4: DISTRIBUTED STORAGE N-Th-4.1: EXPLICIT AND OPTIMAL EXACT-REGENERATING CODES FOR THE ...... 1938 MINIMUM-BANDWIDTH POINT IN DISTRIBUTED STORAGE K. V. Rashmi, Nihar B. Shah, P. Vijay Kumar, Kannan Ramchandran N-Th-4.2: A FLEXIBLE CLASS OF REGENERATING CODES FOR DISTRIBUTED STORAGE...... 1943 Nihar B. Shah, K. V. Rashmi, P. Vijay Kumar N-Th-4.3: SECURITY IN DISTRIBUTED STORAGE SYSTEMS BY COMMUNICATING A ...... 1948 LOGARITHMIC NUMBER OF BITS Theodoros K. Dikaliotis, Alexandros G. Dimakis, Tracey Ho N-Th-4.4: SECURE DISTRIBUTED STORAGE OF DECENTRALIZED SOURCE DATA: CAN ...... 1953 INTERACTION HELP? Salim El Rouayheb, Vinod Prabhakaran, Kannan Ramchandran N-Th-4.5: MEMORY ALLOCATION IN DISTRIBUTED STORAGE NETWORKS...... 1958 Mohsen Sardari, Ricardo Restrepo, Faramarz Fekri, Emina Soljanin

N-Fr-1: NYQUIST, SHANNON AND HAMMING - CODING FOR SPARSE RECOVERY N-Fr-1.1: SMALL ENSEMBLES OF SAMPLING MATRICES CONSTRUCTED FROM ...... 1963 Alexander Barg, Arya Mazumdar N-Fr-1.2: A SIMPLE MESSAGE-PASSING ALGORITHM FOR COMPRESSED SENSING...... 1968 Venkat Chandar, Devavrat Shah, Gregory W. Wornell N-Fr-1.3: SPARSE RECONSTRUCTION VIA THE REED-MULLER SIEVE...... 1973 Robert Calderbank, Stephen Howard, Sina Jafarpour N-Fr-1.4: WORST CONFIGURATIONS (INSTANTONS) FOR COMPRESSED SENSING ...... 1978 OVER REALS: A CHANNEL CODING APPROACH Shashi Kiran Chilappagari, Michael Chertkov, Bane Vasic

N-Fr-2: APPLICATIONS OF CODING N-Fr-2.1: A NOVEL RATE ALLOCATION METHOD FOR MULTILEVEL CODED ...... 1983 MODULATION Lotfollah Beygi, Erik Agrell, Magnus Karlsson, Behrooz Makki N-Fr-2.2: CODING VERSUS FEEDBACK: HYBRID ARQ PROTOCOLS FOR THE PACKET ...... 1988 ERASURE CHANNEL Srinath Puducheri, Thomas Fuja N-Fr-2.3: OPTIMAL ERROR CONTROL CODING FOR ITERATIVE CANCELLATION ...... 1993 SYSTEMS Christian Schlegel, Marat Burnashev N-Fr-2.4: CHANNEL DECODING WITH A BAYESIAN EQUALIZER...... 1998 Luis Salamanca, Juan José Murillo-Fuentes, Fernando Pérez-Cruz

N-Fr-3: TURBO CODES N-Fr-3.1: RECONSTRUCTION OF A TURBO-CODE INTERLEAVER FROM NOISY ...... 2003 OBSERVATION Maxime Cote, Nicolas Sendrier N-Fr-3.2: METHODS FOR THE RECONSTRUCTION OF PARALLEL TURBO CODES...... 2008 Mathieu Cluzeau, Matthieu Finiasz, Jean-Pierre Tillich N-Fr-3.3: STOPPING SET ANALYSIS OF 3-DIMENSIONAL TURBO CODE ENSEMBLES...... 2013 Alexandre Graell i Amat, Eirik Rosnes

xxxiii N-Fr-3.4: IRREGULAR TURBO CODES IN BLOCK-FADING CHANNELS...... 2018 Ghassan Kraidy, Joseph Boutros, Albert Guillén i Fàbregas

N-Fr-4: CONVOLUTIONAL CODES N-Fr-4.1: TERMINATION AND TAILBITING OF RATE-K/N DIRECT PRODUCT ...... 2023 CONVOLUTIONAL CODES Francesca Vatta, Vladimir Sidorenko, Martin Bossert N-Fr-4.2: UEP-OPTIMAL CONVOLUTIONAL ENCODERS WITH SMALLEST MCMILLAN ...... 2028 DEGREE Chung-Hsuan Wang, Wei-Fan Wu, Jian-Jia Weng

W-Mo-1: OPTICAL CHANNELS W-Mo-1.1: INTERFERENCE FOCUSING FOR MITIGATING CROSS-PHASE MODULATION ...... 2033 IN A SIMPLIFIED OPTICAL FIBER MODEL Hassan Ghozlan, Gerhard Kramer W-Mo-1.2: PPM DEMODULATION: ON APPROACHING FUNDAMENTAL LIMITS OF ...... 2038 OPTICAL COMMUNICATIONS Saikat Guha, Jonathan Habif, Masahiro Takeoka W-Mo-1.3: PERFORMANCE ANALYSIS OF AN ASYNCHRONOUS MULTI-USER ...... 2043 COMMUNICATION SYSTEM FOR OPTICAL NETWORKS Luca Venturino, Vinay A. Vaishampayan, Mark D. Feuer, Xiaodong Wang W-Mo-1.4: HYBRID FREE-SPACE OPTICAL AND RADIO-FREQUENCY ...... 2048 COMMUNICATIONS: OUTAGE ANALYSIS Nick Letzepis, Khoa D. Nguyen, Albert Guillén i Fàbregas, William G. Cowley

W-Mo-2: MULTI-CELL SYSTEMS W-Mo-2.1: JOINT SCHEDULING AND HYBRID ARQ FOR MULTI-CELL MU-MIMO ...... 2053 DOWNLINK Hooman Shirani-Mehr, Giuseppe Caire, Haralabos Papadopoulos, Sean Ramprashad W-Mo-2.2: MULTI-CELL MIMO DOWNLINK WITH FAIRNESS CRITERIA: THE LARGE ...... 2058 SYSTEM LIMIT Hoon Huh, Giuseppe Caire, Sung-Hyun Moon, Inkyu Lee W-Mo-2.3: ROBUST BEAMFORMING FOR MULTI-CELL DOWNLINK TRANSMISSION...... 2063 Ali Tajer, Narayan Prasad, Xiaodong Wang W-Mo-2.4: INTERFERENCE MITIGATION WITH JOINT BEAMFORMING AND COMMON ...... 2068 MESSAGE DECODING IN MULTICELL SYSTEMS Hayssam Dahrouj, Wei Yu

W-Mo-3: COGNITIVE RADIO, ADAPATION, AND SCALING W-Mo-3.1: ROBUST COGNITIVE RADIO VIA GAME THEORY...... 2073 Jiaheng Wang, Gesualdo Scutari, Daniel P. Palomar W-Mo-3.2: COEXISTENCE THROUGH ARQ RETRANSMISSIONS IN FADING COGNITIVE ...... 2078 RADIO CHANNELS Ramy Tannious, Aria Nosratinia W-Mo-3.3: FAIR RATE ADAPTATION IN MULTIUSER INTERFERENCE CHANNELS...... 2083 Ali Tajer, Narayan Prasad, Xiaodong Wang W-Mo-3.4: CAPACITY SCALING LAW BY MULTIUSER DIVERSITY IN COGNITIVE RADIO ...... 2088 SYSTEMS Jun-Pyo Hong, Wan Choi xxxiv W-Mo-4: WIRELESS SYSTEMS W-Mo-4.1: NEW BOUNDS FOR THE SUM CAPACITY OF BINARY AND NONBINARY ...... 2093 SYNCHRONOUS CDMA SYSTEMS Shayan Dashmiz, Mohammad Reza Takapoui, Pedram Pad, Farokh Marvasti W-Mo-4.2: ANALYSIS OF LARGE MIMO DS-CDMA SYSTEMS WITH IMPERFECT CSI AND ...... 2098 SPATIAL CORRELATION Mikko Vehkaperä, Keigo Takeuchi, Ralf Müller, Toshiyuki Tanaka W-Mo-4.3: LARGE SYSTEM ANALYSIS OF ITERATIVE MULTIUSER JOINT DECODING ...... 2103 WITH AN UNCERTAIN NUMBER OF USERS Adrià Tauste Campo, Albert Guillén i Fàbregas W-Mo-4.4: REGULARIZED BLIND DETECTION FOR MIMO COMMUNICATIONS...... 2108 Yuejie Chi, Yiyue Wu, Robert Calderbank W-Mo-4.5: BELIEF PROPAGATION BASED MIMO DETECTION OPERATING ON ...... 2113 QUANTIZED CHANNEL OUTPUT Amine Mezghani, Josef A. Nossek

W-Tu-1: MIMO DOWNLINK W-Tu-1.1: MAX-MIN WEIGHTED SIR FOR MIMO DOWNLINK SYSTEM: OPTIMALITY ...... 2118 AND ALGORITHMS Desmond W.H. Cai, Tony Q.S. Quek, Chee Wei Tan W-Tu-1.2: A NEW ROBUST TRANSMISSION TECHNIQUE FOR THE MULTIUSER MIMO ...... 2123 DOWNLINK Gerhard Wunder, Jan Schreck, Peter Jung, Howard Huang, Reinaldo Valenzuela W-Tu-1.3: LARGE SYSTEM ANALYSIS OF PROJECTION BASED ALGORITHMS FOR THE ...... 2128 MIMO BROADCAST CHANNEL Christian Guthy, Wolfgang Utschick, Michael Honig W-Tu-1.4: CAPACITY SCALING OF MIMO BROADCAST CHANNELS WITH RANDOM USER ...... 2133 DISTRIBUTION Illsoo Sohn, Jeffrey G. Andrews, Kwang Bok Lee

W-Tu-2: PRECODING W-Tu-2.1: JOINT FEC CODING AND LINEAR PRECODING FOR MIMO ISI CHANNELS...... 2138 Chongbin Xu, Xiaojun Yuan, Ping Li, Xiaokang Lin W-Tu-2.2: X- AND Y-CODES FOR MIMO PRECODING...... 2143 Saif Khan Mohammed, Emanuele Viterbo, Yi Hong, Ananthanarayanan Chockalingam W-Tu-2.3: PRECODING WITH X-CODES TO INCREASE CAPACITY WITH DISCRETE ...... 2148 INPUT ALPHABETS Saif Khan Mohammed, Emanuele Viterbo, Yi Hong, Ananthanarayanan Chockalingam W-Tu-2.4: ON THE CAPACITY ACHIEVING COVARIANCE MATRIX FOR FREQUENCY ...... 2153 SELECTIVE MIMO CHANNELS USING THE ASYMPTOTIC APPROACH Florian Dupuy, Philippe Loubaton

W-Tu-3: DIVERSITY W-Tu-3.1: DISTRIBUTED ROTATION RECOVERS SPATIAL DIVERSITY...... 2158 Sheng Yang, Jean-Claude Belfiore W-Tu-3.2: DIVERSITY OF MMSE MIMO RECEIVERS...... 2163 Ahmed Hesham Mehana, Aria Nosratinia

xxxv W-Tu-3.3: OUTAGE DIVERSITY OF MIMO BLOCK-FADING CHANNELS WITH CAUSAL ...... 2168 CHANNEL STATE INFORMATION Khoa D. Nguyen, Nick Letzepis, Albert Guillén i Fàbregas, Lars K. Rasmussen W-Tu-3.4: MULTIUSER SWITCHED SCHEDULING SYSTEMS WITH PER-USER ...... 2173 THRESHOLD AND POST-USER SELECTION Haewoon Nam, Mohamed-Slim Alouini

W-Tu-4: DIVERSITY-MULTIPLEXING TRADEOFF I W-Tu-4.1: THE DIVERSITY-MULTIPLEXING TRADEOFF OF THE SYMMETRIC MIMO ...... 2178 HALF-DUPLEX RELAY CHANNEL Sanjay Karmakar, Mahesh Varanasi W-Tu-4.2: ON THE DIVERSITY, MULTIPLEXING, AND ARRAY GAIN TRADEOFF IN ...... 2183 MIMO CHANNELS Luis G. Ordóñez, Daniel P. Palomar, Javier R. Fonollosa W-Tu-4.3: THE DIVERSITY-MULTIPLEXING TRADEOFF OF THE MIMO Z ...... 2188 INTERFERENCE CHANNEL Sanjay Karmakar, Mahesh Varanasi W-Tu-4.4: DIVERSITY-MULTIPLEXING TRADEOFF IN MIMO GAUSSIAN ...... 2193 INTERFERENCE CHANNELS Hsiao-Feng Lu W-Tu-4.5: DIVERSITY-MULTIPLEXING-TRADEOFF-OPTIMAL 2-USER SCHEDULING IN ...... 2198 AN M-USER GAUSSIAN MULTIPLE-ACCESS CHANNEL Manav Garg, Mahesh K. Varanasi

W-We-2: DIVERSITY-MULTIPLEXING TRADEOFF II W-We-2.1: FUNDAMENTAL RATE-RELIABILITY-COMPLEXITY LIMITS IN OUTAGE ...... 2203 LIMITED MIMO COMMUNICATIONS Petros Elia, Joakim Jalden W-We-2.2: DIVERSITY-MULTIPLEXING-DELAY TRADEOFFS IN MIMO MULTIHOP ...... 2208 NETWORKS WITH ARQ Yao Xie, Andrea Goldsmith W-We-2.3: THE DIVERSITY-MULTIPLEXING TRADEOFF OF THE SYMMETRIC MIMO ...... 2213 2-USER INTERFERENCE CHANNEL Sanjay Karmakar, Mahesh Varanasi W-We-2.4: DIVERSITY-MULTIPLEXING TRADEOFF AND OUTAGE PROBABILITY IN ...... 2218 MIMO RELAY CHANNELS Georgy Levin, Sergey Loyka W-We-2.5: DISTORTION OUTAGE PROBABILITY IN MIMO BLOCK-FADING CHANNELS...... 2223 Li Peng, Albert Guillén i Fàbregas

W-Th-1: SPACE-TIME CODES AND ITERATIVE DETECTION W-Th-1.1: REDUCED ML-DECODING COMPLEXITY, FULL-RATE STBCS FOR 4 ...... 2228 TRANSMIT ANTENNA SYSTEMS Pavan Koteshwar, B.Sundar Rajan W-Th-1.2: TRAINING-SYMBOL EMBEDDED, HIGH-RATE COMPLEX ORTHOGONAL ...... 2233 DESIGNS FOR RELAY NETWORKS Jagadeesh Harshan, B.Sundar Rajan, Are Hjorungnes W-Th-1.3: ITERATIVE DATA DETECTION AND DECODING USING LIST CHANNEL ...... 2238 ESTIMATION AND MARKOV CHAIN MONTE CARLO Xuehong Mao, Rong-Rong Chen, Behrouz Farhang-Boroujeny xxxvi W-Th-1.4: MODELLING THE DECODER AND DEMAPPER EXIT CHART CURVES IN ...... 2243 BICM-ID SYSTEMS: BEC APPROXIMATIONS William Carson, Miguel Rodrigues, Ian Wassell

W-Th-2: NEAR-ML DETECTION W-Th-2.1: LATTICE SEQUENTIAL DECODER FOR CODED MIMO CHANNEL: ...... 2248 PERFORMANCE AND COMPLEXITY ANALYSIS Walid Abediseid, Mohamed Oussama Damen W-Th-2.2: NEAR-ML DETECTION BASED ON SEMI-DEFINITE PROGRAMMING FOR ...... 2253 UWB COMMUNICATIONS Qi Zhou, Xiaoli Ma, Robert Rice W-Th-2.3: SOFT-OUTPUT SPHERE DECODER FOR MULTIPLE-SYMBOL ...... 2258 DIFFERENTIAL DETECTION OF IMPULSE-RADIO ULTRA-WIDEBAND Andreas Schenk, Robert F.H. Fischer W-Th-2.4: RANDOMIZED LATTICE DECODING: BRIDGING THE GAP BETWEEN ...... 2263 LATTICE REDUCTION AND SPHERE DECODING Shuiyin Liu, Cong Ling, Damien Stehle

W-Th-3: BROADCAST AND INTERFERENCE CHANNELS W-Th-3.1: LINEAR BEAMFORMING FOR THE SPATIALLY CORRELATED MISO ...... 2268 BROADCAST CHANNEL Vasanthan Raghavan, Venugopal Veeravalli, Stephen Hanly W-Th-3.2: ON THE DEGREES OF FREEDOM OF THE COMPOUND MISO BROADCAST ...... 2273 CHANNELS WITH FINITE STATES Mohammad Ali Maddah-Ali W-Th-3.3: STATISTICAL BEAMFORMER DESIGN FOR THE TWO-ANTENNA ...... 2278 INTERFERENCE CHANNEL Vasanthan Raghavan, Stephen Hanly W-Th-3.4: PARTIAL ZERO-FORCING PRECODING FOR THE INTERFERENCE CHANNEL ...... 2283 WITH PARTIALLY COOPERATING TRANSMITTERS Siddarth Hari, Wei Yu

W-Th-4: PRACTICAL ASPECTS OF INTERFERENCE ALIGNMENT W-Th-4.1: A SIMPLE SINR CHARACTERIZATION FOR LINEAR INTERFERENCE ...... 2288 ALIGNMENT OVER UNCERTAIN MIMO CHANNELS Behrang Nosrat-Makouei, Jeffrey G. Andrews, Robert W. Heath Jr. W-Th-4.2: AN ITERATIVE ALGORITHM FOR JOINT SIGNAL AND INTERFERENCE ...... 2293 ALIGNMENT K. Raj Kumar, Feng Xue W-Th-4.3: ROBUST APPROXIMATE LATTICE ALIGNMENT DESIGN FOR K-PAIRS ...... 2298 QUASI-STATIC MIMO INTERFERENCE CHANNELS WITH IMPERFECT CSI Huang Huang, Vincent K. N. Lau, Yinggang Du, Sheng Liu

W-Fr-1: MULTIPLE ACCESS SYSTEMS W-Fr-1.1: SELF-ORGANIZED SPECTRUM SHARING IN LARGE MIMO ...... 2303 MULTIPLE-ACCESS CHANNELS Romain Couillet, H. Vincent Poor, Merouane Debbah W-Fr-1.2: UP-LINK MULTI-USER MIMO CAPACITY IN LOW-POWER REGIME...... 2308 Pasquale Memmolo, Marco Lops, Antonia Maria Tulino, Reinaldo Valenzuela

xxxvii W-Fr-1.3: MULTIPLE-ACCESS CHANNEL CAPACITY REGION WITH INCOMPLETE ...... 2313 CHANNEL STATE INFORMATION Augusto Aubry, Antonia Maria Tulino, Sivarama Venkatesan W-Fr-1.4: SUM-CAPACITY AND THE UNIQUE SEPARABILITY OF THE PARALLEL ...... 2318 GAUSSIAN MAC-Z-BC NETWORK Viveck Cadambe, Syed Jafar

W-Fr-2: WIRELESS MULTI-CAST W-Fr-2.1: MULTICAST CAPACITY SCALING OF WIRELESS NETWORKS WITH ...... 2323 MULTICAST OUTAGE Chun-Hung Liu, Jeffrey G. Andrews W-Fr-2.2: ACHIEVING THE CAPACITY BOUNDS OF MULTICAST IN LARGE-SCALE ...... 2328 WIRELESS NETWORKS Kejie Lu, Wang Liu, Jianping Wang, Tao Zhang, Shengli Fu W-Fr-2.3: WIRELESS MULTICASTING VIA ITERATIVE OPTIMIZATION...... 2333 Lihua Wan, Jie Luo

W-Fr-3: FINITE-RATE AND LIMITED FEEDBACK W-Fr-3.1: A POSTERIOR MATCHING SCHEME FOR FINITE-STATE CHANNELS WITH ...... 2338 FEEDBACK Jung Hyun Bae, Achilleas Anastasopoulos W-Fr-3.2: FINITE-RATE FEEDBACK OF INPUT COVARIANCE MATRICES IN MIMO ...... 2343 SYSTEMS Rajesh T. Krishnamachari, Mahesh K. Varanasi W-Fr-3.3: LIMITED FEEDBACK DESIGN FOR MIMO-RELAY ASSISTED CELLULAR ...... 2348 NETWORKS WITH BEAMFORMING Wei Xu, Xiaodai Dong W-Fr-3.4: CSI FEEDBACK SCALING RATE VS MULTIPLEXING GAIN TRADEOFF FOR ...... 2353 DPC-BASED TRANSMISSION IN THE GAUSSIAN MIMO BROADCAST CHANNEL Chinmay Vaze, Mahesh Varanasi

W-Fr-4: ENERGY AND POWER IN WIRELESS SYSTEMS W-Fr-4.1: MINIMUM ENERGY PER BIT IN WIRELESS NETWORKS WITH ...... 2358 CORRELATED INFORMATION Anders Host-Madsen W-Fr-4.2: SHANNON MEETS TESLA: WIRELESS INFORMATION AND POWER TRANSFER...... 2363 Pulkit Grover, Anant Sahai W-Fr-4.3: OPTIMAL ENERGY ALLOCATION FOR WIRELESS COMMUNICATIONS ...... 2368 POWERED BY ENERGY HARVESTERS Chin Keong Ho, Rui Zhang W-Fr-4.4: INFORMATION-THEORETIC TRADEOFFS OF THROUGHPUT AND CHIP ...... 2373 POWER CONSUMPTION FOR DECODING ERROR-CORRECTING CODES Pulkit Grover, Hari Palaiyanur, Anant Sahai

Q-Mo-1: NETWORK CODING CAPACITY Q-Mo-1.1: ON CAPACITY REGIONS OF NON-MULTICAST NETWORKS...... 2378 Terence Chan, Alex Grant

xxxviii Q-Mo-1.2: MCMC METHODS FOR ENTROPY OPTIMIZATION AND NONLINEAR ...... 2383 NETWORK CODING Sormeh Shadbakht, Babak Hassibi Q-Mo-1.3: ON GROUP NETWORK CODES: INGLETON-BOUND VIOLATIONS AND ...... 2388 INDEPENDENT SOURCES Wei Mao, Matthew Thill, Babak Hassibi Q-Mo-1.4: CAPACITY FOR HALF-DUPLEX LINE NETWORKS WITH TWO SOURCES...... 2393 Tobias Lutz, Gerhard Kramer, Christoph Hausl

Q-Mo-2: NETWORK CODING I Q-Mo-2.1: FUNCTION COMPUTATION VIA SUBSPACE CODING...... 2398 Nikhil Karamchandani, Lorenzo Keller, Christina Fragouli, Massimo Franceschetti Q-Mo-2.2: SYSTEMATIC NETWORK CODING FOR TIME-DIVISION DUPLEXING...... 2403 Daniel E. Lucani, Muriel Medard, Milica Stojanovic Q-Mo-2.3: VECTOR NETWORK CODING ALGORITHMS...... 2408 Javad Ebrahimi, Christina Fragouli Q-Mo-2.4: CODING FOR LINEAR OPERATOR CHANNELS OVER FINITE FIELDS...... 2413 Shenghao Yang, Jin Meng, En-Hui Yang

Q-Mo-3: NETWORK CODING AND ERROR CORRECTION Q-Mo-3.1: ON NETWORK-ERROR CORRECTING CONVOLUTIONAL CODES UNDER ...... 2418 THE BSC EDGE ERROR MODEL Krishnan Prasad, B.Sundar Rajan Q-Mo-3.2: POLYTOPE CODES AGAINST ADVERSARIES IN NETWORKS...... 2423 Oliver Kosut, Lang Tong, David Tse Q-Mo-3.3: UNIVERSAL SECURE ERROR-CORRECTING SCHEMES FOR NETWORK ...... 2428 CODING Danilo Silva, Frank Kschischang Q-Mo-3.4: VULNERABILITY OF MRD-CODE-BASED UNIVERSAL SECURE NETWORK ...... 2433 CODING AGAINST STRONGER EAVESDROPPERS Eitaro Shioji, Ryutaroh Matsumoto, Tomohiko Uyematsu

Q-Mo-4: RATELESS CODES Q-Mo-4.1: UNEQUAL ERROR PROTECTION RATELESS CODING DESIGN FOR ...... 2438 MULTIMEDIA MULTICASTING Yu Cao, Steven Blostein, Wai-Yip Chan Q-Mo-4.2: EFFICIENT SYMBOL SORTING FOR HIGH INTERMEDIATE RECOVERY ...... 2443 RATE OF LT CODES Ali Talari, Behzad Shahrasbi, Nazanin Rahnavard Q-Mo-4.3: COLLECTING CODED COUPONS OVER GENERATIONS...... 2448 Yao Li, Emina Soljanin, Predrag Spasojevic Q-Mo-4.4: DISTRIBUTED RATELESS CODES WITH UEP PROPERTY...... 2453 Ali Talari, Nazanin Rahnavard Q-Mo-4.5: CODING PACKETS OVER REORDERING CHANNELS...... 2458 Douglas Leith, Dinkar Vasudevan

xxxix Q-Tu-1: CRYPTOGRAPHY I Q-Tu-1.1: A SMART APPROACH FOR GPT CRYPTOSYSTEM BASED ON RANK CODES...... 2463 Haitham Rashwan, Ernst M. Gabidulin, Bahram Honary Q-Tu-1.2: CRYPTANALYSIS OF A FAST ENCRYPTION SCHEME FOR DATABASES...... 2468 Stéphane Jacob Q-Tu-1.3: PRIMITIVE POLYNOMIALS FOR ROBUST SCRAMBLERS AND STREAM ...... 2473 CIPHERS AGAINST REVERSE ENGINEERING Xin-Wen Wu, Soo Ngee Koh, Chee-Cheon Chui Q-Tu-1.4: DIFFERENTIAL PROPERTIES OF POWER FUNCTIONS...... 2478 Céline Blondeau, Anne Canteaut, Pascale Charpin

Q-Tu-2: CRYPTOGRAPHY II Q-Tu-2.1: A SIMPLE SECRET SHARING SCHEME USING A KEY AND ITS SECURITY ...... 2483 AGAINST SUBSTITUTION OF SHARES Hiroki Koga Q-Tu-2.2: A ZERO-SUM PROPERTY FOR THE KECCAK-F PERMUTATION WITH 18 ...... 2488 ROUNDS Christina Boura, Anne Canteaut Q-Tu-2.3: ALGEBRAIC ATTACK ON THE ALTERNATING STEP(R,S) GENERATOR...... 2493 Mehdi M. Hassanzadeh, Tor Helleseth Q-Tu-2.4: NLHB : A NON-LINEAR HOPPER-BLUM PROTOCOL...... 2498 Mukundan Madhavan, Andrew Thangaraj, Yogesh Sankarasubramanian, Kapali Viswanathan

Q-Tu-3: SECRECY WITH FADING AND JAMMING Q-Tu-3.1: SECURE COMMUNICATION OVER FADING CHANNELS WITH STATISTICAL ...... 2503 QOS CONSTRAINTS Deli Qiao, Mustafa Cenk Gursoy, Senem Velipasalar Q-Tu-3.2: ACTIVE EAVESDROPPING IN FAST FADING CHANNELS: A BLOCK-MARKOV ...... 2508 WYNER SECRECY ENCODING SCHEME George Amariucai, Shuangqing Wei Q-Tu-3.3: A NEW JAMMING TECHNIQUE FOR SECRECY IN MULTI-ANTENNA ...... 2513 WIRELESS NETWORKS Omar Bakr, Raghuraman Mudumbai Q-Tu-3.4: IMPACT OF CHANNEL SPARSITY AND CORRELATED EAVESDROPPING ON ...... 2518 SECRET KEY GENERATION FROM MULTIPATH CHANNEL RANDOMNESS Tzu-Han Chou, Stark Draper, Akbar Sayeed

Q-Tu-4: CODES FOR SECURITY Q-Tu-4.1: USING CODING TECHNIQUES TO ANALYZE WEAK FEEDBACK ...... 2523 POLYNOMIALS Martin Hell Q-Tu-4.2: TWO-LEVEL FINGERPRINTING: STRONGER DEFINITIONS AND CODE ...... 2528 CONSTRUCTIONS N. Prasanth Anthapadmanabhan, Alexander Barg Q-Tu-4.3: SECURITY EMBEDDING CODES...... 2533 Hung Ly, Tie Liu, Yufei Blankenship Q-Tu-4.4: CONSTRUCTION OF WIRETAP CODES FROM ORDINARY CHANNEL CODES...... 2538 Masahito Hayashi, Ryutaroh Matsumoto

xl Q-Tu-4.5: ON SECURE DISTRIBUTED DATA STORAGE UNDER REPAIR DYNAMICS...... 2543 Sameer Pawar, Salim El Rouayheb, Kannan Ramchandran

Q-We-2: WIRETAP CHANNEL Q-We-2.1: WIRETAP CHANNEL WITH CAUSAL STATE INFORMATION...... 2548 Yeow Khiang Chia, Abbas El Gamal Q-We-2.2: SECRECY CAPACITY OF THE DEGRADED POISSON WIRETAP CHANNEL...... 2553 Amine Laourine, Aaron Wagner Q-We-2.3: SECURITY OF CONCATENATED ENCODERS FOR WIRETAP CHANNELS...... 2558 Mitsuru Hamada Q-We-2.4: ON THE SECRECY DEGRESS OF FREEDOM OF THE MULTI-ANTENNA ...... 2563 BLOCK FADING WIRETAP CHANNELS Mari Kobayashi, Pablo Piantanida, Sheng Yang, Shlomo Shamai (Shitz) Q-We-2.5: THE CAPACITY-EQUIVOCATION REGION OF THE MIMO GAUSSIAN WIRETAP ...... 2568 CHANNEL Ruoheng Liu, Tie Liu, H. Vincent Poor, Shlomo Shamai (Shitz)

Q-Th-1: SECRECY IN NETWORKS Q-Th-1.1: ON COOPERATIVE SECRECY FOR DISCRETE MEMORYLESS RELAY ...... 2573 NETWORKS Etienne Perron, Suhas Diggavi, Emre Telatar Q-Th-1.2: MIMO GAUSSIAN BROADCAST CHANNELS WITH CONFIDENTIAL AND ...... 2578 COMMON MESSAGES Ruoheng Liu, Tie Liu, H. Vincent Poor, Shlomo Shamai (Shitz) Q-Th-1.3: GAUSSIAN MIMO BROADCAST CHANNELS WITH COMMON AND ...... 2583 CONFIDENTIAL MESSAGES Ersen Ekrem, Sennur Ulukus Q-Th-1.4: ON THE SECURE DOF OF THE SINGLE-ANTENNA MAC...... 2588 Ghadamali Bagherikaram, Abolfazl Seyed Motahari, Amir Keyvan Khandani

Q-Th-2: KEY GENERATION Q-Th-2.1: CAPACITY OF A SHARED SECRET KEY...... 2593 Imre Csiszar, Prakash Narayan Q-Th-2.2: SECRET KEY AGREEMENT FROM VECTOR GAUSSIAN SOURCES BY RATE ...... 2597 LIMITED PUBLIC COMMUNICATION Shun Watanabe, Yasutada Oohama Q-Th-2.3: ASSISTED COMMON INFORMATION...... 2602 Vinod Prabhakaran, Manoj Prabhakaran Q-Th-2.4: CHANNEL INTRINSIC RANDOMNESS...... 2607 Matthieu Bloch

Q-Th-3: SECRECY AND COMBINATORICS Q-Th-3.1: SECURE COMPUTING...... 2612 Himanshu Tyagi, Prakash Narayan, Piyush Gupta Q-Th-3.2: ON UNCONDITIONALLY SECURE OBLIVIOUS TRANSFER FROM ...... 2617 CONTINUOUS CHANNELS Motohiko Isaka

xli Q-Th-3.3: PERFECT SECRECY AND COMBINATORIAL TREE PACKING...... 2622 Sirin Nitinawarat, Prakash Narayan Q-Th-3.4: MODELING LOCATION UNCERTAINTY FOR EAVESDROPPERS: A SECRECY ...... 2627 GRAPH APPROACH Satashu Goel, Vaneet Aggarwal, Aylin Yener, Robert Calderbank

Q-Th-4: GAME THEORY AND BIOMETRICS Q-Th-4.1: THE ROLE OF GAME THEORY IN KEY AGREEMENT OVER A PUBLIC ...... 2632 CHANNEL Nebojsa Milosavljevic, Michael Gastpar, Kannan Ramchandran Q-Th-4.2: SECRECY GAMES OVER THE COGNITIVE CHANNEL...... 2637 Elizabeth Toher, O. Ozan Koyluoglu, Hesham El-Gamal Q-Th-4.3: A THEORY OF UTILITY AND PRIVACY OF DATA SOURCES...... 2642 Lalitha Sankar, S. Raj Rajagopalan, H. Vincent Poor Q-Th-4.4: CODING THEOREMS FOR BIOMETRIC SYSTEMS...... 2647 Manabu Koide, Hirosuke Yamamoto Q-Th-4.5: PERFORMANCE ANALYSIS OF IDENTIFICATION SYSTEM BASED ON ORDER ...... 2652 STATISTICS LIST DECODER Farzad Farhadzadeh, Sviatoslav Voloshynovskiy, Oleksiy Koval

Q-Fr-1: QUANTUM CODES Q-Fr-1.1: CONVOLUTIONAL ENTANGLEMENT DISTILLATION...... 2657 Mark Wilde, Hari Krovi, Todd Brun Q-Fr-1.2: CLUSTERED BOUNDED-DISTANCE DECODING OF CODEWORD-STABILIZED ...... 2662 QUANTUM CODES Yunfan Li, Ilya Dumer, Markus Grassl, Leonid P. Pryadko Q-Fr-1.3: CLIFFORD SUBSYSTEM CODES...... 2667 Andreas Klappenecker Q-Fr-1.4: MULTI-ERROR-CORRECTING AMPLITUDE DAMPING CODES...... 2672 Runyao Duan, Markus Grassl, Zhengfeng Ji, Bei Zeng

Q-Fr-2: QUANTUM CODES AND SECURITY Q-Fr-2.1: SECURE KEY RATE OF THE BB84 PROTOCOL USING FINITE SAMPLE BITS...... 2677 Yousuke Sano, Ryutaroh Matsumoto, Tomohiko Uyematsu Q-Fr-2.2: QUANTUM DISTINGUISHER BETWEEN THE 3-ROUND FEISTEL CIPHER AND ...... 2682 THE RANDOM PERMUTATION Hidenori Kuwakado, Masakatu Morii Q-Fr-2.3: PERFECT QUANTUM NETWORK COMMUNICATION PROTOCOL BASED ON ...... 2686 CLASSICAL NETWORK CODING Hirotada Kobayashi, Francois Le Gall, Harumichi Nishimura, Martin Roetteler Q-Fr-2.4: NEW CLASSES OF TOPOLOGICAL QUANTUM CODES DERIVED FROM ...... 2691 EMBEDDINGS OF GRAPHS ON COMPACT SURFACES Clarice Albuquerque, Reginaldo Palazzo Jr., Eduardo Silva

Q-Fr-3: QUANTUM INFORMATION THEORY Q-Fr-3.1: SUPER-DUPER-ACTIVATION OF THE ZERO-ERROR QUANTUM CAPACITY...... 2695 Jianxin Chen, Toby Cubitt, Aram Harrow, Graeme Smith

xlii Q-Fr-3.2: EQUALITY CONDITIONS FOR THE QUANTUM F-RELATIVE ENTROPY AND ...... 2698 GENERALIZED DATA PROCESSING INEQUALITIES Naresh Sharma Q-Fr-3.3: LEFTOVER HASHING AGAINST QUANTUM SIDE INFORMATION...... 2703 Marco Tomamichel, Renato Renner, Christian Schaffner, Adam Smith Q-Fr-3.4: AN ALGEBRAIC APPROACH TO INFORMATION THEORY...... 2708 Manas Patra, Samuel Braunstein

Q-Fr-4: QUANTUM ENTANGLEMENT Q-Fr-4.1: ENTANGLEMENT GENERATION WITH A QUANTUM CHANNEL AND A SHARED ...... 2713 STATE Mark Wilde, Min-Hsiu Hsieh Q-Fr-4.2: ENTANGLEMENT TRANSMISSION OVER ARBITRARILY VARYING QUANTUM ...... 2718 CHANNELS , Igor Bjelakovic, Holger Boche, Janis Nötzel

Author Index

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