2016 Academic Program Review of Graduate Programs
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Mathematics of Data Science
SIAM JOURNAL ON Mathematics of Data Science Volume 2 • 2020 Editor-in-Chief Tamara G. Kolda, Sandia National Laboratories Section Editors Mark Girolami, University of Cambridge, UK Alfred Hero, University of Michigan, USA Robert D. Nowak, University of Wisconsin, Madison, USA Joel A. Tropp, California Institute of Technology, USA Associate Editors Maria-Florina Balcan, Carnegie Mellon University, USA Vianney Perchet, ENSAE, CRITEO, France Rina Foygel Barber, University of Chicago, USA Jonas Peters, University of Copenhagen, Denmark Mikhail Belkin, University of California, San Diego, USA Natesh Pillai, Harvard University, USA Robert Calderbank, Duke University, USA Ali Pinar, Sandia National Laboratories, USA Coralia Cartis, University of Oxford, UK Mason Porter, University of Califrornia, Los Angeles, USA Venkat Chandrasekaran, California Institute of Technology, Maxim Raginsky, University of Illinois, USA Urbana-Champaign, USA Patrick L. Combettes, North Carolina State University, USA Bala Rajaratnam, University of California, Davis, USA Alexandre d’Aspremont, CRNS, Ecole Normale Superieure, Philippe Rigollet, MIT, USA France Justin Romberg, Georgia Tech, USA Ioana Dumitriu, University of California, San Diego, USA C. Seshadhri, University of California, Santa Cruz, USA Maryam Fazel, University of Washington, USA Amit Singer, Princeton University, USA David F. Gleich, Purdue University, USA Marc Teboulle, Tel Aviv University, Israel Wouter Koolen, CWI, the Netherlands Caroline Uhler, MIT, USA Gitta Kutyniok, University of Munich, Germany -
Digital Communication Systems 2.2 Optimal Source Coding
Digital Communication Systems EES 452 Asst. Prof. Dr. Prapun Suksompong [email protected] 2. Source Coding 2.2 Optimal Source Coding: Huffman Coding: Origin, Recipe, MATLAB Implementation 1 Examples of Prefix Codes Nonsingular Fixed-Length Code Shannon–Fano code Huffman Code 2 Prof. Robert Fano (1917-2016) Shannon Award (1976 ) Shannon–Fano Code Proposed in Shannon’s “A Mathematical Theory of Communication” in 1948 The method was attributed to Fano, who later published it as a technical report. Fano, R.M. (1949). “The transmission of information”. Technical Report No. 65. Cambridge (Mass.), USA: Research Laboratory of Electronics at MIT. Should not be confused with Shannon coding, the coding method used to prove Shannon's noiseless coding theorem, or with Shannon–Fano–Elias coding (also known as Elias coding), the precursor to arithmetic coding. 3 Claude E. Shannon Award Claude E. Shannon (1972) Elwyn R. Berlekamp (1993) Sergio Verdu (2007) David S. Slepian (1974) Aaron D. Wyner (1994) Robert M. Gray (2008) Robert M. Fano (1976) G. David Forney, Jr. (1995) Jorma Rissanen (2009) Peter Elias (1977) Imre Csiszár (1996) Te Sun Han (2010) Mark S. Pinsker (1978) Jacob Ziv (1997) Shlomo Shamai (Shitz) (2011) Jacob Wolfowitz (1979) Neil J. A. Sloane (1998) Abbas El Gamal (2012) W. Wesley Peterson (1981) Tadao Kasami (1999) Katalin Marton (2013) Irving S. Reed (1982) Thomas Kailath (2000) János Körner (2014) Robert G. Gallager (1983) Jack KeilWolf (2001) Arthur Robert Calderbank (2015) Solomon W. Golomb (1985) Toby Berger (2002) Alexander S. Holevo (2016) William L. Root (1986) Lloyd R. Welch (2003) David Tse (2017) James L. -
Iso 14644-4:2001(E)
INTERNATIONAL ISO STANDARD 14644-4 First edition 2001-04-01 Cleanrooms and associated controlled environments — Part 4: Design, construction and start-up Salles propres et environnements maîtrisés apparentés — Partie 4: Conception, construction et mise en fonctionnement Reference number ISO 14644-4:2001(E) © ISO 2001 Dit document mag slechts op een stand-alone PC worden geïnstalleerd. Gebruik netwerk is alleen toegestaan als een aanvullende licentieovereenkomst voor netwerkgebruik met NEN is afgesloten. This document may only be used on a stand-alone PC. Use in network is permitted when supplementary license agreement for use in a network with NEN has been concluded. Dit document is door NEN onder licentie verstrekt aan: / This document has been supplied under license by NEN to: GTI N.V. M.R. Janmohamed 2004/10/15 ISO 14644-4:2001(E) PDF disclaimer This PDF file may contain embedded typefaces. In accordance with Adobe's licensing policy, this file may be printed or viewed but shall not be edited unless the typefaces which are embedded are licensed to and installed on the computer performing the editing. In downloading this file, parties accept therein the responsibility of not infringing Adobe's licensing policy. The ISO Central Secretariat accepts no liability in this area. Adobe is a trademark of Adobe Systems Incorporated. Details of the software products used to create this PDF file can be found in the General Info relative to the file; the PDF-creation parameters were optimized for printing. Every care has been taken to ensure that the file is suitable for use by ISO member bodies. -
Principles of Communications ECS 332
Principles of Communications ECS 332 Asst. Prof. Dr. Prapun Suksompong (ผศ.ดร.ประพันธ ์ สขสมปองุ ) [email protected] 1. Intro to Communication Systems Office Hours: Check Google Calendar on the course website. Dr.Prapun’s Office: 6th floor of Sirindhralai building, 1 BKD 2 Remark 1 If the downloaded file crashed your device/browser, try another one posted on the course website: 3 Remark 2 There is also three more sections from the Appendices of the lecture notes: 4 Shannon's insight 5 “The fundamental problem of communication is that of reproducing at one point either exactly or approximately a message selected at another point.” Shannon, Claude. A Mathematical Theory Of Communication. (1948) 6 Shannon: Father of the Info. Age Documentary Co-produced by the Jacobs School, UCSD- TV, and the California Institute for Telecommunic ations and Information Technology 7 [http://www.uctv.tv/shows/Claude-Shannon-Father-of-the-Information-Age-6090] [http://www.youtube.com/watch?v=z2Whj_nL-x8] C. E. Shannon (1916-2001) Hello. I'm Claude Shannon a mathematician here at the Bell Telephone laboratories He didn't create the compact disc, the fax machine, digital wireless telephones Or mp3 files, but in 1948 Claude Shannon paved the way for all of them with the Basic theory underlying digital communications and storage he called it 8 information theory. C. E. Shannon (1916-2001) 9 https://www.youtube.com/watch?v=47ag2sXRDeU C. E. Shannon (1916-2001) One of the most influential minds of the 20th century yet when he died on February 24, 2001, Shannon was virtually unknown to the public at large 10 C. -
MIMO Wireless Communications Ezio Biglieri, Robert Calderbank, Anthony Constantinides, Andrea Goldsmith, Arogyaswami Paulraj and H
Cambridge University Press 978-0-521-13709-6 - MIMO Wireless Communications Ezio Biglieri, Robert Calderbank, Anthony Constantinides, Andrea Goldsmith, Arogyaswami paulraj and H. Vincent Poor Frontmatter More information MIMO Wireless Communications Multiple-input multiple-output (MIMO) technology constitutes a breakthrough in the design of wireless communication systems, and is already at the core of several wireless standards. Exploiting multi-path scattering, MIMO techniques deliver significant performance enhancements in terms of data transmission rate and interference reduction. This book is a detailed introduction to the analysis and design of MIMO wireless systems. Beginning with an overview of MIMO technology, the authors then examine the fundamental capacity limits of MIMO systems. Transmitter design, including precoding and space–time coding, is then treated in depth, and the book closes with two chapters devoted to receiver design. Written by a team of leading experts, the book blends theoretical analysis with physical insights, and highlights a range of key design challenges. It can be used as a textbook for advanced courses on wireless communications, and will also appeal to researchers and practitioners working on MIMO wireless systems. Ezio Biglieri is a professor in the Department of Technology at the Universitat Pompeu Fabra, Barcelona. Robert Calderbank is a professor in the Departments of Electrical Engineering and Mathematics at Princeton University, New Jersey. Anthony Constantinides is a professor in the Department of Electrical and Electronic Engineering at Imperial College of Science, Technology and Medicine, London. Andrea Goldsmith is a professor in the Department of Electrical Engineering at Stanford University, California. Arogyaswami Paulraj is a professor in the Department of Electrical Engineering at Stanford University, California. -
Appendix No. 1 Specifications
Government of Canada Existing Building Renovation Issued for Tender 144202775.200 St. Paul, Alberta Appendix No. 1 Specifications June 8, 2016 GOVERNMENT OF CANADA Existing Building Renovation Section 00 01 01 St. Paul, Alberta, Canada SPECIFICATION INDEX Project No.: 144202775.200 Page 1 of 4 DIVISION 02 EXISTING CONDITIONS Section 02 41 16 Selective Demolition ................................................................... 5 Section 02 83 33 Lead Abatement and Removal ..................................................... 9 Section 02 83 33.01 Initial Lead Surface Contamination Assessment ....................... 10 DIVISION 03 CONCRETE Section 03 10 00 Concrete Forming and Accessories ........................................... 10 Section 03 20 00 Concrete Reinforcing ................................................................... 7 Section 03 30 00 Cast-in Place Concrete ............................................................... 15 DIVISION 04 MASONRY Section 04 05 00 Common Work Results for Masonry ........................................... 8 Section 04 05 12 Masonry Mortar ........................................................................... 5 Section 04 05 19 Masonry Anchorage and Reinforcing .......................................... 5 Section 04 22 00 Concrete Unit Masonry ................................................................ 6 DIVISION 05 METALS Section 05 50 00 Metal Fabrications ....................................................................... 9 Section 05 72 00 Stainless Steel Fabrications -
Dell EMC Poweredge R640 Technical Guide
Dell EMC PowerEdge R640 Technical Guide Regulatory Model: E39S Series Regulatory Type: E39S001 June 2021 Rev. A08 Notes, cautions, and warnings NOTE: A NOTE indicates important information that helps you make better use of your product. CAUTION: A CAUTION indicates either potential damage to hardware or loss of data and tells you how to avoid the problem. WARNING: A WARNING indicates a potential for property damage, personal injury, or death. © 2017 - 2021 Dell Inc. or its subsidiaries. All rights reserved. Dell, EMC, and other trademarks are trademarks of Dell Inc. or its subsidiaries. Other trademarks may be trademarks of their respective owners. Contents Chapter 1: Product overview......................................................................................................... 5 Introduction...........................................................................................................................................................................5 New technologies................................................................................................................................................................ 5 Chapter 2: System features...........................................................................................................7 Product comparison............................................................................................................................................................ 7 Technical specifications.................................................................................................................................................... -
Scientific Workplace· • Mathematical Word Processing • LATEX Typesetting Scientific Word· • Computer Algebra
Scientific WorkPlace· • Mathematical Word Processing • LATEX Typesetting Scientific Word· • Computer Algebra (-l +lr,:znt:,-1 + 2r) ,..,_' '"""""Ke~r~UrN- r o~ r PooiliorK 1.931'J1 Po6'lf ·1.:1l26!.1 Pod:iDnZ 3.881()2 UfW'IICI(JI)( -2.801~ ""'"""U!NecteoZ l!l!iS'11 v~ 0.7815399 Animated plots ln spherical coordln1tes > To make an anlm.ted plot In spherical coordinates 1. Type an expression In thr.. variables . 2 WMh the Insertion poilt In the expression, choose Plot 3D The next exampfe shows a sphere that grows ftom radius 1 to .. Plot 3D Animated + Spherical The Gold Standard for Mathematical Publishing Scientific WorkPlace and Scientific Word Version 5.5 make writing, sharing, and doing mathematics easier. You compose and edit your documents directly on the screen, without having to think in a programming language. A click of a button allows you to typeset your documents in LAT£X. You choose to print with or without LATEX typesetting, or publish on the web. Scientific WorkPlace and Scientific Word enable both professionals and support staff to produce stunning books and articles. Also, the integrated computer algebra system in Scientific WorkPlace enables you to solve and plot equations, animate 20 and 30 plots, rotate, move, and fly through 3D plots, create 3D implicit plots, and more. MuPAD' Pro MuPAD Pro is an integrated and open mathematical problem solving environment for symbolic and numeric computing. Visit our website for details. cK.ichan SOFTWARE , I NC. Visit our website for free trial versions of all our products. www.mackichan.com/notices • Email: info@mac kichan.com • Toll free: 877-724-9673 It@\ A I M S \W ELEGRONIC EDITORIAL BOARD http://www.math.psu.edu/era/ Managing Editors: This electronic-only journal publishes research announcements (up to about 10 Keith Burns journal pages) of significant advances in all branches of mathematics. -
[Pdf] ISO Cleanroom Standards and Federal Standard
FS209E and ISO Cleanroom Standards Terra Universal is the leading expert in the design and fabrication of critical-environment applications. We offer a complete range of equipment, furnishing and supplies for cleanroooms and laboratories. Following are the rigorous standards to which Terra Universal adheres. Before global cleanroom classifications and standards were adopted by the International Standards Organization (ISO), the U.S. General Service Administration’s standards (known as FS209E) were applied virtually worldwide. However, as the need for international standards grew, the ISO established a technical committee and several working groups to delineate its own set of standards. FS209E contains six classes, while the ISO 14644-1 classification system adds two cleaner standards and one dirtier standard (see chart below). The “cleanest” cleanroom in FS209E is referred to as Class 1; the “dirtiest” cleanroom is a class 100,000. ISO cleanroom classifications are rated according to how much particulate of specific sizes exist per cubic meter (see second chart). The “cleanest” cleanroom is a class 1 and the “dirtiest” a class 9. ISO class 3 is approximately equal to FS209E class 1, while ISO class 8 approximately equals FS209E class 100,000. By law, Federal Standard 209E can be superseded by new international standards. It is expected that 209E will be used in some industries over the next five years, but that eventually it will be replaced internationally by ISO 14644-1. Before global cleanroom classifications and standards were adopted by the International Standards Organization (ISO), the U.S. General Service Administration’s standards (known as FS209E) were applied virtually worldwide. -
International Standard Iso 14644-1:2015(E)
INTERNATIONAL ISO STANDARD 14644-1 Second edition 2015-12-15 Cleanrooms and associated controlled environments — Part 1: Classification of air cleanliness by particle concentration Salles propres et environnements maîtrisés apparentés — Partie 1: Classification de la propreté particulaire de l’air Reference number ISO 14644-1:2015(E) Este documento ha sido adquirido por CVTEC el 3 de Febrero de 2016. © ISO 2015 Para poder utilizarlo en un sistema de red interno, deberá disponer de la correspondiente licencia de AENOR ISO 14644-1:2015(E) COPYRIGHT PROTECTED DOCUMENT © ISO 2015, Published in Switzerland All rights reserved. Unless otherwise specified, no part of this publication may be reproduced or utilized otherwise in any form orthe by requester. any means, electronic or mechanical, including photocopying, or posting on the internet or an intranet, without prior written permission. Permission can be requested from either ISO at the address below or ISO’s member body in the country of Ch. de Blandonnet 8 • CP 401 ISOCH-1214 copyright Vernier, office Geneva, Switzerland Tel. +41 22 749 01 11 Fax +41 22 749 09 47 www.iso.org [email protected] ii Este documento ha sido adquirido por CVTEC el 3 de Febrero de 2016.© ISO 2015 – All rights reserved Para poder utilizarlo en un sistema de red interno, deberá disponer de la correspondiente licencia de AENOR ISO 14644-1:2015(E) Contents Page Foreword ........................................................................................................................................................................................................................................iv -
The ACC 2009 Awards Ceremony Program, Including Lists of Past
AAOO The 2009 AACC Awards Ceremony AMERICAN AUTOMATIC CONTROL COUNCIL AIAA, AIChE, AIST, ASCE, ASME, IEEE, ISA, SCS 2009 American Control Conference St. Louis, Missouri, USA June 11, 2009 AWARDS PROGRAM 2009 ACC BEST STUDENT-PAPER AWARD Finalists and Winner Announced during Awards Ceremony O. HUGO SCHUCK BEST PAPER AWARD Robert D. Gregg and Mark W. Spong, “Reduction-based Control with Application to Three-Dimensional Bipedal Walking Robots” K. Stegath, N. Sharma, C. M. Gregory, and W. E. Dixon, “Nonlinear Tracking Control of a Human Limb via Neuromuscular Electrical Stimulation” DONALD P. ECKMAN AWARD Paulo Tabuada CONTROL ENGINEERING PRACTICE AWARD Suresh M. Joshi JOHN R. RAGAZZINI EDUCATION AWARD George Stephanopoulos RICHARD E. BELLMAN CONTROL HERITAGE AWARD George Leitmann PAST RECIPIENTS DONALD P. ECKMAN AWARD 1964 Michael Athans 1965 John Bollinger 1966 Roger Bakke 1967 Roger Brockett 1968 Robert E. Larson 1969 W. Harmon Ray 1970 John Seinfeld 1971 Raman Mehra 1972 Cecil L. Smith 1973 Edison Tse 1974 Timothy L. Johnson 1975 Alan S. Willsky 1976 Robert W. Atherton 1977 Nils R. Sandell, Jr. 1978 Narendra K. Gupta 1979 Joe Hong Chow 1980 Manfred Morari 1981 Rajan Suri 1982 Bruce Hajek 1983 John C. Doyle 1984 Mark A. Shayman 1985 P. R. Kumar 1986 Yaman Arkun 1987 R. Shoureshi 1988 Bijoy K. Ghosh 1989 P. P. Khargonekar 1990 Shankar S. Sastry 1991 Carl N. Nett 1992 Stephen P. Boyd 1993 Munther Dahleh 1994 Kameshwar Poolla 1995 Andrew Packard 1996 Jeff S. Shamma 1997 R. M. Murray 1998 I. Kanellakopoulos 1999 Andrew R. Teel 2000 Richard D. Braatz 2001 Dawn M. -
Tata Institute of Fundamental Research
Tata Institute of Fundamental Research NAAC Self-Study Report, 2016 VOLUME 3 VOLUME 3 1 Departments, Schools, Research Centres and Campuses School of Technology and School of Mathematics Computer Science (STCS) School of Natural Sciences Chemical Sciences Astronomy and (DCS) Main Campus Astrophysics (DAA) Biological (Colaba) High Energy Physics Sciences (DBS) (DHEP) Nuclear and Atomic Condensed Matter Physics (DNAP) Physics & Materials Theoretical Physics (DTP) Science (DCMPMS) Mumbai Homi Bhabha Centre for Science Education (HBCSE) Pune National Centre for Radio Astrophysics (NCRA) Bengaluru National Centre for Biological Sciences (NCBS) International Centre for Theoretical Sciences (ICTS) Centre for Applicable Mathematics (CAM) Hyderabad TIFR Centre for Interdisciplinary Sciences (TCIS) VOLUME 3 2 SECTION B3 Evaluative Report of Departments (Research Centres) VOLUME 3 3 Index VOLUME 1 A-Executive Summary B1-Profile of the TIFR Deemed University B1-1 B1-Annexures B1-A-Notification Annex B1-A B1-B-DAE National Centre Annex B1-B B1-C-Gazette 1957 Annex B1-C B1-D-Infrastructure Annex B1-D B1-E-Field Stations Annex B1-E B1-F-UGC Review Annex B1-F B1-G-Compliance Annex B1-G B2-Criteria-wise inputs B2-I-Curricular B2-I-1 B2-II-Teaching B2-II-1 B2-III-Research B2-III-1 B2-IV-Infrastructure B2-IV-1 B2-V-Student Support B2-V-1 B2-VI-Governance B2-VI-1 B2-VII-Innovations B2-VII-1 B2-Annexures B2-A-Patents Annex B2-A B2-B-Ethics Annex B2-B B2-C-IPR Annex B2-C B2-D-MOUs Annex B2-D B2-E-Council of Management Annex B2-E B2-F-Academic Council and Subject