2018 International Conference on Information and Communication Technology Convergence
(ICTC 2018)
Jeju Island, South Korea
17-19 October 2018
Pages 1-747
IEEE Catalog Number: CFP1892M-POD ISBN: 978-1-5386-5042-4
1/2
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IEEE Catalog Number: CFP1892M-POD ISBN (Print-On-Demand): 978-1-5386-5042-4 ISBN (Online): 978-1-5386-5041-7 ISSN: 2162-1233
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TABLE OF CONTENTS
SPECTRAL COEXISTENCE OF IMT-2020 WITH FIXED-SATELLITE SERVICE IN THE 27-27.5 GHZ BAND ...... 1 Yeongi Cho ; Hyunki Kim ; Ernest Edwin Ahiagbe ; Han-Shin Jo
CALCULATED DISTANCE ERROR IMPROVEMENT BY USING ELEVATION MASK IN RELAY TYPE GPS...... 7 Norifumi Murai ; Takatoshi Sugiyama
COMPLEXITY REDUCTION OF MMSE METHOD FOR ITERATIVE MIMO SYSTEMS...... 10 Saleem Ahmed ; Fahad Iqbal ; Sooyoung Kim
3D BEAMFORMING FOR 5G MILLIMETER WAVE SYSTEMS USING SINGULAR VALUE DECOMPOSITION AND PARTICLE SWARM OPTIMIZATION APPROACHES...... 15 Osama Alluhaibi ; Manish Nair ; Amjed Hazzaa ; Aza Mihbarey ; Jiangzhou Wang
SPATIO-TEMPORAL MOBILE DATA TRAFFIC MODELING USING FOURIER TRANSFORM TECHNIQUES ...... 20 Yosef Abera ; Dereje Hailemariam
STATEFUL CONTAINER MIGRATION EMPLOYING CHECKPOINT-BASED RESTORATION FOR ORCHESTRATED CONTAINER CLUSTERS ...... 25 SeungYong Oh ; JongWon Kim
ENERGY-EFFICIENT TASK PARTITIONING FOR CNN-BASED OBJECT DETECTION IN HETEROGENEOUS COMPUTING ENVIRONMENT...... 31 Eun-Young Oh ; Wan-Gyu Han ; Eun-Ju Yang ; Jae-Ho Jeong ; Laku Lemi ; Chan-Hyun Youn
LOCATION PREDICTION BASED ON VARIABLE-ORDER MARKOV MODEL AND USER'S SPATIO- TEMPORAL RULE...... 37 Ying Xia ; Yu Gong ; Xu Zhang ; Hae-young Bae
THE CASE OF BIG DATA PLATFORM SERVICES FOR SEMICONDUCTOR WAFER FABRICATION FOUNDRIES...... 41 Andy R. Chang ; Yu-Ling Chen ; Po-Yu Chou ; Yen-Zhou Huang ; Hung-Chang Hsiao ; Tsung-Ting Hsieh ; Michael Hsu ; C.-C. Lee ; Hsin-Yin Lee ; Yun-Chi Shih ; Wei-An Shih ; Chien-Hsiang Tang ; Chia-Ping Tsai ; Kuan-Po Tseng
AN APPROACH ON A COMBINATION OF HIGHER-ORDER STATISTICS AND HIGHER-ORDER DIFFERENTIAL ENERGY OPERATOR FOR DETECTING PATHOLOGICAL VOICE WITH MACHINE LEARNING...... 46 Jihye Moon ; Sanghun Kim
THE DESIGN OF COST EFFICIENT HEALTH MONITORING SYSTEM BASED ON INTERNET OF THINGS AND BIG DATA ...... 52 Muhammad Rifqi Ma’arif ; Agung Priyanto ; Chanief Budi Setiawan ; Puji Winar Cahyo
AUTOMATION OF DATA COLLECTION TECHNIQUES FOR RECORDING FOOD INTAKE: A REVIEW OF PUBLICLY AVAILABLE AND WELL-ADOPTED DIET APPS...... 58 Klaus L. Fuchs ; Mirella Haldimann ; Denis Vuckovac ; Alexander Ilic
MEDICATION ADHERENCE SUPPORTING MODEL BASED ON MARKOV LOGIC NETWORK USING TUBERCULOSIS PATIENTS DATA ...... 66 Bumhwi Kim ; Kee-Koo Kwon ; Kyu Hyung Kim ; Eunchang Choi ; Jae-Wook Nah Jeyun
EFFICIENT SIC-MMSE DETECTION USING NEUMANN SERIES EXPANSION ...... 69 Zhilin Fu ; Satya Chan ; Sooyoung Kim
A SIMPLE RELAXATION SCHEME FOR POLAR CODES ...... 74 Sungkwon Hong ; Onur Sahin ; Chunxuan Ye ; Fengjun Xi
A BRIEF REVIEW: THE ROLES IN TRIGGERING KNOWLEDGE MANAGEMENT SCHEME ADOPTION TO INCREASE ENTERPRISE PERFORMANCE ...... 79 Richardus Eko Indrajit ; Saide Saide ; Rahmat Trialih ; Hsiao-Lan Wei ; Herzavina Herzavina
PERFORMANCE OF SIM/S-QAM FSO SYSTEMS WITH PHASE ERRORS IN GAMMA-GAMMA TURBULENCE CHANNELS...... 85 Thang V. Nguyen ; Anh-Tuan H. Bui ; Ngoc T. Dang ; Anh T. Pham
MINIMIZING BACKUP CAPACITY CONSIDERING ROUTINGS IN PRIMARY AND BACKUP NETWORKS FOR RANDOM MULTIPLE LINK FAILURES...... 91 Soudalin Khouangvichit ; Eiji Oki ; Nattapong Kitsuwan
TOWARDS A BLOCKCHAIN-ENABLED IOT PLATFORM USING ONEM2M STANDARDS ...... 97 ChangHyung Lee ; Lewis Nkenyereye ; NakMyoung Sung ; JaeSeung Song
RELATIONAL LOCALIZATION BASED AUGMENTED REALITY INTERFACE FOR IOT APPLICATIONS ...... 103 Sandhya Baskaran ; Hari Kumar Nagabushanam
A SHIFT FROM MONOLITHIC TO COMPOUND DIGITIZATION: A NEW PERSPECTIVE OF DIGITAL ECONOMY...... 107 Toshihiko Yamakami
EXPLORING WEB OBJECTS ENABLED DATA-DRIVEN MICROSERVICES FOR E-HEALTH SERVICE PROVISION IN IOT ENVIRONMENT ...... 112 Muhammad Aslam Jarwar ; Sajjad Ali ; Ilyoung Chong
SEGMENTATION AND RECONSTRUCTION OF 3D MODELS FROM A POINT CLOUD WITH DEEP NEURAL NETWORKS...... 118 Jurij Slabanja ; Blaž Meden ; Peter Peer ; Aleš Jaklič ; Franc Solina
FULL-DUPLEX WIRELESS-POWERED IOT NETWORKS WITH UNMANNED AERIAL VEHICLE ...... 124 Han-Ting Ye ; Xin Kang ; Ying-Chang Liang ; Jingon Joung
COMBINED ACCESS BARRING FOR ENERGY AND DELAY CONSTRAINED MACHINE TYPE COMMUNICATIONS...... 130 Waqas Tariq Toor ; Hu Jin
DEEP-LEARNING BASED COOPERATIVE SPECTRUM PREDICTION FOR COGNITIVE NETWORKS ...... 133 Bethelhem Seifu Shawel ; Dereje Hailemariam Woledegebre ; Sofie Pollin
ON FRONTHAUL COMPRESSION AND TRANSMISSION STRATEGIES FOR UTILITY MAXIMIZATION IN C-RAN...... 138 Zhenjun Dong ; Jian Zhao
IOT BASED UAV PLATFORM FOR EMERGENCY SERVICES ...... 144 Soumya Kanti Datta ; Jean-Luc Dugelay ; Christian Bonnet
A CLIENT BASED DNSSEC VALIDATION MECHANISM WITH RECURSIVE DNS SERVER SEPARATION ...... 148 Yong Jin ; Masahiko Tomoishi ; Nariyoshi Yamai
SENSOR POSITIONING AND DATA ACQUISITION FOR ACTIVITY RECOGNITION USING DEEP LEARNING...... 154 Seungeun Chung ; Jiyoun Lim ; Kyoung Ju Noh ; Ga Gue Kim ; Hyun Tae Jeong
A MESSAGE SHARING SYSTEM THAT ENABLES HIGHLY ACCURATE SPACE ATTACHMENT LINKED WITH THE WEB...... 160 Shunki Kitsunai ; Junji Takahashi ; Yoshito Tobe
ONLINE VISUAL NOVEL GAME FRAMEWORK ...... 166 Rizky Yuniar Hakkun ; A. Z. D. Al Sabah ; Kholid Fathoni ; Nana Ramadijanti ; Achmad Basuki
ENABLING COMMUNICATION TECHNOLOGIES FOR AUTOMATED UNMANNED VEHICLES IN INDUSTRY 4.0 ...... 171 Amina Fellan ; Christian Schellenberger ; Marc Zimmermann ; Hans D. Schotten
REDUCING MAC OPERATION IN CONVOLUTIONAL NEURAL NETWORK WITH SIGN PREDICTION ...... 177 Jiho Chang ; Yoonsung Choi ; Taegyoung Lee ; Junhee Cho
A DESIGN AND IMPLEMENTAION OF CARRY DISTANCE PREDICTION MODEL USING ARTIFICIAL NEURAL NETWORK...... 183 Jun Young Ko ; Kyeong-Rok Kim ; Jae-Hyun Kim
CLASSIFICATION OF MALICIOUS TRAFFIC USING TENSORFLOW MACHINE LEARNING...... 186 Li-Der Chou ; Chia-Wei Tseng ; Meng-Sheng Lai ; Wei-Yu Chen ; Kuo-Chung Chen ; Chia-Kuan Yen ; Tsung-Fu Ou ; Wei-Hsiang Tsai ; Yi-Hsuan Chiu
FEATURE ANALYSIS ON ENGLISH WORD DIFFICULTY BY GAUSSIAN MIXTURE MODEL...... 191 Hua Yang ; Suyong EUM
SYSTEM-LEVEL PERFORMANCE PROPERTIES OF MILLIMETER WAVE MULTICELL NETWORKS ...... 195 Han-Kyul Park ; Guk-Hui Shin ; Yunbae Kim ; Seungkeun Park ; Taesoo Kwon
OPPORTUNISTIC MEDIUM ACCESS FOR HYPER-DENSE BEAMFORMED IEEE 802.11AX WIRELESS NETWORKS...... 198 Dohyun Kwon ; Joongheon Kim
STUDY OF ALMOST BLANK SUBFRAME CONFIGURATIONS FOR TRAFFIC OFFLOAD IN HETNETS ...... 201 Nonthapat Teerasuttakorn ; Kittipong Nuanyai ; Alireza Zamani ; Anke Schmeink ; Soamsiri Chantaraskul
EFFICIENT LLR CALCULATION FOR UPLINK CODED MASSIVE MIMO SYSTEMS ...... 207 Meixiang Zhang ; Zhi Zhang ; Sooyoung Kim
DESIGN OF SCALABLE SDN BASED EMBMS/WLAN NETWORK ARCHITECTURE ASSISTED BY FOG COMPUTING...... 216 JanFizza Bukhari ; Wonyong Yoon
INCREASING MINIMUM DISTANCE OF POLAR CODES WITH OUTER PARITY-CHECK CODES ...... 219 Kyungmok Oh ; Daejin Kim ; Jeongseok Ha
A HYBRID ARQ PROTOCOL FOR THE COMMUNICATION SYSTEM WITH MULTIPLE CHANNELS...... 222 Qian Li ; Chun-Xiang Chen
"KAWULU": A VOICE BASED SOCIAL NETWORK USING SMART MOBILE DEVICES FOR THE VISUALLY IMPAIRED COMMUNITY IN SRI LANKA ...... 228 Kulani Sumanasekera ; Shifan Mihilar ; Chanduni Wickramasinghe ; Shiromi Arunathilake
STUDY ON ERROR-CORRECTING USING OUTPUT LEVEL OF CORRELATION RECEIVERS AND HAMMING CODES IN CDMA COMMUNICATIONS...... 234 Yusuke Tsuruda ; Akio Tsuneda
REVIEW OF ENERGY EFFICIENT RESOURCE ALLOCATION TECHNIQUES IN MASSIVE MIMO SYSTEM...... 237 Amare Kassaw ; Dereje Hailemariam ; A. M. Zoubir
A DISCREPANCY VIEW MODEL OF STANDARDIZATION OF WEB TECHNOLOGY...... 243 Toshihiko Yamakami
PERFORMANCE ANALYSIS OF CNI (CONTAINER NETWORKING INTERFACE) BASED CONTAINER NETWORK...... 248 Youngki Park ; Hyunsik Yang ; Younghan Kim
OPTIMAL TASK OFFLOADING AND RESOURCE ALLOCATION IN SOFTWARE-DEFINED VEHICULAR EDGE COMPUTING ...... 251 Sukjin Choo ; Joonwoo Kim ; Sangheon Pack
PERFORMANCE ANALYSIS OF RESTFUL API AND RABBITMQ FOR MICROSERVICE WEB APPLICATION ...... 257 Xian Jun Hong ; Hyun Sik Yang ; Young Han Kim
A VNF DESCRIPTOR GENERATOR FOR TACKER-BASED NFV MANAGEMENT AND ORCHESTRATION ...... 260 Tri-Hai Nguyen ; Myungsik Yoo
A CONGESTION CONTRIBUTION-BASED TRAFFIC ENGINEERING SCHEME USING SOFTWARE- DEFINED NETWORKING ...... 263 Dongjin Hong ; Jinyong Kim ; Jaehoon Paul Jeong
AN AUTOMATA-BASED SECURITY POLICY TRANSLATION FOR NETWORK SECURITY FUNCTIONS...... 268 Jinhyuk Yang ; Jaehoon Paul Jeong
A STUDY ON DEVELOPMENT OF SELECTION STANDARDS OF MAKER EDUCATION TEACHING AIDS...... 273 Woochun Jun
A STUDY ON DEVELOPMENT OF EVALUATION STANDARDS FOR UNPLUGGED ACTIVITY...... 279 Woochun Jun
DESIGNING A CURRICULUM OF FINANCIAL BIG DATA FOR COLLEGE STUDENT...... 282 Jinwook Baek
DEVELOPMENT OF EVALUATION STANDARDS OF LEARNERS FOR PHYSICAL COMPUTING ...... 285 Woochun Jun
A STUDY ON THE DEVELOPMENT OF TEACHER COMPETENCY STANDARDS IN DIGITAL TEXTBOOK ENVIRONMENT ...... 291 Suk-Ki Hong ; Sang-Chul Yoon
DESIGN OF THE DRIVER-ADAPTIVE VEHICLE INTERACTION SYSTEM ...... 297 Kyongho Kim ; HyunKyun Choi ; Byungtae Jang
DESIGN OF DRIVER READINESS EVALUATION SYSTEM IN AUTOMATED DRIVING ENVIRONMENT...... 300 HyunSuk Kim ; Woojin Kim ; Jungsook Kim ; Seung-Jun Lee ; DaeSub Yoon
SENSOR SELECTION FRAMEWORKS FOR PRACTICAL DSM IN LEVEL 3 AUTOMATED VEHICLES...... 303 Woojin Kim ; Hyun-Suk Kim ; Seung-Jun Lee ; Jungsook Kim ; Daesub Yoon
A BLE ENABLED APS FOR PEDESTRIANS OF VISUALLY IMPAIRED...... 309 Jungsook Kim ; Juwan Kim ; Daesub Yoon
A SYSTEM ARCHITECTURE FOR AUTHORING AND UTILIZING A REALISTIC 3D GEOSPATIAL CITY MODEL ...... 312 Junghee Jo ; Insung Jang ; In-Hak Joo ; JaeJun Yoo
INDIVIDUAL STABLE DRIVING PATTERN ANALYSIS FOR EVALUATING DRIVER READINESS AT AUTONOMOUS DRIVING LEVELS 2 AND 3...... 315 Min Seok Lee ; Jinhyeok Park ; Young Jae Jang ; Woojin Kim ; Daesub Yoon
IMPROVED SD-BASED PRECODER SELECTION FOR MIMO-OFDM SYSTEMS WITH ML DETECTION...... 320 Jaeyoung Park ; Jaekwon Kim
JOINT MISSION ASSIGNMENT AND LOCATION MANAGEMENT FOR UAVS IN MISSION-CRITICAL FLYING AD HOC NETWORKS...... 323 Do-Yup Kim ; Jang-Won Lee
PSEUDO RANGE ESTIMATION MODEL BASED ON RECEIVED GPS SIGNAL POWER IN MANY SKYSCRAPERS ENVIRONMENTS ...... 329 Toshinari Hayakawa ; Norifumi Murai ; Takatoshi Sugiyama
3-D MODELING AND ANALYSIS OF BLOCKAGE EFFECTS ON THE PERFORMANCE OF URBAN WIRELESS COMMUNICATION SYSTEMS ...... 332 Soumaya Bachtobji ; Kais Hassan ; Aymen Omri ; Kosai Raoof ; Ridha Bouallegue
LCP FOR MANAGING SMART GREENHOUSE ...... 337 Juyoung Park ; Wook Hyun ; Mi Young Huh
DOA ESTIMATION IN CYCLIC PREFIX OFDM SYSTEMS IN LOS MMWAVE CHANNEL USING MONOPULSE RATIO ...... 342 Hoil Kim ; Jonghyun Kim ; Kwang Hoon Lee ; Kwang Soon Kim
SPECTRAL LEAKAGE REDUCTION OF POWER-DELAY-DOPPLER PROFILE FOR MM-WAVE V2I CHANNEL ...... 346 Kyung-Won Kim ; Jae-Joon Park ; Myung-Don Kim ; Juyul Lee
DESIGN AND PERFORMANCE ANALYSIS OF VEHICLE MIMO SYSTEM FOR NR-BASED ENHANCED V2X...... 351 Sangmi Moon ; Intae Hwang
PERFORMANCE EVALUATION OF DIFFERENT FADING CHANNELS IN VEHICULAR AD HOC NETWORKS...... 356 Fantian Zeng ; Chunxiao Li ; Haitao Wang
SUCCESS PROBABILITY AND AREA SPECTRAL EFFICIENCY IN CELLULAR NETWORKS ...... 362 Haitao Wang ; Chunxiao Li ; Fantian Zeng ; Anran Zhen ; Wasinee Noonpakdee
FULL DUPLEX-AWARE BACKOFF FOR IMPROVING CHANNEL UTILIZATION IN FULL DUPLEX WLANS...... 366 Wonjung Kim ; Taeyoon Kim ; Sohyun Joo ; Sangheon Pack
INTERFERENCE ANALYSIS OF JOINT-SPATIAL-DIVISION AND REUSE METHOD FOR NEXT- GENERATION WLAN SYSTEM...... 369 Xi Lei Chen ; Moon Kyu Jo ; Jung Seop Lee ; Kwang Soon Kim
CELL SELECTION METHOD OF CO-CHANNEL DEPLOYMENT IN HETEROGENEOUS LTE-ADVANCED NETWORK...... 373 Teerapat Sanguankotchakorn ; Hettipathirannehelage Chaturi Hettipathirana
CHARACTERISTIC OF HPA NONLINEAR DISTORTION EFFECTS IN MIMO-GFDM SYSTEMS ...... 379 Ari Endang Jayati ; Wirawan ; Titiek Suryani ; Endroyono
LATENCY ANALYSIS OF UAV BASED COMMUNICATION NETWORKS ...... 385 Mouayad Horani ; Mazen O. Hasna
DESIGN OF SFC MANAGEMENT SYSTEM BASED ON SDN AND NFV...... 391 Li-Der Chou ; Chia-Wei Tseng ; Shun-Yu Xie ; Pin-Hao Chen ; Yu-zhe Lee ; Chia-Kuan Yen ; Wei-Hsiang Tsai ; Sen Su
FAST FAILURE RECOVERY FOR IN-BAND CONTROLLED MULTI-CONTROLLER OPENFLOW NETWORKS...... 396 Kwan-Yee Chan ; Chen-Hua Chen ; Yi-Huei Chen ; Yun-Ju Tsai ; Steven S. W. Lee ; Cheng-Shong Wu
APPLICATION OF TCP MULTI-PATHIZATION METHOD WITH SDN BY IOT DEVICES TO WEB SERVICE ...... 402 Yuki Yoshida ; Yoshihiro Ito
EVALUATING SOFTWARE-DEFINED NETWORKING-DRIVEN EDGE CLOUDS FOR 5G CRITICAL COMMUNICATIONS...... 405 Fabian Kurtz ; Igor Laukhin ; Caner Bektas ; Christian Wietfeld
GOOD FOR ONE? GOOD FOR ALL!: STRATEGIC VALUE OF THE MOBILE VIRTUAL NETWORK OPERATOR OWNED BY HOST MOBILE NETWORK OPERATOR...... 411 YeonJin Park ; Se-Youn Jung
CONVOLUTIONAL NEURAL NETWORK ALGORITHM WITH PARAMETERIZED ACTIVATION FUNCTION FOR MELANOMA CLASSIFICATION...... 417 Abdulaziz Namozov ; Young Im Cho
THE EFFECT OF BINAURAL BEAT-BASED AUDIOVISUAL STIMULATION ON BRAIN WAVES AND CONCENTRATION ...... 420 Jinhyeok Park ; Hyunjin Kwon ; Seokhwan Kang ; Youngho Lee
AN AUTHENTICATION PROTOCOL FOR SMARTPHONE INTEGRATED AMBIENT ASSISTED LIVING SYSTEM...... 424 Salimov Mirjalol ; Taeg Keun Whangbo
STUDY ON DETECT STROKE SYMPTOMS USING FACE FEATURES ...... 429 Sabina Umirzakova ; Taeg Keun Whangbo
BUILDING COST-EFFECTIVE MODEL FOR PREDICTING ß-AMYLOID BURDEN BY COMBINATION OF CORTICAL THICKNESS, VOLUME, AND NEUROPSYCHOLOGICAL ASSESSMENT MEASURES ...... 432 Hyunwoong Ko ; Taehyeong Kim ; Ko Jung-Joon Ihm ; Hong-Gee Kim
GENERALIZED SER ANALYSIS OF OFDM INDEX MODULATION FOR VEHICULAR D2D ENVIRONMENTS...... 436 Eleftherios Chatziantoniou ; Youngwook Ko
CELL COVERAGE DEGRADATION DETECTION USING DEEP LEARNING TECHNIQUES...... 446 David Mulvey ; Chuan Heng Foh ; Muhammad Ali Imran ; Rahim Tafazolli
EXPLOITING THE CAPACITY-ROUTING ABILITY OF A CLOUD RADIO ACCESS NETWORK...... 448 M. Khan ; H.S. Al-Raweshidy
OUTAGE ANALYSIS OF DISTRIBUTED BUFFERING MULTI-RELAY SELECTION FOR COOPERATIVE NETWORKS...... 454 Lu Ge ; Gaojie Chen ; Yu Gong ; Jing Wang ; Yue Zhang ; Jonathon A. Chambers
IMPACT OF MUTUAL COUPLING ON PERFORMANCE OF DOA ESTIMATION USING MUSIC...... 460 Jung-Bin Kim ; Cheon Sig Sin
EDGE-BASED ERROR CONCEALMENT FOR LINE COMPRESSION METHODS ...... 463 Ho-Young Kim ; Seong-Won Lee
IMAGE PURIFICATION THROUGH CONTROLLABLE NEURAL STYLE TRANSFER...... 466 Tongtong Zhao ; Yuxiao Yan ; Ibrahim Shehi Shehu ; HaoHui Wei ; Xianping Fu
DEEP INVERSE TONE MAPPING OPTIMIZED FOR HIGH DYNAMIC RANGE DISPLAY ...... 472 Katsuhiko Hirao ; Zhengxue Cheng ; Masaru Takeuchi ; Jiro Katto
EVALUATION OF MANGOSTEEN SURFACE QUALITY USING DISCRETE CURVELET TRANSFORM ...... 475 Slamet Riyadi ; Jaenudin ; Laila Ma’rifatul Azizah ; Cahya Damarjati ; Tony Khristanto Hariadi
MULTI-STAGE IMAGE RETRIEVAL BASED ON FEATURE AUGMENTATION WITH TRUNCATED POLYNOMIAL WEIGHT...... 480 Keundong Lee ; Seungjae Lee ; Wonyoung Yoo
CNN BASED SENTENCE CLASSIFICATION WITH SEMANTIC FEATURES USING WORD CLUSTERING ...... 484 Hwa-Yeon Kim ; Jinsu Lee ; Na Young Yeo ; Marcella Astrid ; Seung-Ik Lee ; Young-Kil Kim
AN AFFECT DETECTOR MODEL FOR GAMERS ON A ROLE-PLAYING GAME THROUGH MOUSE MOVEMENTS ...... 489 Mary Jane C. Samonte ; Larry A. Vea ; Randall Mark C. San Jose ; Arden John V. Lagoy ; Charles Eugene P. Manlapid ; Antonio Martyn P. Perez
PURCHASING PROCESS ANALYSIS WITH PROCESS MINING OF A HEAVY MANUFACTURING INDUSTRY ...... 495 Hind Rbigui ; Chiwoon Cho
A TWO-STEP SERVER SELECTION IN HYBRID CDN-P2P MESH-BASED FOR VIDEO-ON-DEMAND STREAMING...... 499 Arnon Saengarunwong ; Teerapat Sanguankotchakorn
A DATA-CENTRIC NETWORK ARCHITECTURE FOR SERVICE OPTIMIZATION AND DATA SHARING...... 505 Sunme Kim ; Sangki Kim ; Sae Hyong Park ; Sang-Ha Kim
CHANNEL ERROR DETECTION BASED CLUSTER FORMATION FOR COOPERATIVE SPECTRUM SENSING...... 509 Dost Muhammad Saqib Bhatti ; Syed Bizzat Zaidi ; Shamim Ur Rehman
BACKOFF ALGORITHMS TO AVOID TCP INCAST IN DATA CENTER NETWORKS ...... 515 Shigeyuki Osada ; Daichi Izumi ; Shiden Kishimoto ; Yukinobu Fukushima ; Tokumi Yokohira
THE EFFECT OF USING ATTRIBUTE INFORMATION IN NETWORK TRAFFIC PREDICTION WITH DEEP LEARNING...... 521 Yusuke Tokuyama ; Yukinobu Fukushima ; Tokumi Yokohira
MAXIMIZING DENSE NETWORK FLOW THROUGH WIRELESS MULTIHOP BACKHAULING USING UAVS ...... 526 Abdullateef Almohamad ; Mazen O. Hasna ; Tamer Khattab ; Mohamed Haouari
OPTIMAL LOW-POWER WORKOUT STATE CLASSIFICATION FOR MULTIPLE CONFIGURATIONS...... 535 Jongkuk Lim ; Seungyeon Jin ; Younggeun Choi
MITIGATING JOURNALING OVERHEAD VIA ATOMIC WRITE ...... 539 Myonghoon Oh ; Yongjae Choi ; Jongmoo Choi
DEVELOPMENT OF IOT BASED SMART SIGNAGE PLATFORM...... 543 Sunghee Lee ; Ilhong Shin ; Namkyung Lee
PERSONAL SENSORY VR INTERFACE UTILIZING WEARABLE TECHNOLOGY...... 546 Jiyoung Kang ; Junhee Lee ; Seungyeon Jin
PALM GLOVE: WEARABLE GLOVE BASED ON PALM-CAMERA FOR THUMB-TO-FINGER TAP RECOGNITION...... 549 Dongseok Yang ; Younggeun Choi
DESIGN AND IMPLEMENTATION OF USER INTERFACE THROUGH HAND MOVEMENT TRACKING AND GESTURE RECOGNITION...... 552 Jeong Hoon Seong ; Younggeun Choi
REACTIVE SERVER INTERFACE DESIGN FOR REAL-TIME DATA EXCHANGE IN MULTIPLE DATA SOURCE AND CLIENTS ...... 556 Dong-cheol Jeon ; Dae-hyung Lee ; Heejoung Hwang
PERSONAL IDENTIFICATION BY CONVOLUTIONAL NEURAL NETWORK WITH ECG SIGNAL ...... 559 Jianbo Xu ; Tianhui Li ; Ying Chen ; Wenxi Chen
EVALUATING A DEEP-LEARNING SYSTEM FOR AUTOMATICALLY CALCULATING THE STROKE ASPECT SCORE...... 564 Su-min Jung ; Taeg-keun Whangbo
STUDY ON RELIEVING VR CONTENTS USER’S FATIGUE DEGREE USING AROMA BY MEASURING EEG...... 568 Seok Hee Oh ; Taeg Keun Whangbo
INTELLIGENT 5G VEHICULAR NETWORKS: AN INTEGRATION OF DSRC AND MMWAVE COMMUNICATIONS...... 571 Zhengguo Sheng ; Andreas Pressas ; Victor Ocheri ; Falah Ali ; Richard Rudd ; Maziar Nekovee
AN ENERGY EFFICIENCY EVALUATION FRAMEWORK FOR RADIO ACCESS NETWORKS...... 577 Hao Fu ; Timothy O’Farrell
BITRATE EFFICIENT 3DOF+ 360 VIDEO VIEW SYNTHESIS FOR IMMERSIVE VR VIDEO STREAMING ...... 581 JongBeom Jeong ; Dongmin Jang ; Jang-Woo Son ; Eun-Seok Ryu
MPEG-DASH SRD BASED 360 VR TILED STREAMING SYSTEM FOR FOVEATED RENDERING ...... 587 Hyun Wook Kim ; Jin Wook Yang ; Jae Young Yang ; Jun Hwan Jang ; Woo Chool Park
DISTRIBUTED VIDEO TRANSCODING SYSTEM FOR 8K 360° VR TILED STREAMING SERVICE...... 592 Yong-Hwan Kim ; Jingang Huh ; Jinwoo Jeong
MOTION-CONSTRAINED AV1 ENCODER FOR 360 VR TILED STREAMING...... 596 Ganzorig Gankhuyag ; Jinwoo Jeong ; Yong-Hwan Kim
HYPERMEDIA APPLICATIONS WITH TRANSCODING ROBUST DATA EMBEDDING METHOD ...... 599 Min Woo Park ; Chanyul Kim ; In Kwon Choi ; Kwang Pyo Choi ; Jeong Hoon Park
FOVEATION IN NEAR-EYE HOLOGRAPHIC DISPLAY ...... 602 Jisoo Hong
CNN-BASED INDOOR PATH LOSS MODELING WITH RECONSTRUCTION OF INPUT IMAGES ...... 605 Hong Cheng ; Hyukjoon Lee ; Shengjie Ma
POLAR MODULATION WITH CR METHOD FOR OPTICAL WIRELESS COMMUNICATION MIMO SYSTEM...... 611 Junghyun Kim ; Seongjae Moon ; Youngwoo Kim ; Sunghoon Hong
A DIGITAL RESPIRATORY STETHOSCOPE METHOD USING SKIN IMAGE ...... 616 Sung-Hyeock Kim ; Kwang-Seok Hong
A NOVEL MOTION ARTIFACT DETECTION ALGORITHM BASED ON RECURRENCE PLOT PROCESSING OF PHOTOPLETHYSMOGRAM SIGNAL...... 620 S. M. A. Salehizadeh ; Ki H. Chon
HIGH ACCURACY REAL TIME MACHINE VISION FOR DIAMETER MEASUREMENT USING SIMPSON ALGORITHM ...... 625 Tony K. Hariadi ; Hasan Zidni ; Karisma Trinanda Putra ; Slamet Riyadi
ROBUST EGO-MOTION ESTIMATION AND MAP MATCHING TECHNIQUE FOR AUTONOMOUS VEHICLE LOCALIZATION WITH HIGH DEFINITION DIGITAL MAP ...... 630 Seung-Jun Han ; Jungyu Kang ; Yongwoo Jo ; Dongjin Lee ; Jeongdan Choi
INTERNET OF THINGS SOLUTION FOR MOTORCYCLE RIDERS TO OVERCOME TRAFFIC JAM IN JAKARTA USING EBKSP...... 636 Muhamad Asvial ; M. Faridz Gita Pandoyo ; Ajib Setyo Arifin
PERFORMANCE ANALYSIS FOR CITY, HIGHWAY, AND RURAL AREA IN VEHICLE-TO-VEHICLE NETWORK...... 639 Mohammed Abdulhakim Al-Absi ; Ahmed Abdulhakim Al-Absi ; Hoon Jae Lee
UTILIZATION OF V2X COMMUNICATIONS FOR VEHICLE QUEUE LENGTH ESTIMATION...... 645 Sanghyun Ahn ; Jonghwa Choi
MOUSE PICKING WITH RAY CASTING FOR 3D SPATIAL INFORMATION OPEN-PLATFORM ...... 649 Ahyun Lee ; Insung Jang
PROPOSAL OF A CONSENSUS BUILDER FOR ENVIRONMENTAL CONDITION SETTING IN SPACES WHERE PEOPLE WITH VARIOUS PREFERENCES COEXIST...... 652 Yuya Tarutani
A ZERO EMISSION NEIGHBOURHOODS DATA MANAGEMENT ARCHITECTURE FOR SMART CITY SCENARIOS: DISCUSSIONS TOWARD 6VS CHALLENGES...... 658 Amir Sinaeepourfard ; John Krogstie ; Sobah Abbas Petersen ; Arild Gustavsen
A STUDY ON APERIODIC AUTO-CORRELATION PROPERTIES OF CONCATENATED CODES BY BARKER SEQUENCES AND NFSR SEQUENCES...... 664 Shota Matsuyuki ; Akio Tsuneda
RESOURCE ALLOCATION FOR TIME-VARIANT CHANNELS IN THE NANO-COMMUNICATION NETWORKS...... 667 Li Feng ; Kyung Sup Kwak ; Qinghai Yang
DYNAMIC CONGESTION CONTROL ALGORITHM FOR MULTIPATH TRANSPORT PROTOCOLS...... 672 Tabassum Lubna ; Imtiaz Mahmud ; You-Ze Cho
STUDY OF A METHOD OF SUPPORTING IP ROUTING FOR MPTCP BY SDN...... 675 Koki Izumi ; Yoshihiro Ito
OPTIMAL RESOURCE ALLOCATION FOR FEMTOCELLS WITH BROADBAND POWER LINE BACKHAUL CONSTRAINT ...... 678 Qingyang Liu ; Xueliang Wang ; Dapeng Lin ; Shuming Xu ; Kang Wang ; Lihua Li
AN IOT SENSOR MOTE FOR PRECISION AGRICULTURE WITH SEVERAL MAC LAYER PROTOCOLS SUPPORT...... 684 José D. Adriano ; Yara C. T. Mendes ; Guilherme A. B. Marcondes ; Vasco Furtado ; Joel J. P. C. Rodrigues
A STEPWISE APPROACH FOR ENERGY EFFICIENT TRUST EVALUATION IN MILITARY IOT NETWORKS...... 689 Jihun Lim ; Young-Bae Ko ; Dohyung Kim ; Dabin Kim
BEAM SYNTHESIS UNDER FEASIBLE SCENARIOS FOR RADAR AND COMMUNICATIONS COMBINED SYSTEMS...... 693 Hyeonho Noh ; Jungeun Lee ; Hyun Jong Yang
PERFORMANCE ANALYSIS OF BEAMFORMING FOR RADAR AND COMMUNICATIONS COEXISTING SYSTEMS...... 697 Jungeun Lee ; Hyeonho Noh ; Hyun Jong Yang
THE METHOD OF SEED BASED GROUPING MALICIOUS TRAFFIC BY DEEP-LEARNING ...... 701 Ui-Jun Baek ; Jee-Tae Park ; Huru Hasanova ; Myung–Sup Kim
ANALYSIS OF POWER USAGE AT HOUSEHOLD AND PROPER ENERGY MANAGEMENT ...... 706 Jangkyum Kim ; Jaesoeb Han ; Nakyoung Kim ; Minkyung Kim ; Junkyun Choi
OPTICAL WIRELESS HYBRID NETWORKS FOR 5G AND BEYOND COMMUNICATIONS...... 709 Mostafa Zaman Chowdhury ; Moh. Khalid Hasan ; Md. Shahjalal ; Md. Tanvir Hossan ; Yeong Min Jang
DYNAMIC ACCESS CONTROL SCHEME FOR IOT DEVICES USING BLOCKCHAIN...... 713 DongYeop Hwang ; JungYong Choi ; Ki-Hyung Kim
ACCESS POINT SELECTION IN HYBRID OCC/RF EHEALTH ARCHITECTURE FOR REAL-TIME REMOTE PATIENT MONITORING...... 716 Moh. Khalid Hasan ; Md. Shahjalal ; Mostafa Zaman Chowdhury ; Yeong Min Jang
EFFICIENTLY ENCODABLE MULTI-EDGE TYPE LDPC CODES FOR LONG-DISTANCE QUANTUM CRYPTOGRAPHY...... 720 Suhwang Jeong ; Jeongseok Ha
DESIGN OF MEMS-BASED SIO2 WAVEGUIDES ON QUARTZ SUBSTRATE FOR EVANESCENT FIELD- BASED SATURABLE ABSORBERS...... 725 Changhyun Jung ; Ikjun Hong ; Minjae Lee ; Jinho Lee ; Ju Han Lee ; Dong-il Dan Cho
ANALYSIS OF RANDOM NUMBER GENERATED BY QUANTUM NOISE SOURCE AND SOFTWARE ENTROPY SOURCE...... 729 Jonghyun Lee ; Youngjin Seo ; Jun Heo
PHOTOCURRENT GENERATION MECHANISM IN GES NANOSHEET PHOTOTRANSISTOR ...... 733 Young-Sun Moon ; Kook Jin Lee ; Gyu-Tae Kim
SINGLE TRACE SIDE CHANNEL ANALYSIS ON QUANTUM KEY DISTRIBUTION...... 736 Suhri Kim ; Sunghyun Jin ; Yechan Lee ; Byeonggyu Park ; Hanbit Kim ; Seokhie Hong
MIXED QUANTUM STATE DYNAMICS ESTIMATION WITH ARTIFICIAL NEURAL NETWORK ...... 740 Changjun Kim ; June-Koo Kevin Rhee ; Woojun Lee ; Jaewook Ahn
A POSITIONING ACCURACY ENHANCEMENT METHOD BASED ON INTER-VEHICULAR COMMUNICATION AND SELF-ORGANIZING MAP...... 748 Shengjie Ma ; Hyukjoon Lee ; Hong Cheng
COVERAGE ANALYSIS OF CELLULAR NETWORK WITH BIDIRECTIONAL BEAMFORMING ...... 754 Kumin Cho ; Chung G. Kang
IMPLEMENTATION OF VOICE RECOGNITION AND SYNTHESIS MODULE IN MOODLE SYSTEM ...... 757 Yusuke Kawamura ; Chun-Xiang Chen ; Renfen Hou
AN EMERGING INTERACTIVE 3D ARCHITECTURAL DESIGN WALKTHROUGH SYSTEM FOR INDUSTRIAL HOTEL BUILDERS...... 760 Mary Jane C. Samonte ; Zeus Nisael F. Recio ; Brian G. Jumaquio ; Odale Patrick N. Roxas ; Jayward S. Tamares
AN EFFICIENT TOPOLOGY REFINING SCHEME FOR APACHE FLINK ...... 766 Muhammad Hanif ; Choonhwa Lee
MACHINE LEARNING BASED FAST READING ALGORITHM FOR FUTURE ICT BASED EDUCATION ...... 771 Hyonam Jeon ; Hayoung Oh ; Jaejun Lee
YOUTUBE AWARE PERSONALIZED RANKING SYSTEM FOR FUTURE ICT EDUCATION...... 776 Jihyeon Lee ; Hayoung Oh
DESIGN AND INTERFACE TESTING OF CONNECTED DATA ARCHITECTURE OF DATALAKE ...... 780 ByungRae Cha ; Sun Park ; JongWon Kim
CONDITIONAL CASH TRANSFER DATA ANALYSIS OF THE PHILIPPINES: AN E-GOVERNMENT DATA VISUALIZATION TOOL...... 783 Mary Jane Samonte ; Tristan Gabriel Bal ; Zeus Nisael Recio ; Randall Mark San Jose
ANTENNA ELEMENT PATTERN ESTIMATION BASED ON ARRAY BEAM PATTERN ...... 789 Lakju Sung ; Sangmi Noh ; Dong-ho Cho
WAVEFORM DESIGN OF DFT-SPREAD WR-OFDM SYSTEM FOR THE OOB AND PAPR REDUCTION ...... 792 Md. Najmul Hossain ; Tetsuya Shimamura ; Dayoung Kim ; Heung-Gyoon Ryu
A STRATEGY FOR PRESERVING PRIVACY IN THE CCN...... 797 Yeongkwun Kim ; Injoo J. Kim ; Charlie Shim
A DISTRIBUTED REMOTE DRIVER SELECTION FOR COST EFFICIENT AND SAFE DRIVER HANDOVER...... 801 Ali Gohar ; Ali Raza ; Sanghwan Lee
ITERATIVE DECODERS FOR FTN-BASED NOMA SCHEME TO MULTIPLEX SPORADIC AND BROADBAND TRANSMISSION ...... 813 Ameha T. Abebe ; Chung G. Kang
IMPROVEMENT OF EXTENDED LEAST DIFFERENCE GREEDY CLIQUE-COVER ALGORITHM FOR INDEX CODING...... 818 Joon-Woo Lee ; Jae-Won Kim ; Jong-Seon No
SLIDING WINDOW PROTOCOLS WITH RATE ADAPTATION FOR FSO BURST TRANSMISSION OVER TURBULENCE CHANNELS...... 821 Hoang D. Le ; Vuong V. Mai ; Chuyen T. Nguyen ; Anh T. Pham
HOW MOBILE BANKING SERVICE QUALITY INFLUENCE CUSTOMER SATISFACTION OF GENERATION X AND Y? ...... 827 Rahmat Trialih ; Endang Siti Astuti ; Devi Farah Azizah ; Yusi Tyroni Mursityo ; Miftakhul Dwi Saputro ; Saide ; Yudha Alief Aprilian ; Afian Syafaadi Rizki
SECURE KEY EXTRACTION FOR IOT DEVICES INTEGRATING IEEE 802.15.4G/K TRANSCEIVER ...... 833 Mi-Kyung Oh ; Sangjae Lee ; Yousung Kang ; Dooho Choi
NON-REPUDIABLE DYNAMIC PDP WITH STRONGER SECURITY BASED ON STATEFUL RANK BASED SKIP LIST...... 836 Minseok Lee ; Doo Ho Choi ; Taek-Young Youn
STUDY ON SECURITY ENHANCEMENT OF 64-BIT NFSR-BASED BLOCK CIPHER SYSTEMS WITH RING STRUCTURE...... 842 Toshihiro Ichiki ; Akio Tsuneda
IMPLEMENTING A PHASE DETECTION RING OSCILLATOR PUF ON FPGA ...... 845 Sangjae Lee ; Mi-Kyung Oh ; Yousung Kang ; Dooho Choi
A GENERALIZED SDN FRAMEWORK FOR OPTICAL WIRELESS COMMUNICATION NETWORKS ...... 848 Md. Shahjalal ; Mostafa Zaman Chowdhury ; Moh. Khalid Hasan ; Md. Tanvir Hossan ; Yeong Min Jang
AN OVERVIEW OF INTERNET OF ENERGY (IOE) BASED BUILDING ENERGY MANAGEMENT SYSTEM...... 852 Van Thang Nguyen ; Thanh Luan Vu ; Nam Tuan Le ; Yeong Min Jang
ENERGY EFFICIENT MIMO-NOMA HCN WITH IOT FOR WIRELESS COMMUNICATION SYSTEMS...... 856 Sunil Chinnadurai ; Dongweon Yoon
ARTIFICIAL INTELLIGENCE IN 5G TECHNOLOGY: A SURVEY...... 860 Manuel Eugenio Morocho Cayamcela ; Wansu Lim
EFFICIENT HYBRID NOMA SCHEMES USING MULTIPLE SIGNATURES ...... 866 Ok-Sun Park ; Young-Jo Go ; Seung-Kwon Baek
MAP-BASED SYSTEM-LEVEL PERFORMANCE OF FULL-DUPLEX IN SMALL CELL NETWORKS...... 870 Moonkyu Jo ; Xilei Chen ; Kyunglin Ryu ; Kwang Soon Kim
WLAN THROUGHPUT IMPROVEMENT USING DYNAMIC SENSITIVITY CONTROL TECHNIQUE...... 873 Sungjin You ; Kyu-Min Kang
SYSTEM-LEVEL DATA RATE EVALUATION FOR IMT-2020 URBAN MICRO CHANNEL MODEL ...... 876 InSeok Lee ; SeongJun Oh
WAKE-UP LATENCY EVALUATION OF IEEE 802.11BA WUR SYSTEM ...... 880 Sunghyun Hwang ; Igor Kim ; Kyu-Min Kang ; Seungkeun Park
A STUDY ON MANAGEMENT OF ACCESS IN INDUSTRY IOT BASED 5G NEW RADIO STANDALONE SYSTEM...... 883 Yousun Hwang ; Jeasung Shin
A METHOD FOR ANALYZING SPECTRAL EFFICIENCY USING REAL-FIELD MEASUREMENT DATA...... 886 Jungsun Um ; Igor Kim ; Seungkeun Park
SCHEDULING FOR MACHINE TYPE COMMUNICATIONS IN LTE SYSTEMS...... 889 Yared Zerihun Bekele ; Young-June Choi
PROTOTYPE GOD: PROTOTYPE GENERIC OBJECTS DATASET FOR AN OBJECT DETECTION SYSTEM BASED ON BIRD’S –EYE VIEW ...... 892 Young-Suk Yoon ; Joong-Won Hwang ; Sung-Uk Jung ; Jongyoul Park
AN ENSEMBLE METHOD OF CNN MODELS FOR OBJECT DETECTION...... 898 Jinsu Lee ; Sang-Kwang Lee ; Seong-Il Yang
THE THEMATIC LANDSCAPE OF VIRTUALIZATION TECHNOLOGIES (1998 – 2013)...... 902 Hongseok Jeon
SOCIAL LINK PREDICTION AND FEATURE ANALYSIS IN MOBILE GAME...... 906 Dae-Wook Kim ; Hyoungjin Kwon ; Sang-Kwang Lee ; Wooyoung Jeong ; Seong-il Yang
LEARNING-BASED DISTRIBUTED RESOURCE ALLOCATION IN ASYNCHRONOUS MULTICELL NETWORKS...... 910 Jonggyu Jang ; Hyun Jong Yang ; Sunghyun Kim
ALGORITHM AND SYSTEM FOR IMPROVING THE MEDICATION ADHERENCE OF TUBERCULOSIS PATIENTS ...... 914 Kyuhyung Kim ; Bumhwi Kim ; Albert Jin Chung ; Keekoo Kwon ; Eunchang Choi ; Jae-wook Nah
DESIGN OF CONNECTED DATA LAKE SYSTEM BASED ON MICRO CLOUD STORAGE...... 917 Sun Park ; Byungrae Cha ; Yunseok Cha ; Jaeyun Mo ; Suhui Oh ; Jongwon Kim
ROLLING SHUTTER COMPENSATION FOR VEHICLE TO VEHICLE POSITIONING USING CMOS SENSOR CAMERA ...... 919 Trong-Hop Do ; Myungsik Yoo
BOOSTING EDGE COMPUTING PERFORMANCE THROUGH HETEROGENEOUS MANYCORE SYSTEMS...... 922 Ramneek ; Seung-Jun Cha ; Seung Hyub Jeon ; Yeon Jeong Jeong ; Jin Mee Kim ; Sungin Jung ; Sangheon Pack
DESIGN AND IMPLEMENTATION OF TRUST DOMAIN GATEWAY SYSTEM ...... 925 Byeong Ok Kwak ; Tae Soo Chung
NETWORK ATTACK TRAFFIC DETECTION FOR CALCULATING CORRELATION OF THE FLOW ...... 928 Jee-Tae Park ; Young-Hoon Goo ; Kyu-Seok Shim ; Ui-Jun Baek ; Myung-Sup Kim
A STUDY ON AN ENERGY-EFFECTIVE AND SECURE CONSENSUS ALGORITHM FOR PRIVATE BLOCKCHAIN SYSTEMS (POM: PROOF OF MAJORITY) ...... 932 Jun-Tae Kim ; Jungha Jin ; Keecheon Kim
A PERFORMANCE ANALYSIS OF LIGHTWEIGHT CRYPTOGRAPHY ALGORITHM FOR DATA PRIVACY IN IOT DEVICES...... 936 Young-Sae Kim ; Geonwoo Kim
THE METHOD FOR GENERATING A TRUST FIELD IN WIRELESS DISTRIBUTED COMMUNICATION SYSTEMS...... 939 Hyungu Hwang
ABNORMAL TRAFFIC DETECTION MECHANISM FOR PROTECTING IIOT ENVIRONMENTS ...... 943 Byoung-Koo Kim ; Yousung Kang
A SECRET KEY UPDATING METHOD BETWEEN DEVICES FOR SECURE SMART SERVICES ...... 946 Jin-Hee Han ; Geonwoo Kim
AN ACCESS CONTROL METHOD FOR VEHICLE MANAGEMENT SYSTEM ...... 949 Daewon Kim ; Hongil Ju ; Boheung Jung ; Jung-Chan Na
ESS SIMULATION BASED ON PV GENERATION PREDICTION ...... 953 Tai-Yeon Ku ; Wan-Ki Park ; Hoon Choi
LONG-RANGE TRANSMISSION OF PHOTOVOLTAIC CLIMATE INFORMATION THROUGH THE LORA RADIO...... 956 Jin-Doo Jeong ; Youngmee Shin ; Il-Woo Lee
SMART ENERGY SYSTEM FOR ISLAND OPERATION OF COMMUNITY ENERGY FACILITY FOR SMART GRID ...... 960 Sewan Heo ; Jinsoo Han ; Wan-Ki Park
SPECTRAL ASYMMETRY OF EEG SIGNALS IN TRANSITION FROM CONSCIOUS TO UNCONSCIOUS STATE ...... 963 Seong-Ho Park ; In-Young Jung ; Hyun-Chool Shin
AN ENHANCED RANGE ESTIMATION ALGORITHM BASED ON TRIMMED WPD FOR PASSIVE UHF RFID SYSTEMS...... 967 Kyuwon Han ; Sang Hyun Mo ; Hoesung Yang ; Kangbok Lee
IOT-AIDED FINGERPRINT INDOOR POSITIONING USING SUPPORT VECTOR CLASSIFICATION...... 973 Yiqiao Wei ; Seung-Hoon Hwang ; Sang-Moon Lee
SER PERFORMANCE OF STEPPED θ-QAM IN THE PRESENCE OF IMPULSIVE NOISE...... 976 Hyungkook Oh ; Seongjin Ahn ; Dongweon Yoon
A SANDPILE BASED LOAD DISTRIBUTION OVER EDGES...... 979 Yong-Hyuk Moon ; Yong-Ju Lee
PERFORMANCE OF REED-SOLOMON BASED QUASI-CYCLIC LDPC CODES BASED ON PROTOGRAPH ...... 982 Inseon Kim ; Hong-Yeop Song
CONVOLUTIONAL AUTOENCODER FOR COMPRESSIVE SYMBOL DETECTION...... 986 Jae-Hyuck Park ; Yookyung Kim
PROBABILISTIC COLLISION THREAT ASSESSMENT FOR AUTONOMOUS DRIVING AT UNSIGNALIZED T-JUNCTIONS: MERGING INTO TRAFFIC ON THE MAJOR ROAD AND BEING MERGED BY TRAFFIC ON THE MINOR ROAD...... 989 Samyeul Noh
THE MEDIATION EFFECT OF TRAFFIC LOCUS OF CONTROL ON THE RELATIONSHIPS BETWEEN PSYCHOLOGICAL CHARACTERISTICS AND RECKLESS DRIVING OF DRIVERS ...... 996 Yoonsook Hwang ; Dohyun Kim ; Byungtae Jang ; Hyun Kyun Choi
ESTIMATING ATTENTIONAL STATE OF A DRIVER: INTERACTING EFFECTS OF TASK DEMANDS AND COGNITIVE CAPACITIES ...... 999 Seonggyu Choe ; Hyun-Jun Jeon ; Oh-Sang Kwon
CONCEPTUAL DESIGN OF DRIVER-ADAPTIVE HUMAN-MACHINE INTERFACE FOR DIGITAL COCKPIT...... 1005 Jin-Kyu Choi ; Young-Jin Kwon ; Juil Jeon ; Kyongho Kim ; Hyunkyun Choi ; Byungtae Jang
IOT LIGHTING ADDRESS SCHEME AND PROFILE API DESIGN FOR INTEROPERABILITY...... 1008 Jung-Sik Sung
METHOD OF INTELLIGENT DOCENT SERVICE IN SELF-LEARNABLE IOT COMMON SOFTWARE ENGINE USING ABSTRACTION TECHNOLOGY...... 1012 Sunhwan Lim ; Donghwan Park
QUALITY ADAPTATION ALGORITHM FOR STREAMING OVER COAP...... 1015 Waqas ur Rahman ; Young-Seok Choi ; Kwangsue Chung
A BEAMFORMING BASED WIRELESS ENERGY TRANSMITTER AND ENERGY HARVESTER FOR IOT/M2M APPLICATIONS...... 1019 Jin-sup Kim ; Won-jae Jung ; Nam-pyo Hong ; Ji-hoon Lee ; Kyu-hyun Nam ; Peter Jang
THE METHOD OF PROVIDING IOE-BASED HIERARCHICAL CONTEXT AWARENESS ...... 1024 Eun Joo Kim ; Jong Arm Jun ; Nae-Soo Kim
AN AGENT-BASED SIMULATION MODELING WITH DEEP REINFORCEMENT LEARNING FOR SMART TRAFFIC SIGNAL CONTROL...... 1028 Ingook Jang ; Donghun Kim ; Donghun Lee ; Youngsung Son
MULTIAGENT REINFORCEMENT LEARNING IN ESCAPE SCENARIO ...... 1031 Donghun Lee ; Seonghyun Kim ; Young-Sung Son
ENERGY EFFICIENT TASK ALLOCATION FOR DISTRIBUTED MULTI-AGENT SYSTEM ...... 1034 Seonghyun Kim ; Ingook Jang ; Youngsung Son
VIRTUALIZING NON-OCF DEVICES INTO OCF ECOSYSTEM...... 1037 Joo-Chul Lee ; Seung-Yun Lee ; Sang-Ha Kim
MULTI-LOG ANALYSIS OF VEHICLE ACCIDENTS FOR PUBLIC SAFETY SERVICES...... 1040 Hyunho Park ; Eunjung Kwon ; Sungwon Byon ; Eui-Suk Jung ; Yong-Tae Lee ; Gi-Yong Kim
DESIGN AND IMPLEMENTATION OF BRIDGING SYSTEM FOR INTEGRATING SMART HOME WITH CONNECTED VEHICLES...... 1043 Wonsuk Lee ; Seungyun Lee
HYBRID ACTIVE USER DETECTION FOR MASSIVE MACHINE-TYPE COMMUNICATIONS IN IOT...... 1049 Guyoung Lim ; Hyoungju Ji ; Byonghyo Shim
PREFETCHED ASYMMETRIC AUTHENTICATION FOR INFRASTRUCTURELESS D2D COMMUNICATIONS: FEASIBILITY STUDY AND ANALYSIS...... 1053 Nhu-Ngoc Dao ; Woongsoo Na ; Yunseong Lee ; Duc-Nghia Vu ; Sungrae Cho
A CELL DETECTION TECHNIQUE FOR DOWNLINK CHANNEL IN UNDERWATER MULTICELL NETWORKS...... 1055 Muhammad Asim ; Yong Soo Cho
METHODS TO EVALUATE AND MITIGATE THE INTERFERENCE FROM MARITIME ESIM TO OTHER SERVICES IN 27.5-29.5 GHZ BAND...... 1058 Ernest Edwin Ahiagbe ; Daniel K. Tettey ; Han-Shin Jo
THE EFFECT OF PULSE SIGNAL WAVEFORM ON BANDWIDTH IN PULSE RADAR SYSTEM ...... 1064 M. S. Kang ; B. S. Kim ; H. J. Kim
PERFORMANCE COMPARISON OF HEURISTIC ALGORITHMS FOR UAV DEPLOYMENT WITH LOW POWER CONSUMPTION ...... 1067 Jun-Woo Cho ; Jae-Hyun Kim
COEXISTENCE OF 5G SYSTEM WITH FIXED SATELLITE SERVICE EARTH STATION IN THE 3.8GHZ BAND...... 1070 Ho-Kyung Son ; Young-Jun Chong
DATA SHARING IN A COLLABORATIVE PRODUCT DESIGN ENVIRONMENT BASED ON CRYPTOGRAPHIC MECHANISMS...... 1074 Jeongtae Kim ; Soyoung Park
AEO(AUTHORIZED ECONOMIC OPERATOR) AUTOMATED PLATFORM FOR SUPPLY CHAIN SECURITY...... 1077 Jeyoun Dong ; Kiduk Kim ; Kiyoung Moon
DRONE TRAJECTORY PLANNING BASED ON GEOGRAPHIC INFORMATION SYSTEM FOR 3D URBAN MODELING...... 1080 Somaiieh Rokhsaritalemi ; Abolghasem Sadeghi-Niaraki ; Soo-Mi Choi
DEVELOPMENT AND APPLICATION OF THE SMART HELMET FOR DISASTER AND SAFETY...... 1084 Mingi Jeong ; Hyesun Lee ; Myungnam Bae ; Dong-Beom Shin ; Sun-Hwa Lim ; Kang Bok Lee
DESIGN OF RPC-BASED BLOCKCHAIN MONITORING AGENT...... 1090 Kyungchan Ko ; Chaehyeon Lee ; Taeyeol Jeong ; James Won-Ki Hong
AZALEA-UNIKERNEL: UNIKERNEL INTO MULTI-KERNEL OPERATING SYSTEM FOR MANYCORE SYSTEMS...... 1096 Seung Hyub Jeon ; Seung-Jun Cha ; Ramneek ; Yeon Jeong Jeong ; Jin Mee Kim ; Sungin Jung
ANTICIPATING SPECTRAL EFFICIENCY OF 4G LTE NETWORKS IN KOREA ...... 1100 Igor Kim ; Jungsun Um ; Seungkeun Park
IMPLEMENTATION OF DOCKER-BASED SMART GREENHOUSE DATA ANALYSIS PLATFORM...... 1103 Wook Hyun ; Mi Young Huh ; Juyoung Park
DETECT AND AVOID SYSTEM BASED ON MULTI SENSOR FUSION FOR UAV...... 1107 Myungseok ki ; Jihun cha ; Hyeonsu Lyu
FLEXIBLE BANDWIDTH ALLOCATION SCHEME FOR CONVERGED OPTICAL ACCESS NETWORKS ...... 1110 Jung-Yeol Oh ; Hwan-Seok Chung
IMPORTANCE-AWARE SDN CONTROL MECHANISM FOR REAL-TIME DATA DISTRIBUTION SERVICES ...... 1113 Seongjin Yun ; Jun-hong Park ; Hyeong-su Kim ; Won-Tae Kim
LOWERING THE BARRIERS OF CLOUD –BASED VEHICULAR APPLICATIONS USING SOFTWARE DEFINED NETWORK...... 1119 Lionel Nkenyereye ; Jong-Wook Jang
A STUDY ON SDN SECURITY ENHANCEMENT USING OPEN SOURCE IDS/IPS SURICATA ...... 1124 Kiho Nam ; Keecheon Kim
STEREO MATCHING VALIDATION USING SPHERICAL IMAGE MAPPING...... 1127 Wonjin Kim ; Seong-Won Lee
DRONE DETECTION AND IDENTIFICATION SYSTEM USING ARTIFICIAL INTELLIGENCE ...... 1131 Dongkyu Lee ; Woong Gyu La ; Hwangnam Kim
VIDEO OBJECT COMPOSITION USING MOMENT CHANGE AND SPLINE METHOD...... 1134 Ickhwan Kwon ; Hae-Min Park ; Dae-Won Kang ; Yeon-Jun Choi
A WEIGHTED NUCLEAR NORM BASED FAST MINIMIZATION SCHEME FOR INFRA-RED IMAGE RESTORATION...... 1137 Woo Yong Lee
ARSTUDIO: AR BROADCASTING SYSTEM BASED ON MULTIPLE RGB-D CAMERAS...... 1140 Hyunwoo Cho ; Sung-Uk Jung ; Suwon Lee ; Young-Suk Yoon ; Sangheon Park ; Hyung-Keun Jee
A STUDY ON THE ATSC 3.0 SERVICE FOLLOWING...... 1144 Bongho Lee ; Kyutae Yang ; Sung-Ik Park ; Heung Mook Kim ; Soon Choul Kim
A PATENT ANALYSIS OF AUTOMATED INTERPRETATION TECHNIQUES FOR GLAUCOMA DIAGNOSIS...... 1148 Ji Sang Park ; Hyun Sung Cho ; Jae Il Cho
PITCH-TUNED COILED POLYMER ACTUATOR FOR LARGE CONTRACTILE STRAIN UNDER LIGHT- LOADING ...... 1152 Jeong Mook Lim ; Dongbum Pyo ; Sungryul Yun
ADVANCED TIME SYNCHRONIZATION MECHANISM FOR LOW LATENCY AD-HOC NETWORKING SERVICES ...... 1155 Hyeonyeop Shin ; Won-Tae Kim
AN ARCHITECTURE OF MULTI-LAYERED SDN BASED LTE/WIFI NETWORK FOR MULTI-INTERFACE D2D USERS...... 1161 Junhyuk Park ; Wonyong Yoon
ADJACENT CHANNEL INTERFERENCE FROM MARITIME EARTH STATION IN MOTION TO 5G MOBILE SERVICE...... 1164 Hyun-Ki Kim ; Yeongi Cho ; Ernest Edwin ahiagbe ; Han-Shin Jo
COMPARATIVE ANALYSIS AND DESIGN OF A PLASMA BASED MONOPOLE ANTENNA AND A METAL BASED MONOPOLE ANTENNA...... 1170 Ratmalgre Alex Sylvestere Desire
CONTENTION-BASED TRANSMISSION COORDINATION FOR INTERFERING BSS IN DENSE MMWAVE NETWORKS...... 1174 Ryangsoo Kim ; Hanbit Choi ; Yonggang Kim ; Hyuk Lim
DECISION FEEDBACK FREQUENCY OFFSET ESTIMATOR FOR DATA-PILOT MULTIPLEXED OFDM SYSTEMS...... 1177 Kwanwoong Ryu ; Joon-Young Jung ; Heung Mook Kim
AN ENERGY EFFICIENT REAL-TIME MAC PROTOCOL ...... 1180 Kyeong Tae Kim ; Jeongnyeo Kim
ACHIEVING RATE FAIRNESS IN MULTIPAIR FULL-DUPLEX RELAYING SYSTEMS...... 1185 Hyeon Min Kim ; Van-Dinh Nguyen ; Gil-mo Kang ; Oh-Soon Shin
RANDOM ACCESS CHANNEL MANAGEMENT FOR HANDLING MASSIVE NUMBERS OF MACHINE- TO-MACHINE COMMUNICATION DEVICES ...... 1186 Agusta Daniel Anthoni Kurnia ; Young-June Choi
TWO COMPONENT DATA REPRESENTATION USING PIECEWISE APPROXIMATION AND SPECIFIC POINTS FOR IOT ...... 1191 Hyunjae Park ; Young-June Choi
MINING TWITTER TO IDENTIFY CUSTOMERS’ REQUIREMENTS AND SHOE MARKET SEGMENTATION...... 1194 Young Seog Yoon ; Hyun-Woo Oh ; Kwangroh Park
COEXISTENCE ANALYSIS BETWEEN INTELLIGENT TRANSPORT SYSTEMS AND WIRELESS MULTI- GIGABIT SERVICE IN 60GHZ BANDS ...... 1200 Suna Choi ; Seungkeun Park ; Kyu-min Kang Radio
A SURVEY OF SCALABILITY SOLUTIONS ON BLOCKCHAIN...... 1204 Soohyeong Kim ; Yongseok Kwon ; Sunghyun Cho
IMPROVED RSS-BASED LOCALIZATION USING LINEAR REGRESSION APPROACH IN UWSNS ...... 1208 Thu L. N. Nguyen ; Yoan Shin
RIPPLE WINDOW OFDM (RW-OFDM) SYSTEM FOR IMPROVEMENT OF SPECTRUM RESOURCE UTILIZATION ...... 1214 Changyoung An ; Dayoung Kim ; Heung-Gyoon Ryu
ANALYSIS OF DUAL CONNECTIVITY GAIN IN TERMS OF DELAY AND THROUGHPUT...... 1218 Seongjoon Kang ; Saewoong Bahk
BOOSTING THE PERFORMANCE OF NESTED SPATIAL MAPPING WITH UNEQUAL MODULATION IN 802.11N ...... 1221 Ealwan Lee
ERROR PERFORMANCES FOR A 12-QAM STBC WITH TWO-SPACE DIMENSIONS ...... 1227 Hyun-Hwa Lee ; Ji-Hoon Lee ; Hae Chung
COLLABORATION OF CALL ADMISSION CONTROL WITH LOAD-BALANCING IN SMALL-CELL NETWORKS...... 1230 Md Mehedi Hasan ; Sungoh Kwon ; Sung Kyung Kim
BAYESIAN DEEP LEARNING-BASED CONFIDENCE-AWARE SOLAR IRRADIANCE FORECASTING SYSTEM...... 1233 HyunYong Lee ; Byung-Tak Lee
DISTRIBUTED DEEP LEARNING FRAMEWORK BASED ON SHARED MEMORY FOR FAST DEEP NEURAL NETWORK TRAINING ...... 1239 Eun-Ji Lim ; Shin-Young Ahn ; Yoo-Mi Park ; Wan Choi
SEQUENCE-TO-SEQUENCE MODEL FOR BUILDING ENERGY CONSUMPTION PREDICTION ...... 1243 Marie Kim ; JongAm Jun ; Nasoo Kim ; YuJin Song ; Cheol Sik Pyo
ENSEMBLE CLASSIFIER BASED ON DECISION-FUSION OF MULTIPLE MODELS FOR SPEECH EMOTION RECOGNITION...... 1246 Kyoungju Noh ; Jiyoun Lim ; Seungeun Chung ; Gague Kim ; Hyuntae Jeong
DRIVER DROWSINESS DETECTION BASED ON MULTIMODAL USING FUSION OF VISUAL-FEATURE AND BIO-SIGNAL ...... 1249 Hyung-Tak Choi ; Moon-Ki Back ; Kyu-Chul Lee
CLUSTERING PLAYER BEHAVIORAL DATA AND IMPROVING PERFORMANCE OF CHURN PREDICTION FROM MOBILE GAME ...... 1252 Hyoungjin Kwon ; Wooyoung Jeong ; Dae-Wook Kim ; Seong-Il Yang
OVERSAMPLING FOR IMBALANCED DATA CLASSIFICATION USING ADVERSARIAL NETWORK ...... 1255 Sang-Kwang Lee ; Seung-Jin Hong ; Seong-Il Yang
AUTOMATIC BIRD-SPECIES RECOGNITION USING THE DEEP LEARNING AND WEB DATA MINING ...... 1258 Min-Seok Kang ; Kwang-Seok Hong
PERFORMANCE STUDY OF DISTRIBUTED BIG DATA ANALYSIS IN YARN CLUSTER...... 1261 Hoo Young Ahn ; Hyunjae Kim ; WoongShik You
HIGH-SPEED SIGNAL INTEGRITY DESIGN FOR HDCA SYSTEMS...... 1267 Wonok Kwon ; Young Woo Kim
AN IMPLEMENTATION OF LOCATION TRAJECTORY DATA REDUCTION ...... 1270 Sungwon Byon ; Eunjung Kwon ; Eui-Suk Jung ; Yong-Tae Lee
A STUDY OF DESIGN WITH SPATIAL RULE-BASED ENGINE USING GEOSPATIAL BIG-DATA ...... 1273 Sang-Su Kim ; Kwaun-Sik Song ; Jun-Hee Go
PERFORMANCE ANALYSIS OF A NOVEL DTN ROUTING PROTOCOL FOR ICN IN DISASTER ENVIRONMENTS...... 1276 Min Wook Kang ; Yun Won Chung
TOWARD FUTURE NETWORKS FOR THE THING-USER CENTRIC COMMUNICATION...... 1279 Seong-Soon Joo ; Nae-Soo Kim ; Cheol-Sik Pyo
REALIZING SOURCE LOCATION PRIVACY IN WIRELESS SENSOR NETWORKS THROUGH AGENT NODE ROUTING ...... 1283 Lilian C. Mutalemwa ; Seokjoo Shin
NETWORK USAGE OF BITCOIN FULL NODE ...... 1286 Meryam Essaid ; Hyeon Woo Kim ; Woo Guil Park ; Ki Young Lee ; Se Jin Park ; Hong Taek Ju
IMPLEMENTATION OF TLS AND DTLS ON ZEPHYR OS FOR IOT DEVICES ...... 1292 Yun-kyung Lee ; Youngho kim ; Jeong-nyeo kim
A STUDY OF TEMPLATE CLUSTERING IN THE SIDE CHANNEL TEMPLATE ANALYSIS...... 1295 Taesung Kim
SIMILARITY HASH INDEX ...... 1298 Sunoh Choi ; Youngsoo Kim ; Jonghyun Kim
A TESTBED FOR EXPERIMENTING IOT PLATFORM ON HIGH-VOLTAGE CUSTOMER ELECTRICAL INSTALLATION ...... 1301 Hyunjoo Kang ; Taehyoung SHIM ; Sung Hei Kim ; Sangjin Jeong ; Yoon-Young An
A STUDY ON THE IMPLEMENTATION OF ECONOMIC ZERO ENERGY BUILDING ACCORDING TO KOREA’S RENEWABLE ENERGY SUPPORT POLICIES AND ENERGY CONSUMPTION PATTERNS...... 1305 Cheol-Ho Shin ; SekJin Lee ; JaeYoung Kim ; Hong-soon Nam ; Youn Kwae Jeong
VERY SHORT-TERM PHOTOVOLTAIC POWER GENERATION FORECASTING WITH CONVOLUTIONAL NEURAL NETWORKS...... 1310 Dohyun Kim ; Sung-Wook Hwang ; Joongheon Kim
DEVELOPMENT OF A DESIGN AND VALUE EVALUATION TOOL FOR THE OPTIMAL CONNECTION BETWEEN RENEWABLE ENERGY GENERATION AND ENERGY STORAGE SYSTEM ...... 1313 Jong Won Kim ; Chang Sik Choi ; Wan Ki Park
RNN-BASED NODE SELECTION FOR SENSOR NETWORKS WITH ENERGY HARVESTING ...... 1316 Myeung Un Kim ; Hyun Jong Yang
ENERGY-EFFICIENCY OPTIMIZATION FOR WSNS USING DISTRIBUTED POWER SPLITTING AT RECEIVER ...... 1319 Zaki Masood ; Yonghoon Choi
EFFICIENT RADIOMAP MANAGEMENT FOR WLAN BASED POSITIONING SYSTEM...... 1324 Chaeman Lim ; Jinwoo Kim
SURVEY OF INERTIAL/MAGNETIC SENSORS BASED PEDESTRIAN DEAD RECKONING BY MULTI- SENSOR FUSION METHOD...... 1327 Feyissa Woyano Gobana
THE METHOD OF CLUSTERING NETWORK TRAFFIC CLASSIFICATIONS FOR EXTRACTING PAYLOAD SIGNATURE BY FUNCTION ...... 1335 Kyu-Seok Shim ; Young-Hoon Goo ; Min-Seob Lee ; Huru Hasanova ; Myung-Sup Kim
SPECTRALLY EFFICIENT ORTHOGONAL FREQUENCY DIVISION MULTIPLEXING WITH CYCLIC PREFIX AND POSTFIX, AND PILOTS ...... 1338 Myungsup Kim ; Do Young Kwak ; Jiwon Jung ; Ki-Man Kim ; Wan-Jin Kim
LINK BUDGET ANALYSIS OF DSRC SYSTEM USING PATHLOSS MODEL FOR MULTIPLE VEHICLE NODES...... 1344 Yoo S. Song ; Shin K. Lee ; Jeong W. Lee
FEATURE-BASED TRANSPORTATION SENTIMENT ANALYSIS USING FUZZY ONTOLOGY AND SENTIWORDNET...... 1350 Farman Ali ; Shaker EI-Sappagh ; Pervez Khan ; Kyung-Sup Kwak
RELIABILITY VERIFICATION PROCEDURE OF SECURED V2X COMMUNICATION FOR AUTONOMOUS COOPERATION DRIVING ...... 1356 Han-Gyun Jung ; Ki-Taeg Lim ; Dae-Kyo Shin ; Sang-Hun Yoon ; Seong-Keun Jin ; Soo-Hyun Jang ; Jae-Min Kwak
STRUCTURE OF ENHANCED QOS FOR VEHICULAR NETWORK ...... 1361 Shin-Kyung Lee
TAKE-OVER PERFORMANCE ANALYSIS DEPENDING ON THE DRIVERS’ NON-DRIVING SECONDARY TASKS IN AUTOMATED VEHICLES ...... 1364 Jungsook Kim ; Hyun-Suk Kim ; Woojin Kim ; Daesub Yoon
IOTIVITY-LITE: COMPREHENSIVE IOT SOLUTION IN A CONSTRAINED MEMORY DEVICE...... 1367 Jaehong Jo ; Jaehyun Cho ; Rami Jung ; Hanna Cha
INTERFERENCE ANALYSIS OF GUARDBAND NB-IOT SYSTEM ...... 1370 Hyungjin Kim ; Seong Chul Cho ; Youngha Lee
EXPERIMENTS OF A LPWAN TRACKING(TR) PLATFORM BASED ON SIGFOX TEST NETWORK...... 1373 Yeonjoon Chung ; Jae Young Ahn ; Jae Du Huh
DRIVER REACTION ACCEPTANCE AND EVALUATION TO ABNORMAL DRIVING SITUATIONS...... 1377 Kwangsoo Kim ; Bong Wan Kim ; Jun Wook Lee ; Dong-Hwan Park
LIGHT-WEIGHT SERVICE LIFECYCLE MANAGEMENT FOR EDGE DEVICES IN I-IOT DOMAIN ...... 1380 Hyuna Jo ; Jihun Ha ; Myeonggi Jeong
A SCHEDULING ALGORITHM FOR IMPROVING SCALABILITY OF LORAWAN ...... 1383 Junhee Lee ; Wun-Cheol Jeong ; Byeong-Cheol Choi
SLICE-BASED TRUSTWORTHINESS ANALYSIS SYSTEM ...... 1389 Kang-Woon Hong ; Dong-Hwan Park
COMBINING REWARD SHAPING AND CURRICULUM LEARNING FOR TRAINING AGENTS WITH HIGH DIMENSIONAL CONTINUOUS ACTION SPACES...... 1391 Sooyoung Jang ; Mikyong Han
AN INTEGRATED MANAGEMENT SYSTEM FOR AIDS TO NAVIGATION ...... 1394 Seongchul Cho ; Hyungjin Kim ; Youngha Lee
A STUDY ON THE METHOD TO EXTRACT CLEAR FIELDS FROM THE PRIVATE PROTOCOL ...... 1397 Min-Seob Lee ; Kyu-Seok Shim ; Young-Hoon Goo ; Myung-Sup Kim
MONEY LAUNDERING IN THE BITCOIN NETWORK: PERSPECTIVE OF MIXING SERVICES...... 1403 Junwoo Seo ; Mookyu Park ; Haengrok Oh ; Kyungho Lee
AN OPENCL-BASED SIFT ACCELERATOR FOR IMAGE FEATURES EXTRACTION ON FPGA IN MOBILE EDGE COMPUTING ENVIRONMENT...... 1406 Duc Canh Le ; Eun Young Oh ; Jae Ho Jeong ; Sung Hyun Kim ; Minsu Jeon ; Jonghyun Jang ; Chan-Hyun Youn
TOWARDS A SUSTAINABLE OPEN PLATFORM FOR LOCATION INTELLIGENCE AND CONVERGENCE...... 1411 Eunyoung Cho ; Sangjoon Park ; Jehyeok Rew ; Changjun Park ; Soowhan Lee ; Youngmong Park
CLOUD-EDGE COLLABORATION FRAMEWORK FOR IOT DATA ANALYTICS ...... 1414 Jaewon Moon ; Sangyeon Cho ; Seungweoo Kum ; Sangwon Lee
OBJECTIVITY BASED SELF-EVOLVING AGENT MODEL VALIDATION FOR SOCIAL ISSUE SIMULATION...... 1417 Joonyoung Jung ; Jang Won Bae ; Chunhee Lee ; Dong-oh Kang ; Euihyun Paik
DESIGN OF ROBOT BASED WORK PROGRESS MONITORING SYSTEM FOR THE BUILDING CONSTRUCTION SITE ...... 1420 Joa Hyoung Lee ; Jeong-Ho Park ; Byung-Tae Jang
A STUDY ON IMPROVEMENT OF RESOURCE EFFICIENCY FOR IOT-BASED PIPE LEAK DETECTION ...... 1423 Se Won Oh ; Ji-Hoon Bae ; Doo-Byung Yoon ; Bong-su Yang ; Gwan Joong Kim ; Hyeon Soo Kim
DEVELOPING SAFETY CHECKLISTS FOR PREDICTING ACCIDENTS...... 1426 Youhee Choi ; Jeong-Ho Park ; Byungtae Jang
REPTOR: A MODEL FOR DERIVING TRUST AND REPUTATION ON BLOCKCHAIN-BASED ELECTRONIC PAYMENT SYSTEM ...... 1431 Jaehong Ahn ; Mingyu Park ; Jeongyeup Paek
A DEVELOPMENT OF A SPEECH DATA TRANSCRIPTION TOOL FOR BUILDING A SPOKEN CORPUS...... 1437 Yeonguk You ; Hyangrae Noh ; Jaeeun Park ; Yunsoo Kim ; Yongjin KwaK ; Yoonjoong Kim
PUPIL DETECTION AND ITS TRACKING BASED ON OPTOKINETIC REFLEX MOTION ...... 1440 Kwang-Yong Kim ; Jungwoo Park ; Ki-Bong Song
3D ARTICULATED HUMAN MOTION ANALYSIS SYSTEM USING A SINGLE LOW-COST RGB-D SENSOR ...... 1446 Jong-Sung Kim ; Myung-Gyu Kim
CONCEPTUAL VERIFICATION OF MULTI-LEVEL VISIBILITY POINTS FOR SMARTX MULTIVIEW SECURITY...... 1449 Jun-Sik Shin ; Muhammad Usman ; JongWon Kim
RESEARCH ON THE IMPACT OF TECHNOLOGY TAXONOMY FOR THE TRACKING OF TECHNOLOGY CONVERGENCE ...... 1452 Heongu Lee
A STUDY OF BLOCKCHAIN BASED ON GRAPH DATABASE FOR SOFTWARE QUALITY MEASUREMENT INTEGRITY...... 1457 Dongho Kim Stephen ; Hyewon Kim Ailee
SMART LIVESTOCK FARMS USING DIGITAL TWIN: FEASIBILITY STUDY...... 1461 Seng-Kyoun Jo ; Dae-Heon Park ; Hyeon Park ; Se-Han Kim
TILE VISIBILITY INDEX ...... 1464 JaeJun Yoo ; InSung Jang
CONSTRUCTION AND UTILIZATION OF IMAGE DATABASE FOR IMAGE ATTRIBUTE STRUCTURING ...... 1467 Weon-Geun Oh ; Seung-Jae Lee
HAZE SIMULATION BASED ON A PHYSICAL MODELING AND IMPROVED IMAGE VISIBILITY RESTORATION...... 1473 Dong-Wan Ryoo ; Kyung-Kyu Kang ; Chang-Joon Park
PEDESTRIAN VIDEO DATA ABSTRACTION AND CLASSIFICATION FOR SURVEILLANCE SYSTEM ...... 1476 Ho-chul Shin ; Jae-yeong Lee
SOFT ASSIGNMENT AND MULTIPLE KEYPOINT ANALYSIS-BASED PEDESTRIAN COUNTING METHOD ...... 1479 Chi Yoon Jeong ; Mooseop Kim ; Hyung Cheol Shin
ACTIVITY RECOGNITION USING FULLY CONVOLUTIONAL NETWORK FROM SMARTPHONE ACCELEROMETER...... 1482 Mooseop Kim ; Chi Yoon Jeong ; Hyung Cheol Shin
OPTIMIZATION OF THE EFFECT OF RADIATION ON ASIC CHIP THROUGH DETECTOR ...... 1485 Hojong Chang ; Byunghun Han ; Gyuseong Cho ; Yongho Kim ; Woosook Jeon ; Hyunduk Kim
ROBUST H2STATE ESTIMATION FOR DISCRETE-TIME DESCRIPTOR SYSTEMS ...... 1488 Dongyeop Kang ; Song Li ; Hea-Min Lee
3D MESH RECONSTRUCTION FROM HEIGHT MAP AND POST PROCESSING ...... 1491 Yun ji Ban ; Hye sun Kim ; Chang joon
THE OVERVIEW OF SMART CITY CONVERGENCE SERVICE PLATFORM...... 1494 Eunjin Ko ; Mikyong Han
SENSORY EFFECT AUTHORING TOOL FOR VIRTUAL REALITY SIMULATION ...... 1497 Noh-Sam Park ; Mikyong Han
HAAS (HUMAN ACTIVITY ANALYTICS AS A SERVICE) USING SENSOR DATA OF SMART DEVICES ...... 1500 Eunjung Kwon ; Hyunho Park ; Sungwon Byon ; Eui-Suk Jung ; Yong-Tae Lee
FREQUENCY-AWARE ATTENTION BASED LSTM NETWORKS FOR CARDIOVASCULAR DISEASE ...... 1503 Hwin Dol Park ; Youngwoong Han ; Jae Hun Choi
EFFECTIVENESS ANALYSIS OF WARNING SERVICE USING V2X COMMUNICATION TECHNOLOGY AT INTERSECTION...... 1506 Jeong-Woo Lee ; Shin-Kyung Lee ; Hyun Mi Lee ; Jeong Ah Jang ; Hyun Seo Oh
ON-ROAD RECONFIGURABLE INSTRUMENT CLUSTER: CONCEPT AND CONTEXTS OF APPLICATION ...... 1510 Juil Jeon ; Jin-Kyu Choi ; Young-Jin Kwon ; Kyongho Kim ; Hyunkyun Choi ; Byungtae Jang
STUDY ON CRAMMER-RAO LOWER BOUND OF ANGLE-OF-ARRIVAL POSITION ESTIMATION FOR COOPERATIVE VEHICLE-TO-VEHICLE (V2V) COMMUNICATION...... 1514 Jinsoo Youn ; Joohyun Jo ; Dong Ku Kim
WIDEBAND TRANSMISSION FOR UNMANNED AIRCRAFT SYSTEMS...... 1518 Kwangjae Lim ; Heewook Kim ; Tae Chul Hong ; Jae Young Ahn
INTERPOLATION ERROR COMPENSATION FOR LOOK-UP TABLE BASED PMSM CONTROL FOR ELECTRIC VEHICLE...... 1521 Jung-Hyo Lee
OPTIMAL MTU SELECTION FOR MAXIMIZING GOODPUT IN WIRELESS NETWORKS...... 1525 SooYoung Jang ; Mikyong Han
DESIGN OF A TRANSMITTING COIL FOR EFFECTIVE CHARGING AREA EXPANSION USING A STEPPED HELICAL COIL ...... 1528 Sang-Won Kim ; Jung-Ick Moon ; Seong-Min Kim ; In-Kui Cho ; Soo-Ho Sohn
AN IMPLEMENTATION OF POWER AMPLIFIER FOR CMOS CRYSTAL-LESS WIRELESS CONNECTIVITY...... 1531 Suk-Hui Lee ; Ki-Jin Kim ; Chung-Geun Jang ; Kwang-Ho Ahn ; Sung-il Bang
STUDY ON AIR-TO-GROUND MULTIPATH CHANNEL AND MOBILITY INFLUENCES IN UAV BASED BROADCASTING ...... 1534 JaeHwui Bae ; YoungSu Kim ; Namho Hur ; Heung Mook Kim
INTERFERENCE MEASUREMENT BETWEEN 3.5 GHZ 5G SYSTEM AND RADAR ...... 1539 Heon-Jin Hong ; Sung Woong Choi ; Chung Sup Kim ; Young Jun Chong
THE STUDY OF PSI & PSO ALGORITHM FOR REDUCING POWER OF THE MOBILE COMMUNICATION NETWORK...... 1542 Jongsin Kim ; Yonggil Choi ; Younghoon Oh
NON-STATIONARITY OF VEHICLE TO VEHICLE CHANNELS USING CORRELATION OR COVARIANCE IN HIGHWAY SCENARIOS...... 1546 Ju Yeon Hong ; Chung-Sup Kim ; Jong-Su Lim ; Hyuk-Je Kim
DYNAMIC LOAD BALANCING MECHANISM IN MOBILE GATEWAY WITH HETEROGENEOUS NETWORK...... 1549 Taeheum Na ; Hoyong Ryu ; TaeYeon Kim ; Jaehyung Park ; SangJin Hong ; Pyungkoo Park
SMART MICRO ENERGY GRID - SERVICE, SOLUTIONS, AND BUSINESS MODELS...... 1555 Daekyo Jung ; Youngeun Chang ; Young-Myuong Kim
ATSC 3.0 BROADCAST GATEWAY VIRTUALIZATION SYSTEM BASED ON VNF ...... 1559 Soon-Choul Kim ; Hye-Ju Oh ; Wu-Cheol Lee ; Doo-Sung Baek
A MULTIPLE HASH ROUTING SCHEME FOR FAST DATA RETRIEVAL IN ICN ...... 1562 Heeyoung Jung ; Sunme Kim
Author Index