Final Program
The Final Conference Program
* The 2023 ICOIN Final Program is now available. (Download, Last updated: January 11, 2023)
Paper ID | Title | Authors with affiliation and country |
---|---|---|
Session A-1 (Wireless 1) (January 11, 2023 (Wed), 13:00 ~ 14:40 GMT+7, Sukhumvit II) |
Session Chair: Dr. Eunil Seo, Umeo University, Sweden | |
A-1-1 | Height Pattern Estimation Method Using the Combination of Radio Map and 3D Map for Spectrum Sharing | Sunao Miyamoto, Shota Yamada and Takeo Fujii (The University of Electro-Communications, Japan) |
A-1-2 | Beam Pattern Estimation of 5G Millimeter-Wave Base Station Based on Radio Map and Multi-Beam Antenna Model at 28GHz | Shougo Matsuo, Sunao Miyamoto, Hirofumi Nakajo and Takeo Fujii (The University of Electro-Communications, Japan) |
A-1-3 | Network-Assisted Full-Duplex Millimeter-Wave Cell-Free Massive MIMO with Localization-Aided Inter-User Channel Estimation | Shuto Fukue (The University of Electro-Communications, Japan); Giuseppe Thadeu Freitas de Abreu (Jacobs University Bremen, Germany); Koji Ishibashi (The University of Electro-Communications, Japan) |
A-1-4 | An Artificial Intelligence Framework for Holographic Beamforming: Coexistence of Holographic MIMO and Intelligent Omni-Surface | Apurba Adhikary, Md. Shirajum Munir, Avi Deb Raha, Yu Qiao, Sang Hoon Hong, Eui-Nam Huh and Choong Seon Hong (Kyung Hee University, Korea (South)) |
A-1-5 | A Design of Service Mesh Based 5G Core Network Using Cilium | Binh Van Duong and younghan Kim (Soongsil University, Korea (South)) |
Session A-2 (Wireless 2) (January 11, 2023 (Wed), 15:00 ~ 16:40 GMT+7, Sukhumvit II) |
Session Chair: Prof. Jeong Gon Kim, Tech Univ of Korea | |
A-2-1 | Measurement of Sub-GHz Band LPWA Radiowave Propagation on Each Floor in Indoor Environment | Taro Miyamoto and Shusuke Narieda (Mie University, Japan); Takeo Fujii (The University of Electro-Communications, Japan); Hiroshi Naruse (Mie University, Japan) |
A-2-2 | Considerations on Tradeoff Between Downlink NOMA and Beamforming in Mobile Systems | Kentaro Yoda, Takumi Yasaka and Kohei Miyashita (Kogakuin University, Japan); Satoshi Suyama (NTT DOCOMO, INC., Japan); Hiroyuki Otsuka (Kogakuin University, Japan) |
A-2-3 | Lower Bound for the Number of Accommodable End-Devices in LPWAN with Multiple Interferences | Daisuke Kumamoto and Shusuke Narieda (Mie University, Japan); Takeo Fujii (The University of Electro-Communications, Japan); Hiroshi Naruse (Mie University, Japan) |
A-2-4 | Measurement-Based Spectrum Database for Non-Terrestrial Networks | Yusuke Itayama, Hirofumi Nakajo, Shougo Matsuo and Takeo Fujii (The University of Electro-Communications, Japan) |
A-2-5 | An Evaluation of Time-Series Anomaly Detection in Computer Networks | Hong Nguyen, Arash Hajisafi, Alireza Abdoli, Seon H Kim and Cyrus Shahabi (University of Southern California, USA) |
Session A-3 (Wireless 3) (January 12, 2023 (Thu), 13:00 ~ 14:40 GMT+7, Sukhumvit II) |
Session Chair: Dr. Muhammad Usman Sheikh, Aalto Uni., Finland | |
A-3-1 | Performance Analysis of Uplink IM-OFDMA Systems in the Presence of CFO and Rx-IQI | Ozgur Alaca (Texas A&M University, USA); Saud Althunibat (Al-Hussein Bin Talal University, USA); Serhan Yarkan (Istanbul Commerce University, Turkey); Scott Miller (Texas A&M University, USA); Khalid A. Qaraqe (Texas A&M University at Qatar, USA) |
A-3-2 | Selective Competition for NOMA-Capable Devices Using RIS | Yoon Min-Seok, Kyoung Min Kim and Tae-Jin Lee (Sungkyunkwan University, Korea (South)) |
A-3-3 | Channel Characterization at Sub-THz Band with Measurements and Ray Tracing in Indoor Case | Muhammad Usman Sheikh (Aalto University, Finland); Muhsin Ali and Guillermo Carpintero (Universidad Carlos III de Madrid, Spain); Kalle Ruttik, Edward Mutafungwa and Riku Jäntti (Aalto University, Finland) |
A-3-4 | THL2H-Ex: An Improved Neighbor Discovery Approach for Wireless Sensor Networks | Raudel Suarez and Amiya Nayak (University of Ottawa, Canada) |
A-3-5 | IEEE 802.11ac WLAN Analysis in 160Mhz Channel | Samad Salehi Kolahi (Unitec Institute of Technology, New Zealand); Tahany Shaheen, Elijah Anderson, Rahaf Aljadani and Asma Ceyddique (Unitec, New Zealand) |
Session A-4 (Machine Learning 1) (January 12, 2023 (Thu), 15:00 ~ 16:40 GMT+7, Sukhumvit II) |
Session Chair: Dr. Seon Ho Kim, USC, USA | |
A-4-1 | Topology Design for Data Center Networks Using Deep Reinforcement Learning | Haoran Qi and Zhan Shu (University of Alberta, Canada); Xiaomin Chen (Northumbria University, United Kingdom (Great Britain)) |
A-4-2 | Design of a 3D Scene Reconstruction Network Robust to High-Frequency Areas Based on 2.5D Sketches and Encoders | Changdae Lee (Kwangwoon University, Korea (South)); Jaeseok Yoo (LG Electronics, Korea (South)); Kwanghyun Park (Kwangwoon University, Korea (South)) |
A-4-3 | VNDN-Fuzzy - A Strategy to Mitigate the Forwarding Interests Broadcast Storm Problem in VNDN Networks | Ilane Karise (UECE, Brazil); Joaquim Celestino Júnior (State University of Ceará, Brazil); Marcial P Fernandez (Universidade Estadual do Ceará, Brazil); Maxwell E. Monteiro (Federal Institute of Espírito Santo - IFES & Federal University of Espirito Santo - UFES, Brazil); Ahmed Patel (Computer Networks and Security Laboratory (LARCES) State University of Ceara (UECE), Brazil & Faculty of Computer Science & Information System, United Kingdom (Great Britain)) |
A-4-4 | ETANet: An Efficient Triple-Attention Network for Salient Object Detection | Ngo Thien Thu, Eui-Nam Huh and Choong Seon Hong (Kyung Hee University, Korea (South)) |
A-4-5 | Robust Federated Learning with Local Mixed Co-Teaching | Girum Fitihamlak Ejigu, Choong Seon Hong and Sang Hoon Hong (Kyung Hee University, Korea (South)) |
Session A-5 (Machine Learning 2) (January 13, 2023 (Fri), 14:00 ~ 15:40 GMT+7, Sukhumvit II) |
Session Chair: Prof. Kamlesh Tiwari, BITS Pilani, India | |
A-5-1 | Integrating Machine Learning for Network Threat Detection with SmartX Multi-Sec Framework | Talaya Farasat (Gwangju Institute of Science and Technology, Korea (South)); Muhammad Ahmad Rathore (Gwangju Institute of Science & Technology (GIST), Korea (South)); JongWon Kim (Gwangju Institute of Science & Technology, Korea (South)) |
A-5-2 | An Artificial Intelligent-Driven Semantic Communication Framework for Connected Autonomous Vehicular Network | Avi Deb Raha, Md. Shirajum Munir, Apurba Adhikary, Yu Qiao, Seong-Bae Park and Choong Seon Hong (Kyung Hee University, Korea (South)) |
A-5-3 | Is Puzzle-Based CAPTCHA Secure Against Attacks Based on CNN? | Kenta Terada and Yasuo Okabe (Kyoto University, Japan); Yoshinori Matsumoto (Capy Japan Inc., Japan) |
A-5-4 | LSTM-Based PdM Platform for Automobile SCU Inspection Equipment | Sung Hyun Oh (Tech University of Korea, Korea (South)); Jeong Gon Kim (Korea Polytechnic University, Korea (South)) |
A-5-5 | Coreset Construction for Extra Binomial Variation in Binomial Regression | Faqiang Zhang and Nuttanan Wichitaksorn (Auckland University of Technology, New Zealand); Bhargab Chattopadhyay (Indian Institute of Management Visakhapatnam, India) |
Session A-6 (Machine Learning 3) (January 13, 2023 (Fri), 16:00 ~ 17:40 GMT+7, Sukhumvit II) |
Session Chair: Prof. Ching-seh (Mike) Wu, San Jose State Uni., USA | |
A-6-1 | Small Object Detection Technology Using Multi-Modal Data Based on Deep Learning | Chi-Won Park, Yuri Seo, Teh-Jen Sun, Ga-Won Lee and Eui-Nam Huh (Kyung Hee University, Korea (South)) |
A-6-2 | RNN-Based Text Summarization for Communication Cost Reduction: Toward a Semantic Communication | Sumit Kumar Dam, Md. Shirajum Munir, Avi Deb Raha, Apurba Adhikary, Seong-Bae Park and Choong Seon Hong (Kyung Hee University, Korea (South)) |
A-6-3 | The Emerged Artificial Intelligence Protocol for Hierarchical Information Network | Caesar Wu and Pascal Bouvry (University of Luxembourg, Luxembourg) |
A-6-4 | Machine Learning Assisted Approach for Water Leaks Detection | Sara H Badar (Texas A&M University Qatar, Qatar); Souad Labghough (ENSIAS - Mohammed V University in Rabat, Morocco); Almaha Al-Abdulghani (Texas AM University at Qatar, Qatar); Eiman Mohammed (Texas University at Qatar Doha, Qatar); Othmane Bouhali (Texas A&M University at Qatar, Qatar); Khalid A. Qaraqe (Texas A&M University at Qatar, USA) |
A-6-5 | An Heuristic Intrusion Detection Approach Using Deep Learning Model | Ching-Seh Wu and Sam Chen (San Jose State University, USA) |
Session B-1 (Edge Computing 1) (January 11, 2023 (Wed), 13:00 ~ 14:40 GMT+7, Manhattan Studio) |
Session Chair: Dr. Ram Narayan Yadav, IITRAM, India | |
B-1-1 | Scene Identification Using Visual Semantic Segmentation and Supplementary Classifier for Resource-Constrained Edge Systems | Chungjae Choe and Sungwook Jung (Korea Electronics Technology Institute (KETI), Korea (South)); Nak-Myoung Sung (Korea Electronics Technology Institute, Korea (South)); Seokjun Lee (Korea Electronics Technology Institute (KETI), Korea (South)) |
B-1-2 | Advances in Distributed Load Orchestration for Vision Computing in 5G-MEC Environments | Ricardo N Boing and Hugo Sampaio (Federal University of Santa Catarina, Brazil); Fernando Koch (Korea University, Brazil); Wesley Bezerra (UFSC, Brazil); René Nolio Santa Cruz and Carlos Becker Westphall (Federal University of Santa Catarina, Brazil) |
B-1-3 | Offloading Visual SLAM Processing to the Edge: An Energy Perspective | Peter Sossalla (Technische Universität Dresden, Germany); Johannes Hofer (Technische universität Dresden, Germany); Christian Leonard Vielhaus and Justus Rischke (Technische Universität Dresden, Germany); Frank H.P. Fitzek (Technische Universität Dresden & ComNets - Communication Networks Group, Germany) |
B-1-4 | Dynamic Edge Server Placement for Computation Offloading in Vehicular Edge Computing | Dhruv Nakrani and Jayesh Khuman (Institute of Infrastructure, Technology, Research and Management, India); Ram Narayan Yadav (Institute of Infrastructure Technology Research And Management, Ahmedabad, India) |
B-1-5 | Blockchain-Based Service Migration for Multi-Access Edge Computing | Shuyang Ren and Choonhwa Lee (Hanyang University, Korea (South)) |
Session B-2 (Edge Computing 2) (January 11, 2023 (Wed), 15:00 ~ 16:40 GMT+7, Manhattan Studio) |
Session Chair: Prof. Kwangsue Chung, Kwangwoon Univ., Korea | |
B-2-1 | Collaborative Computation Offloading Scheme Based on DRL | JInho Park and Kwangsue Chung (Kwangwoon University, Korea (South)) |
B-2-2 | Edge-Assisted Attention-Based Federated Learning for Multi-Step EVSE-Enabled Prosumer Energy Demand Prediction | Luyao Zou, Chu Myaet Thwal, Seong-Bae Park and Choong Seon Hong (Kyung Hee University, Korea (South)) |
B-2-3 | Accelerating Convergence in Wireless Federated Learning by Sharing Marginal Data | Eunil Seo (Computing Science, Sweden & Umea University, Sweden); Vinh Cong Pham (Sungkyunkwan University & Hippo T&C, Korea (South)); Erik Elmroth (Umeå University and Elastisys, Sweden) |
B-2-4 | Adaptive Streaming Scheme with Reinforcement Learning in Edge Computing Environments | Jeongho Kang and Kwangsue Chung (Kwangwoon University, Korea (South)) |
B-2-5 | A Framework for Multi-Prototype Based Federated Learning: Towards the Edge Intelligence | Yu Qiao, Md. Shirajum Munir, Apurba Adhikary, Avi Deb Raha, Sang Hoon Hong and Choong Seon Hong (Kyung Hee University, Korea (South)) |
Session B-3 (Internet of Things 1) (January 12, 2023 (Thu), 13:00 ~ 14:40 GMT+7, Manhattan Studio) |
Session Chair: Prof. Md. Delowar Hossain, Kyung Hee Uni., Korea | |
B-3-1 | Node-Centric Random Walk for Fast Index-Free Personalized PageRank | Kohei Tsuchida, Naoki Matsumoto and Kunitake Kaneko (Keio University, Japan) |
B-3-2 | The More the Merrier: Reconstruction of Twitter Firehose | Seyed Ali Alhosseini (University of Potsdam, Germany); Christoph Meinel (Hasso-Plattner-Institute, Germany) |
B-3-3 | Joint Association and Power Allocation for Data Collection in HAP-LEO-Assisted IoT Networks | Nway Nway Ei, Pyae Sone Aung, Seong-Bae Park, Eui-Nam Huh and Choong Seon Hong (Kyung Hee University, Korea (South)) |
B-3-4 | Development of Activity Management System to Watch over Children | Ichiu Inoue and Kayoko Yamamoto (The University of Electro-Communications, Japan) |
B-3-5 | Traffic Reduction for Out-Of-Band Network Management over LPWA | Kodai Tanabe and Go Hasegawa (Tohoku University, Japan); Gen Kitagata (Morioka University, Japan) |
Session B-4 (SDN) (January 12, 2023 (Thu), 15:00 ~ 16:40 GMT+7, Manhattan Studio) |
Session Chair: Prof. Joohyun Lee, Hanyang Uni., Korea | |
B-4-1 | Deep Reinforcement Learning Driven Aggregate Flow Entries Eviction in Software-Defined Networking | JunHan Zang (Sungkyunkwan University, Korea (South)); Syed Muhammad Raza (Sungkyunkwan Unviersity, Korea (South)); Gyurin Byun (Sungkyunkwan University, Korea (South)); Moonseong Kim (Seoul Theological University, Korea (South)); Hyunseung Choo (Sungkyunkwan University, Korea (South)) |
B-4-2 | A QoS-Aware Routing Mechanism for SDN-Based Integrated Networks | Yu Zhang and Mengze Cui (University of Muenster, Germany); Mina Abadeer (University of Münster, Germany); Sergei Gorlatch (University of Munster, Germany) |
B-4-3 | Forecasting SDN End-To-End Latency Using Graph Neural Network | Zhun Ge, Jiacheng Hou and Amiya Nayak (University of Ottawa, Canada) |
B-4-4 | A Software-Defined Networks Approach for Cyber Physical Systems | Jumana Khrais, Mariam Al-Issa, Reham Al-Omari and Ahmad T. Al-Hammouri (Jordan University of Science and Technology, Jordan) |
B-4-5 | Optimising Forensic Data Availability and Retention of SDN Forensic Logs by Using Bloom Filter | Varun Sharma (International Institute of Information Technology, India); Shatrunjay Rawat (IIIT Hyderabad, India) |
Session B-5 (Resource Allocation 1g) (January 13, 2023 (Fri), 14:00 ~ 15:40 GMT+7, Manhattan Studio) |
Session Chair: Prof. Ram Narayan Yadav, IITRAM, India | |
B-5-1 | Multi-Armed Bandit Learning for TDMA Transmission Slot Scheduling and Defragmentation for Improved Bandwidth Usage | Hrishikesh Dutta, Amit Kumar Bhuyan and Subir Biswas (Michigan State University, USA) |
B-5-2 | UAV Trajectory Planning for Improved Content Availability in Infrastructure-Less Wireless Networks | Amit Kumar Bhuyan, Hrishikesh Dutta and Subir Biswas (Michigan State University, USA) |
B-5-3 | Resource Allocation and User Association Using Reinforcement Learning via Curriculum in a Wireless Network with High User Mobility | Dong Uk Kim (Kyung Hee & Networking Intelligence, Korea (South)); Choong Seon Hong, Seong-Bae Park and Eui-Nam Huh (Kyung Hee University, Korea (South)) |
B-5-4 | Reinforcement Learning Approach for Resource Allocation in 5G HetNets | Fivos Allagiotis, Christos J Bouras and Vasileios Kokkinos (University of Patras, Greece); Apostolos Gkamas (University Ecclesiastical Academy of Vella of Ioannina, Greece); Philippos Pouyioutas (University of Nicosia, Cyprus) |
B-5-5 | Cache Node Placement Scheme Considering Maximum Traffic in Content-Centric Networks | Praphan Pavarangkoon (King Mongkut's Institute of Technology Ladkrabang, Thailand); Shohei Nakajima and Nattapong Kitsuwan (The University of Electro-Communications, Japan) |
Session B-6 (Resource Allocation 2) (January 13, 2023 (Fri), 16:00 ~ 17:40 GMT+7, Manhattan Studio) |
Session Chair: Prof. Nattapong Kitsuwan, The University of Electro-Communications, Japan | |
B-6-1 | Seamless and Efficient Resources Allocation in 6G Satellite Networks Servicing Remote User Equipments | Sheikh Salman Hassan, Yu Min Park, Ki Tae Kim, Sang Hoon Hong and Choong Seon Hong (Kyung Hee University, Korea (South)) |
B-6-2 | Kuramoto-Inspired Wireless Resource Allocation for Weighted Networks | Kimchheang Chhea, Sengly Muy and Jung Ryun Lee (Chung-Ang University, Korea (South)) |
B-6-3 | Robustness to Digital Power Adjustment in Transmit Power Allocation for Poor Conditioned LPWA End Devices | Shusuke Narieda (Mie University, Japan); Takeo Fujii (The University of Electro-Communications, Japan) |
B-6-4 | A Collaborative UAV Routing Algorithm for Time Sensitive Surveillance Tasks | Yang Yu and Sanghwan Lee (Kookmin University, Korea (South)) |
B-6-5 | Scalable Channel Allocation in Downlink NOMA Using Parallel Array of Laser Chaos Decision-Maker | Masaki Sugiyama (Tokyo University of Science, Japan); Aohan Li (The University of Electro-Communications, Japan); Makoto Naruse (The University of Tokyo, Japan); Mikio Hasegawa (Tokyo University of Science, Japan) |
Session O-1 (Security 1) (January 11, 2023 (Wed), 13:00 ~ 14:40 GMT+7, ) |
Session Chair: Dr. Ashutosh Bhatia, BITS Pilani, India | |
O-1-1 | Signal Strength Balanced Scheduling for Secure Ambient Backscatter Networks | Yeonoh An (Korea University, Korea (South)); Hoorin Park (Seoul Women's University, Korea (South)); Wonjun Lee (Korea University, Korea (South)) |
O-1-2 | Towards Generating Semi-Synthetic Datasets for Network Intrusion Detection System | Ngoc-Truong Nguyen, Ton-Nhan Le, Le Kim-Hung and Khanh-Hoi Le Minh (University of Information Technology, Vietnam) |
O-1-3 | An Experimentation on CoAP Multi Factor Authentication Mechanism with Reputation for Internet of Things Constrained Devices and Low Power Wide Area Network | Wesley Bezerra (UFSC, Brazil); Ricardo N Boing (Federal University of Santa Catarina, Brazil); Cristiano Antonio de Souza (UFSC - Federal University of Santa Catarina, Brazil); Carlos Becker Westphall (Federal University of Santa Catarina, Brazil) |
O-1-4 | Development of WLAN Topology Display System | Olarn Wongwirat (King Mongkut's Institute of Technology Ladkrabang, Thailand); Supannada Chotipant (Faculty of Information Technology, King Mongkut's Institute of Technology Ladkrabang, Thailand); Tadchapon Hongtong and Nattawat Suttijumnong (KMITL, Thailand) |
O-1-5 | Relay Selection, Eavesdropper-Aware Relaying, PHY-Secrecy Capacity Analysis of Cooperative Wireless System over Hybrid Fading Channels | Tarun Jain (Birla Institute of Technology and Science Pilani, India); B. Sainath (BITS Pilani, India); Ashutosh Bhatia (Birla Institute of Technology and Science, Pilani, India) |
Session O-2 (Security 2) (January 11, 2023 (Wed), 15:00 ~ 16:40 GMT+7, ) |
Session Chair: Prof. Yasuo Okabe, Kyoto University | |
O-2-1 | T-PASS: A Blockchain-Based NFT Enabled Property Management and Exchange System | Hari M K (Veda Ayurvedic, India); Ankit Agrawal and Ritika Bhatia (BITS Pilani, India); Ashutosh Bhatia (Birla Institute of Technology and Science, Pilani, India); Kamlesh Tiwari (BITS Pilani, India) |
O-2-2 | Post Quantum Cryptography: A Review of Techniques, Challenges and Standardizations | Ritik Rohit Bavdekar and Eashan Chopde (BITS Pilani, Pilani Campus, India); Ankit Agrawal (BITS Pilani, India); Ashutosh Bhatia (Birla Institute of Technology and Science, Pilani, India); Kamlesh Tiwari (BITS Pilani, India) |
O-2-3 | Secure, Dynamic and Uncomplicated Licensing of Movies on a Blockchain Infrastructure | João Santos (University of Porto, Portugal); Ivone Amorim (Polytechnic of Porto, Portugal); Alexandre Ulisses (MOG Technologies, Portugal); João Correia Lopes (INESC TEC, Portugal); Vasco Filipe (MOG Technologies, Portugal) |
O-2-4 | Introduction to MITRE ATT&CK: Concepts and Use Cases | Seok Bin Son, Soohyun Park and Haemin Lee (Korea University, Korea (South)); Youngkee Kim (Korea Univiersity, Korea (South)); Dongwan Kim (Dong-A University, Korea (South)); Joongheon Kim (Korea University, Korea (South)) |
O-2-5 | Android Malware Category and Family Classification Using Static Analysis | Cong-Danh Nguyen (University of Information Technology & VNU-HCM, Vietnam); Nghi Hoang Khoa (University of Information Technology, VNU-HCM, Vietnam); Khoa Nguyen-Dang Doan (University of Information Technology & Vietnam National University Ho Chi Minh City, Vietnam); Nguyen Tan Cam (University of Information Technology & Vietnam National University HoChiMinh City, Vietnam) |
Session O-3 (Privacy) (January 12, 2023 (Thu), 13:00 ~ 14:40 GMT+7, ) |
Session Chair: Prof. Seokjoo Shin, Chosun University , Korea | |
O-3-1 | Perceptual Encryption-Based Privacy-Preserving Deep Learning for Medical Image Analysis | Ijaz Ahmad and Seokjoo Shin (Chosun University, Korea (South)) |
O-3-2 | Towards Decentralized Autonomous Digital Signatures Using Smart Contracts | Kazumasa Omote (University of Tsukuba, Japan) |
O-3-3 | Privacy Data Protection Scheme of Industrial Field Equipment Based on Fully Homomorphic Encryption | Feng Xiao (Chongqing University of Posts and Telecommunications, China); Jin Wang (State Grid Hubei Electric Power Research Institute, China); Min Wei (Chongqing University of Posts and Telecommunications, China); Chang Liu (State Grid Hubei Electric Power Research Institute, China); Vanqui Le (Chongqing University of Posts and Telecommunications, China); Jiangpei Xu (State Grid Hubei Electric Power Research Institute, China) |
O-3-4 | Generative Data Augmentation Applied to Face Recognition | Marwa Jabberi (ISITCom & REsearch Groups in Intelligent Machines, Tunisia) |
O-3-5 | Privacy-Preserving Traffic Flow Prediction: A Split Learning Approach | Nam Phuong Tran (Chung-Ang University, Korea (South)); Nhu-Ngoc Dao (Sejong University, Korea (South)); Quang Tuan Do, The Vi Nguyen and Sungrae Cho (Chung-Ang University, Korea (South)) |
Session O-4 (Internet of Things 2) (January 12, 2023 (Thu), 15:00 ~ 16:40 GMT+7, ) |
Session Chair: Prof. Nurul I Sarkar, Auckland University of Technology, New Zealand | |
O-4-1 | Privacy Enhanced Federated Learning Utilizing Differential Privacy and IPFS | Hyowon Kim and Inshil Doh (Ewha Womans University, Korea (South)) |
O-4-2 | Establishing Trustworthy Rational Friendships in Social Internet of Things | Raza Ul Mustafa (Munster Technological University, Ireland); Alan McGibney and Susan Rea (Nimbus Research Centre, Ireland) |
O-4-3 | Indirect Bluetooth Low Energy Connection Detection | Ondřej Hujňák, Kamil Malinka and Petr Hanacek (Brno University of Technology, Czech Republic) |
O-4-4 | IoT Gateways Network Communication Analysis | Jan Zbořil, Ondřej Hujňák and Kamil Malinka (Brno University of Technology, Czech Republic) |
O-4-5 | Applying of Websocket and WebRTC for Video Calling in Telemedicine During COVID-19 Pandemic | Khanista Namee (King Mongkut's University of Technology North Bangkok, Thailand); Areej Meny (King Saud bin Abdulaziz University for Health Sciences, Saudi Arabia); Siwalai Chinchua (King Mongkut s University of Technology North Bangkok, Thailand); Supeeti Kulchan (King Mongkut's University of Technology North Bangkok & Faculty of Industrial Technology and Management, Thailand) |
Session O-5 (Energy) (January 13, 2023 (Fri), 14:00 ~ 15:40 GMT+7, ) |
Session Chair: Prof. Joongheon Kim, Korea University | |
O-5-1 | Characteristics of FRET-Based Molecular Communication | Minh Duong and Sungoh Kwon (University of Ulsan, Korea (South)) |
O-5-2 | UAV-Based Data Collection and Wireless Power Transfer System with Deep Reinforcement Learning | Jaewook Lee (Electronics and Telecommunications Research Institute, Korea (South)); Sangwon Seo (Korea University, Korea (South)); Haneul Ko (Kyunghee University, Korea (South)) |
O-5-3 | ABEP Analysis of Coded and Uncoded Mixed RF/FSO Communication System SWIPT-Based | Souad Labghough (ENSIAS - Mohammed V University in Rabat, Morocco); Fouad Ayoub (CRMEF Kenitra, Morocco); Faissal El Bouanani (ENSIAS, Mohammed V University in Rabat, Morocco); Mostafa Belkasmi (ENSIAS - Mohammed V University in Rabat, Morocco); Khalid A. Qaraqe (Texas A&M University at Qatar, USA) |
O-5-4 | Secrecy Performance of Energy Harvesting Based D2D Communications in Spectrum-Sharing Networks | Ajay Singh (Indian Institute of Technology Jammu, India); Surjeet Kumar (Indian Institute of Technology Delhi, India); Shilpa Thakur (Indian Institute of Technology, India) |
O-5-5 | Security of Energy Harvesting Based D2D Communications in Cognitive Cellular Network | Ajay Singh and Koduru Sree Venkateswara Rao (Indian Institute of Technology Jammu, India |
Session O-6 (Health) (January 13, 2023 (Fri), 16:00 ~ 17:40 GMT+7, ) |
Session Chair: Prof. Hrishikesh Dutta, Michigan State Uni., USA | |
O-6-1 | ResNet-TCN: A Joint Model for ECG Heartbeat Classification with High Accuracy | Shaogang Hu (University of Electronic Science and Technology of China, China); Renwei Li and Qiang Hu (Chongqing University of Posts and Telecommunications, China); Guanchao Qiao (University of Electronic Science and Technology of China, China) |
O-6-2 | Histopathological Classification of Colorectal Polyps Using Deep Learning | May Phu Paing (School of Engineering, King Mongkut's Institute of Technology Ladkrabang, Thailand & King Mongkuts Institute of Technology, Thailand); Jae-Wan Cho (KMITL (King Mongkut'sInstitute of Technology Ladkrabang, Thailand), Thailand) |
O-6-3 | Link-Level Assessment of NOMA Aided Multi-Hop DECT-2020 New Radio for mMTC Applications | Sandhya Soni (LNMIIT, India); Rahul Makkar (The LNM Institute of Information Technology Jaipur, India); Divyang Rawal (LNMIIT, India); Nikhil Sharma (The LNM Institute of Information Technology, Jaipur, India) |
O-6-4 | A New Chapter for Medical Image Generation: The Stable Diffusion Method | Loc X. Nguyen, Pyae Sone Aung, Huy Q. Le, Seong-Bae Park and Choong Seon Hong (Kyung Hee University, Korea (South)) |
O-6-5 | Heimdall: Blockchain-Based Consent Management Framework | Bruno Lopes Alcantara Batista (Universidade de Fortaleza, Brazil); Francisco Mardonio Vieira Filho (State University of Ceará (UECE), Brazil); Joaquim Celestino Júnior (State University of Ceará, Brazil); Jose N de Souza (UFC, Brazil) |
Session Poster-1 (January 11, 2023 (Wed), 17:00 ~ 18:20 GMT+7, Sukhumvit II) |
Session Chair: Prof. Tangina Sultana, Kyung Hee Uni., Korea | |
P-1-1 | Classification Performance Evaluation of Latent Vector in Encoder-Decoder Model | Kyuchang Kang (Kunsan National University, Korea (South)); Changseok Bae (Daejeon University, Korea (South)) |
P-1-2 | Transformers with Attentive Federated Aggregation for Time Series Stock Forecasting | Chu Myaet Thwal, Ye Lin Tun, Ki Tae Kim, Seong-Bae Park and Choong Seon Hong (Kyung Hee University, Korea (South)) |
P-1-3 | Seamless and Intelligent Resource Allocation in 6G Maritime Networks Framework via Deep Reinforcement Learning | Sheikh Salman Hassan, Seong-Bae Park, Eui-Nam Huh and Choong Seon Hong (Kyung Hee University, Korea (South)) |
P-1-4 | Advanced Signal Processing of Photo-Excited Current Spectroscopy Based on Trap State Distribution for Photo-Sensor Applications | Dongwook Kim, Jung-Hyok Kwon, Eui-Jik Kim, Jaehoon Park, Hyunju Lee and Bokyoung Kim (Hallym University, Korea (South)) |
P-1-5 | Resource Allocation Reinforcement Learning for Quality of Service Maintenance in Cloud-Based Services | Dupyo Hong, DongWan Kim and Yongtae Shin (Soongsil University, Korea (South)) |
P-1-6 | Segmentation of Cerebral Hemorrhage CT Images Using Swin Transformer and HarDNet | Zhegao Piao, Yeong Hyeon Gu, Seong Joon Yoo and Myoungho Seong (Sejong University, Korea (South)) |
P-1-7 | Layer-Wise Knowledge Distillation for Cross-Device Federated Learning | Huy Q. Le, Loc X. Nguyen, Seong-Bae Park and Choong Seon Hong (Kyung Hee University, Korea (South)) |
P-1-8 | Vehicle Platooning Algorithm for Improving Following Control | Yujie Li and Sang-Chul Kim (Kookmin University, Korea (South)) |
P-1-9 | A Review on Rate-Splitting Multiple Access-Assisted Downlink Networks: Rate Optimizations | Anh-Tien Tran, Demeke Shumeye, Thien Duc Hua and Quang Tuan Do (Chung-Ang University, Korea (South)); Nhu-Ngoc Dao (Sejong University, Korea (South)); Sungrae Cho (Chung-Ang University, Korea (South)) |
P-1-10 | A Research on Low Latency Motion Control System Using Real-Time Scheduling in Edge Server | Jaeho Jeon (Electronics and Telecommunications Research Institute, Korea (South)); Dongbeom Ko and Sungjoo Kang (Electronics and Telecommunications Research Institute (ETRI), Korea (South)) |
P-1-11 | Noise Reduction Caused by External Events in Wireless Sensor Network | Trinh Lai-Thuc and Myungsik Yoo (Soongsil University, Korea (South)); Jaehyuk Cho (Jeonbuk national university, Korea (South)) |
Session Poster-2 (January 11, 2023 (Wed), 17:00 ~ 18:20 GMT+7, Manhattan Studio) |
Session Chair: Prof. Hui-Chun Hung, National Central University, Taiwan | |
P-2-1 | Integrated Optimization in Training Process for Binary Neural Network | Hieu Quang Vo, Sang Hoon Hong, LokWon Kim and Choong Seon Hong (Kyung Hee University, Korea (South)) |
P-2-2 | Semantic Communication for AR-Based Services in 5G and Beyond | Tri Nguyen Dang, Loc X. Nguyen, Huy Q. Le, Ki Tae Kim, S. M. Ahsan Kazmi, Seong-Bae Park, Eui-Nam Huh and Choong Seon Hong (Kyung Hee University, Korea (South)) |
P-2-3 | Sustainable Auctions for Electricity Markets | Abrar Ahmed and Bong Jun David Choi (Soongsil University, Korea (South)); Bizzat Hussain Zaidi (Tate Engineering Inc, Canada); Abdul Samad (Istanbul Technical University, Turkey) |
P-2-4 | The Performance of Graph Neural Network in Detecting Fake News from Social Media Feeds | Iftekharul Islam Shovon and Seokjoo Shin (Chosun University, Korea (South)) |
P-2-5 | Hand Bone X-Rays Segmentation and Congregation for Age Assessment Using Deep Learning | Kyunghee Jung, Toan Duc Nguyen, Duc Tai Le, Junghyun Bum, Simon S. Woo and Hyunseung Choo (Sungkyunkwan University, Korea (South)) |
P-2-6 | Spectral Efficiency Maximization for V2V Communication Underlaid Cellular Uplink Using Deep Neural Networks | Dara Ron, EunJeong Han and Jung Ryun Lee (Chung-Ang University, Korea (South)) |
P-2-7 | Applying Deep Knowledge Tracing Model for University Students' Programming Learning | Hui-Chun Hung and Ping-Han Lee (National Central University, Taiwan) |
P-2-8 | A Data Plane Approach for Detecting Malware in IoT Networks | K Haribabu and Mrunal Hareshwar Gaikar (BITS Pilani, India) |
P-2-9 | Cooperative User Relaying with RSMA for 6G Networks: Overview, Research Challenges and Future Trends | Cuong Ho and The Vi Nguyen (Chung-Ang University, Korea (South)); Chunghyun Lee (Chun-Ang University, Korea (South)); Thi My Tuyen Nguyen and Sungrae Cho (Chung-Ang University, Korea (South)) |
P-2-10 | Phase-Compensating-Circuit Design Utilizing Linear-Nonlinear Joint Optimizations | Tian-Bo Deng (Toho University, Japan) |
P-2-11 | AI BOX: Artificial Intelligence-Based Autonomous Abnormal Network Traffic Response Mechanism | Jiann-Liang Chen (National Taiwan University of Science and Technology, Taiwan); Zheng-Zhun Chen, Youg-Sheng Chang, Ching-Iang Li and Tien-I Kao (Industrial Technology Research Institute, Taiwan); Yu-Ting Lin, Yu-Yi Xiao and Jian-Fu Qiu (National Taiwan University of Science and Technology, Taiwan) |
Session Poster-3 (January 11, 2023 (Wed), 17:00 ~ 18:20 GMT+7, ) |
Session Chair: Prof. Apostolos Gkamas, University Ecclesiastical Academy of Vella of Ioannina, Greece | |
P-3-1 | Trajectory Optimization of Multi-UAM for Reliable Communications with Integrated Space-Air-Ground Network | Yu Min Park, Ki Tae Kim, Seong-Bae Park and Choong Seon Hong (Kyung Hee University, Korea (South)) |
P-3-2 | A PSK-Based Multi-Hop Authentication for Home Network and Its Implementation Using PUCC Protocol | Takeshi Kato (GMS Laboratory, Komazawa University); Norihiro Ishikawa (Komazawa Unversity, Japan) |
P-3-3 | UAVs Reformation Approach Based on Packet Loss in GPS-Denied Environments | Issaree Srisomboon and Sanghwan Lee (Kookmin University, Korea (South)) |
P-3-4 | A Brief Review on Network Identity-Based Moving Target Defense | Nico Saputro (Florida International University, USA & Parahyangan Catholic University, Indonesia) |
P-3-5 | FedBeam: Federated Learning Based Privacy Preserved Localization for Mass-Beamforming in 5GB | Deepti Sharma and Ramesh Babu Battula (Malaviya National Institute of Technology Jaipur, India) |
P-3-6 | Controlling and Simulation System for Hydraulic Valve Testing Based on Qt | Chen Zhang (Jiangsu Advanced Construction Machinery Innovation Center LTD., China) |
P-3-7 | ParaNet: A Single Blocked Network for Mobile Edge Computing Devices | Sharmen Akhter, Md. Imtiaz Hossain, Md. Delowar Hossain, Choong Seon Hong and Eui-Nam Huh (Kyung Hee University, Korea (South)) |
P-3-8 | State of the Art Analysis of Resource Allocation Techniques in 5G MIMO Networks | Christos J Bouras (University of Patras, Greece); Ioannis Caragiannis (Aarhus University, Denmark); Apostolos Gkamas (University Ecclesiastical Academy of Vella of Ioannina, Greece); Nicos Protopapas, Kyriakos Sgarbas and Tasos Sardelis (University of Patras, Greece) |
P-3-9 | A Review on Satellite-Terrestrial Integrated Wireless Networks: Challenges and Open Research Issues | Demeke Shumeye, Anh-Tien Tran and Arooj Masood (Chung-Ang University, Korea (South)); Nhu-Ngoc Dao (Sejong University, Korea (South)); Sungrae Cho (Chung-Ang University, Korea (South)) |
P-3-10 | Implementation of Edge Servers on an Open 5G Core Network | Pisit Vanichchanunt (King Mongkut's University of Technology North Bangkok, Thailand); Ittipon Yamyuan (KMUTNB, Thailand); Pruk Sasithong (Chualalongkorn University, Thailand); Lunchakorn Wuttisittikulkij (Chulalongkorn University (CU), Thailand); Sukritta Paripurana (King Mongkut's University of Technology North Bangkok, Thailand) |
P-3-11 | A Long Distance Low Bandwidth Firmware Update Process for LPWAN - Taking LoRaP2P+ as Example | Yu-Zhe Xie, Jia-Cheng Zhang, Daniel Ho Teck Khieng and Nen-Fu Huang (National Tsing Hua University, Taiwan) |
Session Poster-4 (January 12, 2023 (Thu), 17:00 ~ 18:20 GMT+7, Sukhumvit II) |
Session Chair: Prof. Jaeyoung Choi, Soongsil Uni., Korea | |
P-4-1 | A Survey on Mobile Edge Computing for Deep Learning | Pyeongjun Choi and Jeongho Kwak (DGIST, Korea (South)) |
P-4-2 | Hybrid MAC for Military UAV Networks | Gyu Seon Kim (Inha University, Korea (South)); Hyunsoo Lee and Chanyoung Park (Korea University, Korea (South)); Soyi Jung (Ajou University, Korea (South)); Jae-Hyun Kim (Ajou University, South Korea, Korea (South)); Joongheon Kim (Korea University, Korea (South)) |
P-4-3 | DCGit: Decentralized Internet Hosting for Software Development | Pratham Gupta, Kunjan Shah, Ankit Agrawal and Ritika Bhatia (BITS Pilani, India); Ashutosh Bhatia (Birla Institute of Technology and Science, Pilani, India); Kamlesh Tiwari (BITS Pilani, India) |
P-4-4 | More General Discussions on Information Transfer of the Centralized Network System with Coupled Oscillations and Random Matrices | Takako Hoshiyama (The University of Tokyo & Research Center, Japan); Hironori Shimoyama (Professional of Computational Science and Education, Japan) |
P-4-5 | A Review on Reinforcement Learning Enabled Cooperative Spectrum Sensing | Thi Thu Hien Pham and Sungrae Cho (Chung-Ang University, Korea (South)) |
P-4-6 | Multi-Person 3D Pose Estimation in Mobile Edge Computing Devices for Real-Time Applications | Md. Imtiaz Hossain, Sharmen Akhter, Md. Delowar Hossain, Choong Seon Hong and Eui-Nam Huh (Kyung Hee University, Korea (South)) |
P-4-7 | The Study on TAVR Medical Twin Method Based on Real World Data(RWD) | Se-Min Hyun and KangYoon Lee (Gachon University, Korea (South)) |
P-4-8 | GDFed: Dynamic Federated Learning for Heterogenous Device Using Graph Neural Network | Yoon Ji Su, Sun Moo Kang, Seong-Bae Park and Choong Seon Hong (Kyung Hee University, Korea (South)) |
P-4-9 | A Study on the Cluster-Wise Regression Model for Bead Width in the Automatic GMA Welding | Bo Ram Lee and Won Bin Oh (Mokpo National University, Korea (South)); Hak Hyoung Kim and Yeong Jae Jeong (Jeonnam Technopark, Korea (South)); Jae Seung Yoon (Dongyoung Machinery, Korea (South)); Ill Soo Kim (Mokpo National University, Korea (South)) |
P-4-10 | A Dynamic Scheduling Technique to Optimize Energy Consumption by Ductless-Split ACs | Keshav Kaushik and Prabhutva Agrawal (BITS Pilani, India); Vinayak Naik (BITS Pilani, Goa, India) |
P-4-11 | A Study on the Derivation of Essential Security Elements Through Analysis of Non-Face-To-Face Telehealth Service Model | Jungha Jin and SangSeon Park (KOREA University, Korea (South)); Inhye Lee (Korea University, Korea (South)) |
Session Poster-5 (January 12, 2023 (Thu), 17:00 ~ 18:20 GMT+7, Manhattan Studio) |
Session Chair: Prof. Jongsun Choi, Soongsil Uni., Korea | |
P-5-1 | Techno-Economic Analysis of IoT Networks in 5G | Christos J Bouras, Charalampos Chatzigeorgiou and Anastasia Kollia (University of Patras, Greece); Philippos Pouyioutas (University of Nicosia, Cyprus) |
P-5-2 | Hands-Up-Go: Development of Gas Efficient Blockchain Event DApp | Aeri Kim, Meryam Essaid, Junhyeong Ryu and Hongtaek Ju (Keimyung University, Korea (South)) |
P-5-3 | A Review on Congestion Control for Internet of Deep Space Things Communication | Arooj Masood, Taeyun Ha and Demeke Shumeye (Chung-Ang University, Korea (South)); Nhu-Ngoc Dao (Sejong University, Korea (South)); Thien Duc Hua (Chung-Ang University, Korea (South)); Geeranuch Woraphonbenjakul (Chung Ang University, Korea (South)); Sungrae Cho (Chung-Ang University, Korea (South)) |
P-5-4 | Key Generation and Management Method Using AI Generated Rubik's Cube States | Jungha Jin and SangSeon Park (KOREA University, Korea (South)) |
P-5-5 | A Survey on Fuzzy Logic for Cluster Head Selection in Wireless Sensor Networks | Geeranuch Woraphonbenjakul (Chung Ang University, Korea (South)); Arooj Masood and Sungrae Cho (Chung-Ang University, Korea (South)) |
P-5-6 | A Review on Recent Approaches in mmWave UAV-Aided Communication Networks and Open Issues | Quang Tuan Do, Demeke Shumeye, Anh-Tien Tran, Thien Duc Hua and Sungrae Cho (Chung-Ang University, Korea (South)) |
P-5-7 | The Application of Distributed Ledger Technology in Agribusiness | Zheyu Chen (University of Michigan, USA) |
P-5-8 | Hand Written Digits Recognition Based on Concatenated LSTMs | Noriaki Kaneko and Masakatsu Ogawa (Sophia University, Japan) |
P-5-9 | Abnormal Client Detection Federated Learning Using Image Vectors | JinSeon Park (Kyung Hee University, Korea(South)); Seong-Bae Park, Choong Seon Hong and Ki Tae Kim (Kyung Hee University, Korea (South)) |
P-5-10 | Neural Architectural Nonlinear Pre-Processing for mmWave Radar-Based Human Gesture Perception | Hankyul Baek, Yoo Jeong Ha and Minjae Yoo (Korea University, Korea (South)); Soyi Jung (Ajou University, Korea (South)); Joongheon Kim (Korea University, Korea (South)) |
P-5-11 | Modern Trends in Quantum AI: Distributed and High-Definition Computation | Jae Pyoung Kim, Won Joon Yun, Hankyul Baek and Joongheon Kim (Korea University, Korea (South)) |
Session Poster-6 (January 12, 2023 (Thu), 17:00 ~ 18:20 GMT+7, ) |
Session Chair: Prof. Miinho Park, Soongsil Uni., Korea | |
P-6-1 | Design and Analysis of 29 GHz Millimeter-Waves Phased Array Antenna with Reduced Mutual Coupling | Ashfaq Ahmad (Chosun University, Republic of Korea, Korea (South)); Dong-You Choi, Yun Hwang Lee, Geun OK Lee and Hyeong Jung Kim (Chosun University, Korea (South)) |
P-6-2 | A Review on Matching-Based Models for Distributed Computation Offloading in Fog-Enabled IoT Systems | Tran Hoa and Dong Seong Kim (Kumoh National Institute of Technology, Korea (South)) |
P-6-3 | Contents Delivering Network on Constellation Satellite Using THz: Latency Minimization and Energy Optimization | Min Seok Kim, Choong Seon Hong and Sang Hoon Hong (Kyung Hee University, Korea (South)) |
P-6-4 | Computation Offloading Strategy Based on Multi-Armed Bandit Learning in Microservice-Enabled Vehicular Edge Computing Networks | Md. Delowar Hossain, Tangina Sultana, Sharmen Akhter, Md. Imtiaz Hossain, Ga-Won Lee, Choong Seon Hong and Eui-Nam Huh (Kyung Hee University, Korea (South)) |
P-6-5 | Sionna: Introduction to Embedded Open-Source Semantic Communication Platforms | Ju-Hyung Lee (University of Southern California, USA); Joongheon Kim (Korea University, Korea (South)) |
P-6-6 | Exaggerated Advertisement Inspection System for Judging the Suitability of Advertisements in Social Media Environment | Yohan Park and Yongjin Kim (Soongsil University, Korea (South)); Jonghyeok Mun (Soonsil University, Korea (South)); Jongsun Choi and Jaeyoung Choi (Soongsil University, Korea (South)); Yongyun Cho (Sunchon National University, Korea (South)) |
P-6-7 | Effective Abnormal Human Behavior Detection Based on VAE-LSTM Hybrid Model in WiFi CSI with PCA | Yong-Hwan Kim and Sang-Chul Kim (Kookmin University, Korea (South)) |
P-6-8 | A Reference Architecture for Activities-As-Asset Distributed Ledger with Secure Private Computation | Chen-Fu Chiang (SUNY Polytechnic Institute, USA); Ali Tekeoglu (Johns Hopkins University Applied Physics Laboratory, USA); Saumendra Sengupta (SUNY Polytechnic Institute, USA); Aaron Gregory and Tzu-Chieh Wei (Stony Brook University, USA); Dilip Kusukuntla (State University of New York Polytechnic Institute, USA) |
P-6-9 | Multi-Keyword Based Information Routing in Peer-To-Peer Networks | Iling Yen (University of Texas at Dallas, USA); Hieu Tran (The University of Texas at Dallas, USA); Miao Miao (UTD, USA); Farokh Bastani (The University of Texas at Dallas, USA) |
P-6-10 | Deep Learning for 2D-MIMO Scheme Based on Optical Camera Communication | Huy Nguyen, Van Linh Nguyen, Duc Hoang Tran and Yeong Min Jang (Kookmin University, Korea (South)) |
P-6-11 | A V2X Access Authorization Mechanism Based on DID and VC Using Blockchain | Jiho Lim, Ki-Hyung Kim, Hansu Oh, Sun-young Kim and Kichun Sim (Ajou University, Korea (South)) |
P-6-12 | A Pactical HMM-Based Map-Matching Method for Pedestrian Navigation | Shengjie Ma and Hyukjoon Lee (Kwangwoon University, Korea (South)) |
The Final Conference Program
* The 2023 ICOIN Final Program is now available. (Download, Last updated: January 11, 2023)