SS-L24: Machine Learning for Communications |
| Session Type: Lecture |
| Time: Friday, May 17, 16:00 - 18:00 |
| Location: Syndicate 3 |
| Session Chair: Sangarapillai Lambotharan, Loughborough University |
| SS-L24.1: JOINT TRANSACTION TRANSMISSION AND CHANNEL SELECTION IN COGNITIVE RADIO BASED BLOCKCHAIN NETWORKS: A DEEP REINFORCEMENT LEARNING APPROACH |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Nguyen Cong Luong; Nanyang Technological University |
| Tran The Anh; Nanyang Technological University |
| Huynh Thi Thanh Binh; Hanoi University of Science and Technology |
| Dusit Niyato; Nanyang Technological University |
| Dong In Kim; Sungkyunkwan University |
| Ying Chang Liang; University of Electronic Science and Technology of China |
| SS-L24.2: DEEP LEARNING BASED ON ORTHOGONAL APPROXIMATE MESSAGE PASSING FOR CP-FREE OFDM |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Jing Zhang; National Mobile Communications Research Laboratory, Southeast University |
| Hengtao He; National Mobile Communications Research Laboratory, Southeast University |
| Chao-Kai Wen; Institute of Communications Engineering, National Sun Yat-sen University |
| Shi Jin; National Mobile Communications Research Laboratory, Southeast University |
| Geoffrey Ye Li; Georgia Institute of Technology, USA |
| SS-L24.3: A CALIBRATED LEARNING APPROACH TO DISTRIBUTED POWER ALLOCATION IN SMALL CELL NETWORKS |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Xinruo Zhang; Loughborough University |
| Mohammad Reza Nakhai; King's College London |
| Gan Zheng; Loughborough University |
| Sangarapillai Lambotharan; Loughborough University |
| Björn Ottersten; University of Luxembourg |
| SS-L24.4: COOPERATIVE DEEP REINFORCEMENT LEARNING FOR MULTIPLE-GROUP NB-IOT NETWORKS OPTIMIZATION |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Nan Jiang; Queen Mary University of London |
| Yansha Deng; King's College London |
| Osvaldo Simeone; King's College London |
| Arumugam Nallanathan; Queen Mary University of London |
| SS-L24.5: DEEP LEARNING BASED ONLINE POWER CONTROL FOR LARGE ENERGY HARVESTING NETWORKS |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Mohit Kumar Sharma; CentraleSupelec, Universite Paris-Saclay |
| Alessio Zappone; CentraleSupelec, Universite Paris-Saclay |
| Merouane Debbah; CentraleSupelec, Universite Paris-Saclay and Huawei France R&D |
| Mohamad Assaad; CentraleSupelec, Universite Paris-Saclay |
| SS-L24.6: A VARIATIONAL BAYES APPROACH TO ADAPTIVE CHANNEL-GAIN CARTOGRAPHY |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Donghoon Lee; University of Minnesota |
| Georgios B. Giannakis; University of Minnesota |