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An Adaptive Device-Edge Co-Inference Framework Based on Soft Actor-Critic


Jan 09, 2022
Tao Niu, Yinglei Teng, Zhu Han, Panpan Zou


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Reconfigurable Holographic Surfaces for Future Wireless Communications


Dec 13, 2021
Ruoqi Deng, Boya Di, Hongliang Zhang, Dusit Niyato, Zhu Han, H. Vincent Poor, Lingyang Song

* 6 pages, 6 figures 

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Antenna Array Enabled Space/Air/Ground Communications and Networking for 6G


Oct 25, 2021
Zhenyu Xiao, Zhu Han, Arumugam Nallanathan, Octavia A. Dobre, Bruno Clerckx, Jinho Choi, Chong He, Wen Tong


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Joint 3-D Positioning and Power Allocation for UAV Relay Aided by Geographic Information


Oct 12, 2021
Pengfei Yi, Liang Zhu, Lipeng Zhu, Zhenyu Xiao, Zhu Han, Xiang-Gen Xia


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MetaSketch: Wireless Semantic Segmentation by Metamaterial Surfaces


Aug 29, 2021
Jingzhi Hu, Hongliang Zhang, Kaigui Bian, Zhu Han, H. Vincent Poor, Lingyang Song


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HoloSketch: Wireless Semantic Segmentation by Reconfigurable Intelligent Surfaces


Aug 14, 2021
Jingzhi Hu, Hongliang Zhang, Kaigui Bian, Zhu Han, H. Vincent Poor, Lingyang Song


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SpectralFormer: Rethinking Hyperspectral Image Classification with Transformers


Jul 07, 2021
Danfeng Hong, Zhu Han, Jing Yao, Lianru Gao, Bing Zhang, Antonio Plaza, Jocelyn Chanussot


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On the Impact of Oscillator Phase Noise in an IRS-assisted MISO TDD System


Jul 06, 2021
Chu Li, Aydin Sezgin, Zhu Han


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Trajectory Optimization and Phase-Shift Design in IRS Assisted UAV Network for High Speed Trains


Jul 02, 2021
Yu Min Park, Yan Kyaw Tun, Zhu Han, Choong Seon Hong

* This paper has been submitted to IEEE Wireless Communications Letters 

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A Business Model for Resource Sharing in Cell-Free UAVs-Assisted Wireless Networks


Jul 02, 2021
Yan Kyaw Tun, Yu Min Park, Tra Huong Thi Le, Zhu Han, Choong Seon Hong

* This paper has been submitted to IEEE Transactions on Vehicular Technology 

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Adaptive Stochastic ADMM for Decentralized Reinforcement Learning in Edge Industrial IoT


Jun 30, 2021
Wanlu Lei, Yu Ye, Ming Xiao, Mikael Skoglund, Zhu Han


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Low-Latency Federated Learning over Wireless Channels with Differential Privacy


Jun 20, 2021
Kang Wei, Jun Li, Chuan Ma, Ming Ding, Cailian Chen, Shi Jin, Zhu Han, H. Vincent Poor


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Converged Reconfigurable Intelligent Surface and Mobile Edge Computing for Space Information Networks


Jun 08, 2021
Xuelin Cao, Bo Yang, Chongwen Huang, Chau Yuen, Yan Zhang, Dusit Niyato, Zhu Han


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A Dispersed Federated Learning Framework for 6G-Enabled Autonomous Driving Cars


May 20, 2021
Latif U. Khan, Yan Kyaw Tun, Madyan Alsenwi, Muhammad Imran, Zhu Han, Choong Seon Hong


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Reconfigurable Intelligent Surface-Assisted MAC for Wireless Networks: Protocol Design, Analysis, and Optimization


Mar 23, 2021
Xuelin Cao, Bo Yang, Hongliang Zhang, Chongwen Huang, Chau Yuen, Zhu Han


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Spatial Equalization Before Reception: Reconfigurable Intelligent Surfaces for Multi-path Mitigation


Mar 08, 2021
Hongliang Zhang, Lingyang Song, Zhu Han, H. Vincent Poor

* Accepted by IEEE ICASSP 2021 

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Blockchain Assisted Decentralized Federated Learning (BLADE-FL): Performance Analysis and Resource Allocation


Jan 18, 2021
Jun Li, Yumeng Shao, Kang Wei, Ming Ding, Chuan Ma, Long Shi, Zhu Han, H. Vincent Poor


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To Talk or to Work: Flexible Communication Compression for Energy Efficient Federated Learning over Heterogeneous Mobile Edge Devices


Dec 22, 2020
Liang Li, Dian Shi, Ronghui Hou, Hui Li, Miao Pan, Zhu Han

* Accepted for publication in INFOCOM'21 

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Blockchain Assisted Decentralized Federated Learning (BLADE-FL) with Lazy Clients


Dec 02, 2020
Jun Li, Yumeng Shao, Ming Ding, Chuan Ma, Kang Wei, Zhu Han, H. Vincent Poor


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Edge-assisted Democratized Learning Towards Federated Analytics


Dec 01, 2020
Shashi Raj Pandey, Minh N. H. Nguyen, Tri Nguyen Dang, Nguyen H. Tran, Kyi Thar, Zhu Han, Choong Seon Hong

* Submitted to IEEE for possible publication 

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Energy Drain of the Object Detection Processing Pipeline for Mobile Devices: Analysis and Implications


Nov 26, 2020
Haoxin Wang, BaekGyu Kim, Jiang Xie, Zhu Han

* This is a personal copy of the authors. Not for redistribution. The final version of this paper was accepted by IEEE Transactions on Green Communications and Networking 

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Toward Multiple Federated Learning Services Resource Sharing in Mobile Edge Networks


Nov 25, 2020
Minh N. H. Nguyen, Nguyen H. Tran, Yan Kyaw Tun, Zhu Han, Choong Seon Hong


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An Incentive Mechanism for Federated Learning in Wireless Cellular network: An Auction Approach


Sep 22, 2020
Tra Huong Thi Le, Nguyen H. Tran, Yan Kyaw Tun, Minh N. H. Nguyen, Shashi Raj Pandey, Zhu Han, Choong Seon Hong

* Paper-TW-Apr-20-0557(2020) 

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Deep Learning Techniques for Future Intelligent Cross-Media Retrieval


Jul 21, 2020
Sadaqat ur Rehman, Muhammad Waqas, Shanshan Tu, Anis Koubaa, Obaid ur Rehman, Jawad Ahmad, Muhammad Hanif, Zhu Han

* arXiv admin note: text overlap with arXiv:1804.09539 by other authors 

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Codebook-Based Beam Tracking for Conformal ArrayEnabled UAV MmWave Networks


May 28, 2020
Jinglin Zhang, Wenjun Xu, Hui Gao, Miao Pan, Zhu Han, Ping Zhang


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Decentralized Learning for Channel Allocation in IoT Networks over Unlicensed Bandwidth as a Contextual Multi-player Multi-armed Bandit Game


Apr 04, 2020
Wenbo Wang, Amir Leshem, Dusit Niyato, Zhu Han

* 30 pages, 10 figures, submitted to IEEE TWC 

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Hyperspectral-Multispectral Image Fusion with Weighted LASSO


Mar 15, 2020
Nguyen Tran, Rupali Mankar, David Mayerich, Zhu Han


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Data Freshness and Energy-Efficient UAV Navigation Optimization: A Deep Reinforcement Learning Approach


Feb 21, 2020
Sarder Fakhrul Abedin, Md. Shirajum Munir, Nguyen H. Tran, Zhu Han, Choong Seon Hong

* Submitted to IEEE Transactions on Intelligent Transportation Systems, Special Issue on Unmanned Aircraft System Traffic Management 

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Risk-Aware Energy Scheduling for Edge Computing with Microgrid: A Multi-Agent Deep Reinforcement Learning Approach


Feb 21, 2020
Md. Shirajum Munir, Sarder Fakhrul Abedin, Nguyen H. Tran, Zhu Han, Eui Nam Huh, Choong Seon Hong

* Submitted to IEEE Internet of Things Journal 

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