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Federated and Meta learning over Non-Wireless and Wireless Networks: A Tutorial


Oct 24, 2022
Xiaonan Liu, Yansha Deng, Arumugam Nallanathan, Mehdi Bennis

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Is the Envelope Beneficial to Non-Orthogonal Multiple Access?


Oct 24, 2022
Ziyi Xie, Wenqiang Yi, Xuanli Wu, Yuanwei Liu, Arumugam Nallanathan

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* 30 pages, 9 figures 

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Task-Oriented and Semantics-Aware 6G Networks


Oct 17, 2022
Hui Zhou, Xiaonan Liu, Yansha Deng, Nikolaos Pappas, Arumugam Nallanathan

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Knowledge-aided Federated Learning for Energy-limited Wireless Networks


Sep 25, 2022
Zhixiong Chen, Wenqiang Yi, Yuanwei Liu, Arumugam Nallanathan

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* 34 pages 

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Dynamic Task Software Caching-assisted Computation Offloading for Multi-Access Edge Computing


Aug 15, 2022
Zhixiong Chen, Wenqiang Yi, Atm S. Alam, Arumugam Nallanathan

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* 32 pages, 10 figures 

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A Novel Resource Allocation for Anti-jamming in Cognitive-UAVs: an Active Inference Approach


Aug 10, 2022
Ali Krayani, Atm S. Alam, Lucio Marcenaro, Arumugam Nallanathan, Carlo Regazzoni

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* IEEE Communications Letters (2022) 

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Task Offloading with Multi-Tier Computing Resources in Next Generation Wireless Networks


May 27, 2022
Kunlun Wang, Jiong Jin, Yang Yang, Tao Zhang, Arumugam Nallanathan, Chintha Tellambura, Bijan Jabbari

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Federated Learning for Energy-limited Wireless Networks: A Partial Model Aggregation Approach


Apr 20, 2022
Zhixiong Chen, Wenqiang Yi, Arumugam Nallanathan, Geoffrey Ye Li

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* 32pages, 7 figures 

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Sufficient Reasons for A Zero-Day Intrusion Detection Artificial Immune System


Apr 05, 2022
Qianru Zhou, Rongzhen Li, Lei Xu, Arumugam Nallanathan, Jian Yanga, Anmin Fu

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Low-Complexity Beamforming Design for IRS-Aided NOMA Communication System with Imperfect CSI


Mar 16, 2022
Yasaman Omid, S. M. Mahdi Shahabi, Cunhua Pan, Yansha Deng, Arumugam Nallanathan

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