13 citations · 13 across the 5 of their papers we have counts for
5 papers
Inverse-Reinforcement Learning Enabled Digital Twin for Intent-based Drone Networks
Jiahao Wang, Ruimin Yang, Hanzhi Yu +2
In this paper, the problem of the trajectory design for an intent-based drone operating in resource-constrained, dynamic wireless network environments is studied. In the considered…
TernaryVote: Differentially Private, Communication Efficient, and Byzantine Resilient Distributed Optimization on Heterogeneous Data
Richeng Jin, Yujie Gu, Kai Yue +3
Distributed training of deep neural networks faces three critical challenges: privacy preservation, communication efficiency, and robustness to fault and adversarial behaviors. Alt…
Robustness in Wireless Distributed Learning: An Information-Theoretic Analysis
Yangshuo He, Guanding Yu, Huaiyu Dai
In recent years, the application of artificial intelligence (AI) in wireless communications has demonstrated inherent robustness against wireless channel distortions. Most existing…
Distributed ADMM with Synergetic Communication and Computation
Zhuojun Tian, Zhaoyang Zhang, Jue Wang +3
In this paper, we propose a novel distributed alternating direction method of multipliers (ADMM) algorithm with synergetic communication and computation, called SCCD-ADMM, to reduc…
Enhancing Physical Layer Security for NOMA Transmission in mmWave Drone Networks
Nadisanka Rupasinghe, Yavuz Yapici, Ismail Guvenc +2
Physical layer security (PLS) is critically important for emerging wireless communication networks to maintain the confidentiality of the information of legitimate users. In this p…