279 citations · 743 across the 34 of their papers we have counts for
9 papers · 1 filter
Federated Learning via Over-the-Air Computation
Kai Yang, Tao Jiang, Yuanming Shi +1
The stringent requirements for low-latency and privacy of the emerging high-stake applications with intelligent devices such as drones and smart vehicles make the cloud computing i…
Blind Over-the-Air Computation and Data Fusion via Provable Wirtinger Flow
Jialin Dong, Yuanming Shi, Zhi Ding
Over-the-air computation (AirComp) shows great promise to support fast data fusion in Internet-of-Things (IoT) networks. AirComp typically computes desired functions of distributed…
Generalized Low-Rank Optimization for Topological Cooperation in Ultra-Dense Networks
Kai Yang, Yuanming Shi, Zhi Ding
Network densification is a natural way to support dense mobile applications under stringent requirements, such as ultra-low latency, ultra-high data rate, and massive connecting de…
Data Shuffling in Wireless Distributed Computing via Low-Rank Optimization
Kai Yang, Yuanming Shi, Zhi Ding
Intelligent mobile platforms such as smart vehicles and drones have recently become the focus of attention for onboard deployment of machine learning mechanisms to enable low laten…
Non-iterative Joint Detection-Decoding Receiver for LDPC-Coded MIMO Systems Based on SDR
Kun Wang, Zhi Ding
Semi-definite relaxation (SDR) detector has been demonstrated to be successful in approaching maximum likelihood (ML) performance while the time complexity is only polynomial. We p…
Engineering Radio Map for Wireless Resource Management
Suzhi Bi, Jiangbin Lyu, Zhi Ding +1
Radio map in general refers to the geographical signal power spectrum density, formed by the superposition of concurrent wireless transmissions, as a function of location, frequenc…