60 citations · 71 across the 9 of their papers we have counts for
9 papers
A Dynamic Programming Framework for Vehicular Task Offloading with Successive Action Improvement
Qianren Li, Yuncong Hong, Bojie Lv +1
In this paper, task offloading from vehicles with random velocities is optimized via a novel dynamic programming framework. Particularly, in a vehicular network with multiple vehic…
A Dynamic Improvement Framework for Vehicular Task Offloading
Qianren Li, Yuncong Hong, Bojie Lv +1
In this paper, the task offloading from vehicles with random velocities is optimized via a novel dynamic improvement framework. Particularly, in a vehicular network with multiple v…
ReinWiFi: Application-Layer QoS Optimization of WiFi Networks with Reinforcement Learning
Qianren Li, Bojie Lv, Yuncong Hong +1
The enhanced distributed channel access (EDCA) mechanism is used in current wireless fidelity (WiFi) networks to support priority requirements of heterogeneous applications. Howeve…
Robotic Wireless Energy Transfer in Dynamic Environments: System Design and Experimental Validation
Shuai Wang, Ruihua Han, Yuncong Hong +5
Wireless energy transfer (WET) is a ground-breaking technology for cutting the last wire between mobile sensors and power grids in smart cities. Yet, WET only offers effective tran…
Distributed Dynamic Map Fusion via Federated Learning for Intelligent Networked Vehicles
Zijian Zhang, Shuai Wang, Yuncong Hong +2
The technology of dynamic map fusion among networked vehicles has been developed to enlarge sensing ranges and improve sensing accuracies for individual vehicles. This paper propos…
Edge Federated Learning Via Unit-Modulus Over-The-Air Computation
Shuai Wang, Yuncong Hong, Rui Wang +3
Edge federated learning (FL) is an emerging paradigm that trains a global parametric model from distributed datasets based on wireless communications. This paper proposes a unit-mo…
Online Distributed Job Dispatching with Outdated and Partially-Observable Information
Yuncong Hong, Bojie Lv, Rui Wang +4
In this paper, we investigate online distributed job dispatching in an edge computing system residing in a Metropolitan Area Network (MAN). Specifically, job dispatchers are implem…
Learning Centric Wireless Resource Allocation for Edge Computing: Algorithm and Experiment
Liangkai Zhou, Yuncong Hong, Shuai Wang +4
Edge intelligence is an emerging network architecture that integrates sensing, communication, computing components, and supports various machine learning applications, where a fund…
Cooperative Job Dispatching in Edge Computing Network with Unpredictable Uploading Delay
Bojie Lv, Yuncong Hong, Haisheng Tan +2
In this paper, the cooperative jobs dispatching problem in an edge computing network with multiple access points (APs) and edge servers is considered. Due to the uncertain traffic…