activity
20152021
most citedAdaptive Traffic Signal Control: Deep Reinforcement Learning Algorithm with Experience Replay and Target Network

148 citations · 250 across the 9 of their papers we have counts for

collaborators

9 papers

cs.NI2021★ 13 cited

Silicon Photonics in Optical Access Networks for 5G Communications

Xun Guan, Wei Shi, Jia Liu +3

Only radio access networks can provide connectivity across multiple antenna sites to achieve the great leap forward in capacity targeted by 5G. Optical fronthaul remains a sticking…

eess.SP2019★ 1 cited

Data Analytics for Fog Computing by Distributed Online Learning with Asynchronous Update

Guangxia Li, Peilin Zhao, Xiao Lu +2

Fog computing extends the cloud computing paradigm by allocating substantial portions of computations and services towards the edge of a network, and is, therefore, particularly su…

cs.IT2018★ 2 cited

Link Selection for Secure Cooperative Networks with Buffer-Aided Relaying

Ji He, Jia Liu, Yulong Shen +1

This paper investigates the secure communication in a two-hop cooperative wireless network, where a buffer-aided relay is utilized to forward data from the source to destination, a…

cs.NI2017★ 148 cited

Adaptive Traffic Signal Control: Deep Reinforcement Learning Algorithm with Experience Replay and Target Network

Juntao Gao, Yulong Shen, Jia Liu +2

Adaptive traffic signal control, which adjusts traffic signal timing according to real-time traffic, has been shown to be an effective method to reduce traffic congestion. Availabl…

cs.IT2016★ 24 cited

Physical Layer Security-Aware Routing and Performance Tradeoffs in Ad Hoc Networks

Yang Xu, Jia Liu, Yulong Shen +2

The application of physical layer security in ad hoc networks has attracted considerable academic attention recently. However, the available studies mainly focus on the single-hop…

cs.IT2016★ 22 cited

On Performance Modeling for MANETs under General Limited Buffer Constraint

Jia Liu, Yang Xu, Yulong Shen +2

Understanding the real achievable performance of mobile ad hoc networks (MANETs) under practical network constraints is of great importance for their applications in future highly…

cs.IT2015★ 28 cited

End-to-end delay modeling in buffer-limited MANETs: a general theoretical framework

Jia Liu, Min Sheng, Yang Xu +2

This paper focuses on a class of important two-hop relay mobile ad hoc networks (MANETs) with limited-buffer constraint and any mobility model that leads to the uniform distributio…

cs.PF2015★ 1 cited

End-to-end delay in two hop relay MANETs with limited buffer

Jia Liu, Yang Xu, Xiaohong Jiang

Despite lots of literature has been dedicated to researching the delay performance in two-hop relay (2HR) mobile ad hoc networks (MANETs), however, they usually assume the buffer s…

cs.IT2015★ 11 cited

On throughput capacity for a class of buffer-limited MANETs

Jia Liu, Min Sheng, Yang Xu +2

Available throughput performance studies for mobile ad hoc networks (MANETs) suffer from two major limitations: they mainly focus on the scaling law study of throughput, while the…