148 citations · 202 across the 7 of their papers we have counts for
5 papers · 1 filter
Multi-Agent Q-Learning Aided Backpressure Routing Algorithm for Delay Reduction
Juntao Gao, Yulong Shen, Minoru Ito +1
In queueing networks, it is well known that the throughput-optimal backpressure routing algorithm results in poor delay performance for light and moderate traffic loads. To improve…
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…
Optimal Scheduling for Incentive WiFi Offloading under Energy Constraint
Juntao Gao, Minoru Ito, Norio Shiratori
WiFi offloading, where mobile device users (e.g., smart phone users) transmit packets through WiFi networks rather than cellular networks, is a promising solution to alleviating th…
End-to-End Delay Modeling for Mobile Ad Hoc Networks: A Quasi-Birth-and-Death Approach
Juntao Gao, Yulong Shen, Xiaohong Jiang +2
Understanding the fundamental end-to-end delay performance in mobile ad hoc networks (MANETs) is of great importance for supporting Quality of Service (QoS) guaranteed applications…
Source Delay in Mobile Ad Hoc Networks
Juntao Gao, Yulong Shen, Xiaohong Jiang +1
Source delay, the time a packet experiences in its source node, serves as a fundamental quantity for delay performance analysis in networks. However, the source delay performance i…