activity
20162020
most citedDeep Reinforcement Learning for Collaborative Edge Computing in Vehicular Networks

254 citations · 399 across the 23 of their papers we have counts for

collaborators

31 papers

cs.LG2020

Dynamic RAN Slicing for Service-Oriented Vehicular Networks via Constrained Learning

Wen Wu, Nan Chen, Conghao Zhou +4

In this paper, we investigate a radio access network (RAN) slicing problem for Internet of vehicles (IoV) services with different quality of service (QoS) requirements, in which mu…

cs.NI20201 cited

MAC for Machine Type Communications in Industrial IoT -- Part II: Scheduling and Numerical Results

Jie Gao, Mushu Li, Weihua Zhuang +3

In the second part of this paper, we develop a centralized packet transmission scheduling scheme to pair with the protocol designed in Part I and complete our medium access control…

cs.NI2020

MAC for Machine Type Communications in Industrial IoT -- Part I: Protocol Design and Analysis

Jie Gao, Weihua Zhuang, Mushu Li +3

In this two-part paper, we propose a novel medium access control (MAC) protocol for machine-type communications in the industrial internet of things. The considered use case featur…

cs.CR2020

Privacy-Preserving and Efficient Data Collection Scheme for AMI Networks Using Deep Learning

Mohamed I. Ibrahem, Mohamed Mahmoud, Mostafa M. Fouda +4

In advanced metering infrastructure (AMI), smart meters (SMs), which are installed at the consumer side, send fine-grained power consumption readings periodically to the electricit…

eess.SY2020254 cited

Deep Reinforcement Learning for Collaborative Edge Computing in Vehicular Networks

Mushu Li, Jie Gao, Lian Zhao +1

Mobile edge computing (MEC) is a promising technology to support mission-critical vehicular applications, such as intelligent path planning and safety applications. In this paper,…

cs.LG202010 cited

Deep Reinforcement Learning for Delay-Oriented IoT Task Scheduling in Space-Air-Ground Integrated Network

Conghao Zhou, Wen Wu, Hongli He +5

In this paper, we investigate a computing task scheduling problem in space-air-ground integrated network (SAGIN) for delay-oriented Internet of Things (IoT) services. In the consid…