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20062025
most citedDeep Reinforcement Learning for Autonomous Internet of Things: Model, Applications and Challenges

13 citations · 88 across the 51 of their papers we have counts for

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Showing 2019Show all

8 papers · 1 filter

eess.SY2019★ 3 cited

Compensation of Charging Station Overload via On-road Mobile Energy Storage Scheduling

Nan Chen, Mushu Li, Miao Wang +3

Supported by the technical development of electric battery and charging facilities, plug-in electric vehicle (PEV) has the potential to be mobile energy storage (MES) for energy de…

cs.OS2019

The Study of Dynamic Caching via State Transition Field -- the Case of Time-Varying Popularity

Jie Gao, Lian Zhao, Xuemin +1

In the second part of this two-part paper, we extend the study of dynamic caching via state transition field (STF) to the case of time-varying content popularity. The objective of…

cs.OS2019★ 1 cited

The Study of Dynamic Caching via State Transition Field -- the Case of Time-Invariant Popularity

Jie Gao, Lian Zhao, Xuemin +1

This two-part paper investigates cache replacement schemes with the objective of developing a general model to unify the analysis of various replacement schemes and illustrate thei…

eess.SY2019

Contention Intensity based Distributed Coordination for V2V Safety Message Broadcast

Jie Gao, Mushu Li, Lian Zhao +2

In this paper, we propose a contention intensity based distributed coordination (CIDC) scheme for safety message broadcast. By exploiting the high-frequency and periodical features…

eess.SP2019★ 4 cited

Fast mmwave Beam Alignment via Correlated Bandit Learning

Wen Wu, Nan Cheng, Ning Zhang +4

Beam alignment (BA) is to ensure the transmitter and receiver beams are accurately aligned to establish a reliable communication link in millimeter-wave (mmwave) systems. Existing…

cs.LG2019★ 13 cited

Deep Reinforcement Learning for Autonomous Internet of Things: Model, Applications and Challenges

Lei Lei, Yue Tan, Kan Zheng +4

The Internet of Things (IoT) extends the Internet connectivity into billions of IoT devices around the world, where the IoT devices collect and share information to reflect status…

cs.IT2019

Cloud-Edge Coordinated Processing: Low-Latency Multicasting Transmission

Shiwen He, Ju Ren, Jiaheng Wang +5

Recently, edge caching and multicasting arise as two promising technologies to support high-data-rate and low-latency delivery in wireless communication networks. In this paper, we…

cs.NI2019

Bi-Directional Mission Offloading for Agile Space-Air-Ground Integrated Networks

Sheng Zhou, Guangchao Wang, Shan Zhang +3

Space-air-ground integrated networks (SAGIN) provide great strengths in extending the capability of ground wireless networks. On the other hand, with rich spectrum and computing re…