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20162021
most citedA Deep Reinforcement Learning Based Approach for Cost- and Energy-Aware Multi-Flow Mobile Data Offloading

69 citations · 310 across the 26 of their papers we have counts for

collaborators
Showing 2019Show all

7 papers · 1 filter

cs.IT2019

Optimal Multi-View Video Transmission in OFDMA Systems

Wei Xu, Ying Cui, Zhi Liu +1

In this letter, we study the transmission of a multi-view video (MVV) to multiple users in an Orthogonal Frequency Division Multiple Access (OFDMA) system. To maximally improve tra…

cs.HC2019★ 3 cited

EmoSense: Computational Intelligence Driven Emotion Sensing via Wireless Channel Data

Yu Gu, Yantong Wang, Tao Liu +6

Emotion is well-recognized as a distinguished symbol of human beings, and it plays a crucial role in our daily lives. Existing vision-based or sensor-based solutions are either obs…

cs.HC2019★ 10 cited

WiFi-based Real-time Breathing and Heart Rate Monitoring during Sleep

Yu Gu, Xiang Zhang, Zhi Liu +1

Good quality sleep is essential for good health and sleep monitoring becomes a vital research topic. This paper provides a low cost, continuous and contactless WiFi-based vital sig…

cs.AI2019★ 9 cited

Age of Information-Aware Radio Resource Management in Vehicular Networks: A Proactive Deep Reinforcement Learning Perspective

Xianfu Chen, Celimuge Wu, Tao Chen +4

In this paper, we investigate the problem of age of information (AoI)-aware radio resource management for expected long-term performance optimization in a Manhattan grid vehicle-to…

cs.HC2019★ 39 cited

BeSense: Leveraging WiFi Channel Data and Computational Intelligence for Behavior Analysis

Yu Gu, Xiang Zhang, Zhi Liu +1

The ever evolving informatics technology has gradually bounded human and computer in a compact way. Understanding user behavior becomes a key enabler in many fields such as sedenta…

cs.IT2019

Optimal Multi-View Video Transmission in Multiuser Wireless Networks by Exploiting Natural and View Synthesis-Enabled Multicast Opportunities

Wei Xu, Ying Cui, Zhi Liu

Multi-view videos (MVVs) provide immersive viewing experience, at the cost of traffic load increase for wireless networks. In this paper, we would like to optimize MVV transmission…

cs.IT2019

Optimal Multi-Quality Multicast for 360 Virtual Reality Video

Kaixuan Long, Chencheng Ye, Ying Cui +1

A 360 virtual reality (VR) video, recording a scene of interest in every direction, provides VR users with immersive viewing experience. However, transmission of a 360 VR video whi…