3D UAV Trajectory Design and Frequency Band Allocation for Energy-Efficient and Fair Communication: A Deep Reinforcement Learning Approach

Ruijin Ding; Feifei Gao; Xuemin Sherman Shen

doi:10.1109/twc.2020.3016024

3D UAV Trajectory Design and Frequency Band Allocation for Energy-Efficient and Fair Communication: A Deep Reinforcement Learning Approach

IEEE Transactions on Wireless Communications ◽

10.1109/twc.2020.3016024 ◽

2020 ◽

Vol 19 (12) ◽

pp. 7796-7809

Author(s):

Ruijin Ding ◽

Feifei Gao ◽

Xuemin Sherman Shen

Keyword(s):

Reinforcement Learning ◽

Frequency Band ◽

Energy Efficient ◽

Learning Approach ◽

Trajectory Design

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Energy-efficient UAV trajectory design for backscatter communication: A deep reinforcement learning approach

China Communications ◽

10.23919/jcc.2020.10.009 ◽

2020 ◽

Vol 17 (10) ◽

pp. 129-141

Author(s):

Yiwen Nie ◽

Junhui Zhao ◽

Jun Liu ◽

Jing Jiang ◽

Ruijin Ding

Keyword(s):

Reinforcement Learning ◽

Energy Efficient ◽

Learning Approach ◽

Trajectory Design ◽

Backscatter Communication

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Energy-Efficient UAV enabled Data Collection via Wireless Charging: A Reinforcement Learning Approach

IEEE Internet of Things Journal ◽

10.1109/jiot.2021.3051370 ◽

2021 ◽

pp. 1-1

Author(s):

Shu Fu ◽

Yujie Tang ◽

Yuan Wu ◽

Ning Zhang ◽

Huaxi Gu ◽

...

Keyword(s):

Reinforcement Learning ◽

Data Collection ◽

Energy Efficient ◽

Learning Approach ◽

Wireless Charging

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A game-based deep reinforcement learning approach for energy-efficient computation in MEC systems

Knowledge-Based Systems ◽

10.1016/j.knosys.2021.107660 ◽

2021 ◽

pp. 107660

Author(s):

Miaojiang Chen ◽

Wei Liu ◽

Tian Wang ◽

Shaobo Zhang ◽

Anfeng Liu

Keyword(s):

Reinforcement Learning ◽

Energy Efficient ◽

Learning Approach ◽

Efficient Computation

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Joint Trajectory Design and BS Association for Cellular-Connected UAV: An Imitation Augmented Deep Reinforcement Learning Approach

IEEE Internet of Things Journal ◽

10.1109/jiot.2021.3093116 ◽

2021 ◽

pp. 1-1

Author(s):

Yu-Jia Chen ◽

Da-Yu Huang

Keyword(s):

Reinforcement Learning ◽

Learning Approach ◽

Trajectory Design

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Energy-Efficient Mobile Crowdsensing by Unmanned Vehicles: A Sequential Deep Reinforcement Learning Approach

IEEE Internet of Things Journal ◽

10.1109/jiot.2019.2962545 ◽

2020 ◽

Vol 7 (7) ◽

pp. 6312-6324 ◽

Cited By ~ 1

Author(s):

Chengzhe Piao ◽

Chi Harold Liu

Keyword(s):

Reinforcement Learning ◽

Energy Efficient ◽

Unmanned Vehicles ◽

Learning Approach ◽

Mobile Crowdsensing

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Energy Efficient 3-D UAV Control for Persistent Communication Service and Fairness: A Deep Reinforcement Learning Approach

IEEE Access ◽

10.1109/access.2020.2981403 ◽

2020 ◽

Vol 8 ◽

pp. 53172-53184 ◽

Cited By ~ 5

Author(s):

Hang Qi ◽

Zhiqun Hu ◽

Hao Huang ◽

Xiangming Wen ◽

Zhaoming Lu

Keyword(s):

Reinforcement Learning ◽

Energy Efficient ◽

Learning Approach ◽

Communication Service

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Trajectory Design for UAV-Based Internet-of-Things Data Collection: A Deep Reinforcement Learning Approach

IEEE Internet of Things Journal ◽

10.1109/jiot.2021.3102185 ◽

2021 ◽

pp. 1-1

Author(s):

Yang Wang ◽

Zhen Gao ◽

Jun Zhang ◽

Xianbin Cao ◽

Dezhi Zheng ◽

...

Keyword(s):

Reinforcement Learning ◽

Data Collection ◽

Internet Of Things ◽

Learning Approach ◽

Trajectory Design

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Energy-Efficient Channel Switching in Cognitive Radio Networks: A Reinforcement Learning Approach

IEEE Transactions on Vehicular Technology ◽

10.1109/tvt.2020.3006471 ◽

2020 ◽

Vol 69 (10) ◽

pp. 12359-12362

Author(s):

Haichuan Ding ◽

Xuanheng Li ◽

Ying Ma ◽

Yuguang Fang

Keyword(s):

Reinforcement Learning ◽

Cognitive Radio ◽

Cognitive Radio Networks ◽

Energy Efficient ◽

Radio Networks ◽

Learning Approach ◽

Channel Switching

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Energy Efficient Transmission Policy of the Delay Insensitive Service: A Reinforcement Learning Approach

10.1109/icvris51417.2020.00219 ◽

2020 ◽

Author(s):

Yuehan Zu ◽

Rui Zhu ◽

Yarong Chen ◽

Zuliang Wang ◽

Feng Wang

Keyword(s):

Reinforcement Learning ◽

Energy Efficient ◽

Learning Approach ◽

Efficient Transmission

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Energy-efficient UAV-enabled computation offloading for industrial internet of things: a deep reinforcement learning approach

Wireless Networks ◽

10.1007/s11276-021-02789-7 ◽

2021 ◽

Author(s):

Shuo Shi ◽

Meng Wang ◽

Shushi Gu ◽

Zhong Zheng

Keyword(s):

Reinforcement Learning ◽

Internet Of Things ◽

Energy Efficient ◽

Computation Offloading ◽

Learning Approach ◽

Industrial Internet Of Things ◽

Industrial Internet

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