The Next Generation Heterogeneous Satellite Communication Networks: Integration of Resource Management and Deep Reinforcement Learning

IEEE Wireless Communications ◽

10.1109/mwc.001.1900178 ◽

2020 ◽

Vol 27 (2) ◽

pp. 105-111 ◽

Author(s):

Boyu Deng ◽

Chunxiao Jiang ◽

Haipeng Yao ◽

Song Guo ◽

Shanghong Zhao

Keyword(s):

Reinforcement Learning ◽

Resource Management ◽

Communication Networks ◽

Satellite Communication ◽

Next Generation ◽

Networks Integration

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Multi-Agent Deep Reinforcement Learning for Distributed Resource Management in Wirelessly Powered Communication Networks

IEEE Transactions on Vehicular Technology ◽

10.1109/tvt.2020.3029609 ◽

2020 ◽

Vol 69 (11) ◽

pp. 14055-14060

Author(s):

Sangwon Hwang ◽

Hanjin Kim ◽

Hoon Lee ◽

Inkyu Lee

Keyword(s):

Reinforcement Learning ◽

Resource Management ◽

Communication Networks ◽

Distributed Resource Management ◽

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Radio Resource Management in Future Terrestrial-Satellite Communication Networks

IEEE Wireless Communications ◽

10.1109/mwc.2017.1700043 ◽

2017 ◽

Vol 24 (5) ◽

pp. 81-87 ◽

Author(s):

Linling Kuang ◽

Xi Chen ◽

Chunxiao Jiang ◽

Haijun Zhang ◽

Sheng Wu

Keyword(s):

Resource Management ◽

Communication Networks ◽

Satellite Communication ◽

Radio Resource Management ◽

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An intelligent resource management strategy for the next generation watm personal communication networks

2003 46th Midwest Symposium on Circuits and Systems ◽

10.1109/mwscas.2003.1562236 ◽

2006 ◽

Author(s):

S.A. El-Dolil ◽

M.A. Elnaby

Keyword(s):

Resource Management ◽

Communication Networks ◽

Management Strategy ◽

Personal Communication ◽

Next Generation ◽

Personal Communication Networks

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Non-regenerating processing in next generation satellite communication networks

2012 IEEE 11th International Conference on Signal Processing ◽

10.1109/icosp.2012.6491826 ◽

2012 ◽

Author(s):

B. Tian ◽

D. Sun ◽

Z. Liu ◽

K. Yi

Keyword(s):

Communication Networks ◽

Satellite Communication ◽

Next Generation

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Intelligent Resource Management Based on Reinforcement Learning for Ultra-Reliable and Low-Latency IoV Communication Networks

IEEE Transactions on Vehicular Technology ◽

10.1109/tvt.2018.2890686 ◽

2019 ◽

Vol 68 (5) ◽

pp. 4157-4169 ◽

Author(s):

Helin Yang ◽

Xianzhong Xie ◽

Michel Kadoch

Keyword(s):

Reinforcement Learning ◽

Resource Management ◽

Communication Networks ◽

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Reinforcement Learning Based Signal Quality Aware Handover Scheme for LEO Satellite Communication Networks

Human Centered Computing - Lecture Notes in Computer Science ◽

10.1007/978-3-030-37429-7_5 ◽

2019 ◽

pp. 44-55

Author(s):

Menting Chen ◽

Yong Zhang ◽

YingLei Teng ◽

Baoling Liu ◽

Lili Zhang

Keyword(s):

Reinforcement Learning ◽

Communication Networks ◽

Satellite Communication ◽

Signal Quality ◽

Leo Satellite ◽

Handover Scheme

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Multi-Agent Deep Reinforcement Learning Based Cooperative Edge Caching for Ultra-Dense Next-Generation Networks

IEEE Transactions on Communications ◽

10.1109/tcomm.2020.3044298 ◽

2020 ◽

pp. 1-1

Author(s):

Shuangwu Chen ◽

Zhen Yao ◽

Xiaofeng Jiang ◽

Jian Yang ◽

Lajos Hanzo

Keyword(s):

Reinforcement Learning ◽

Next Generation Networks ◽

Next Generation ◽

Multi Agent ◽

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An Efficient Deep Reinforcement Learning Based Distributed Channel Multiplexing Framework for V2X Communication Networks

2021 IEEE International Conference on Consumer Electronics and Computer Engineering (ICCECE) ◽

10.1109/iccece51280.2021.9342305 ◽

2021 ◽

Author(s):

Run Hu ◽

Xinguo Wang ◽

Yuyuan Su ◽

Bin Yang

Keyword(s):

Reinforcement Learning ◽

Communication Networks

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Secured Scheduling Techniques of Network Resource Management in Vehicular Communication Networks

2021 5th International Conference on Intelligent Computing and Control Systems (ICICCS) ◽

10.1109/iciccs51141.2021.9432278 ◽

2021 ◽

Author(s):

Vartika Agarwal ◽

Sachin Sharma ◽

Gagan Bansal

Keyword(s):

Resource Management ◽

Communication Networks ◽

Vehicular Communication ◽

Network Resource ◽

Network Resource Management ◽

Vehicular Communication Networks

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Adaptive Resource Management Utilizing Reinforcement Learning Technique in Inter-Cloud Environments

IOP Conference Series Materials Science and Engineering ◽

10.1088/1757-899x/1055/1/012124 ◽

2021 ◽

Vol 1055 (1) ◽

pp. 012124

Author(s):

Vadla Pradeep Kumar ◽

Kolla Bhanu Prakash

Keyword(s):

Reinforcement Learning ◽

Resource Management ◽

Adaptive Resource Management ◽

Learning Technique ◽

Cloud Environments ◽

Adaptive Resource

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