Reinforcement learning for cooperative sensing gain in cognitive radio ad hoc networks

Wireless Networks ◽

10.1007/s11276-012-0530-4 ◽

2012 ◽

Vol 19 (6) ◽

pp. 1237-1250 ◽

Author(s):

Brandon F. Lo ◽

Ian F. Akyildiz

Keyword(s):

Reinforcement Learning ◽

Cognitive Radio ◽

Ad Hoc Networks ◽

Ad Hoc ◽

Cooperative Sensing ◽

Download Full-text

Reinforcement learning-based cooperative sensing in cognitive radio ad hoc networks

21st Annual IEEE International Symposium on Personal, Indoor and Mobile Radio Communications ◽

10.1109/pimrc.2010.5671686 ◽

2010 ◽

Author(s):

Brandon F. Lo ◽

Ian F. Akyildiz

Keyword(s):

Reinforcement Learning ◽

Cognitive Radio ◽

Ad Hoc Networks ◽

Ad Hoc ◽

Cooperative Sensing ◽

Download Full-text

Spectrum Section Preallocation for Cooperative Sensing and Transmission in Cognitive Radio Ad Hoc Networks

IEEE Transactions on Vehicular Technology ◽

10.1109/tvt.2017.2700200 ◽

2017 ◽

Vol 66 (10) ◽

pp. 8910-8925 ◽

Author(s):

Yean-Fu Wen ◽

Wanjiun Liao

Keyword(s):

Cognitive Radio ◽

Ad Hoc Networks ◽

Ad Hoc ◽

Cooperative Sensing ◽

Download Full-text

Partial gradient based cooperative sensing in distributed cognitive radio ad-hoc networks

2014 IEEE Workshop on Advanced Research and Technology in Industry Applications (WARTIA) ◽

10.1109/wartia.2014.6976511 ◽

2014 ◽

Author(s):

Lixin Hao ◽

Liang Tang ◽

Kai Yu ◽

Zhiyong Bu

Keyword(s):

Cognitive Radio ◽

Ad Hoc Networks ◽

Ad Hoc ◽

Cooperative Sensing ◽

Gradient Based ◽

Download Full-text

A reinforcement learning-based routing scheme for cognitive radio ad hoc networks

2014 7th IFIP Wireless and Mobile Networking Conference (WMNC) ◽

10.1109/wmnc.2014.6878881 ◽

2014 ◽

Author(s):

Hasan A. A. Al-Rawi ◽

Kok-Lim Alvin Yau ◽

Hafizal Mohamad ◽

Nordin Ramli ◽

Wahidah Hashim

Keyword(s):

Reinforcement Learning ◽

Cognitive Radio ◽

Ad Hoc Networks ◽

Ad Hoc ◽

Routing Scheme ◽

Download Full-text

Cooperative Sensing in Cognitive Radio Ad Hoc Networks

ICC 2019 - 2019 IEEE International Conference on Communications (ICC) ◽

10.1109/icc.2019.8761461 ◽

2019 ◽

Author(s):

Ziling Wei ◽

Baokang Zhao ◽

Jinshu Su

Keyword(s):

Cognitive Radio ◽

Ad Hoc Networks ◽

Ad Hoc ◽

Cooperative Sensing ◽

Download Full-text

A Survey and Performance Evaluation of Reinforcement Learning Based Spectrum Aware Routing in Cognitive Radio Ad Hoc Networks

International Journal of Wireless Information Networks ◽

10.1007/s10776-019-00463-6 ◽

2019 ◽

Vol 27 (1) ◽

pp. 144-163 ◽

Author(s):

Rashmi Naveen Raj ◽

Ashalatha Nayak ◽

M. Sathish Kumar

Keyword(s):

Performance Evaluation ◽

Reinforcement Learning ◽

Cognitive Radio ◽

Ad Hoc Networks ◽

Ad Hoc ◽

And Performance ◽

Download Full-text

Effect of reinforcement learning on routing of cognitive radio ad-hoc networks

2015 International Symposium on Mathematical Sciences and Computing Research (iSMSC) ◽

10.1109/ismsc.2015.7594025 ◽

2015 ◽

Author(s):

Tauqeer Safdar ◽

Halabi B. Hasbulah ◽

Maaz Rehan

Keyword(s):

Reinforcement Learning ◽

Cognitive Radio ◽

Ad Hoc Networks ◽

Ad Hoc ◽

Download Full-text

Reinforcement learning-based dynamic band and channel selection in cognitive radio ad-hoc networks

EURASIP Journal on Wireless Communications and Networking ◽

10.1186/s13638-019-1433-1 ◽

2019 ◽

Vol 2019 (1) ◽

Author(s):

Sung-Jeen Jang ◽

Chul-Hee Han ◽

Kwang-Eog Lee ◽

Sang-Jo Yoo

Keyword(s):

Reinforcement Learning ◽

Cognitive Radio ◽

Ad Hoc Networks ◽

Ad Hoc ◽

Channel Selection ◽

Download Full-text

Cooperative sensing with adaptive sensing ranges in cognitive radio ad-hoc networks

Proceedings of the 5th International ICST Conference on Cognitive Radio Oriented Wireless Networks and Communications ◽

10.4108/icst.crowncom2010.9175 ◽

2010 ◽

Author(s):

Jongwon Shim ◽

Qi Cheng ◽

Venkatesh Sarangan

Keyword(s):

Cognitive Radio ◽

Ad Hoc Networks ◽

Ad Hoc ◽

Cooperative Sensing ◽

Adaptive Sensing ◽

Download Full-text

DQR: A Deep Reinforcement Learning-based QoS Routing Protocol in Cognitive Radio Mobile Ad Hoc Networks

2021 International Conference on Electronics, Information, and Communication (ICEIC) ◽

10.1109/iceic51217.2021.9369756 ◽

2021 ◽

Author(s):

Thong Nhat Tran ◽

Toan-Van Nguyen ◽

Kyusung Shim ◽

Beongku An

Keyword(s):

Reinforcement Learning ◽

Cognitive Radio ◽

Ad Hoc Networks ◽

Mobile Ad Hoc Networks ◽

Routing Protocol ◽

Ad Hoc ◽

Qos Routing ◽

Mobile Ad Hoc ◽

Download Full-text