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https://doi.org/10.1109/ICON.2013.6781944
Title: | A Q-Learning-based Power-Controlled Routing protocol in multihop wireless ad hoc network | Authors: | Wang, K. Chai, T.Y. Wong, W.-C. |
Issue Date: | 2013 | Citation: | Wang, K.,Chai, T.Y.,Wong, W.-C. (2013). A Q-Learning-based Power-Controlled Routing protocol in multihop wireless ad hoc network. IEEE International Conference on Networks, ICON : -. ScholarBank@NUS Repository. https://doi.org/10.1109/ICON.2013.6781944 | Abstract: | In wireless ad hoc networks, power control has great impact on routing since transmission range is directly determined by a node's transmission power. Higher power can give higher connectivity and shorter path. However, larger transmission range causes more interference to nearby neighbors and may further impair overall network performance. We propose a Q-Learning-based Power-Controlled Routing (QLPCR) protocol which makes use of Q learning techniques for routing and power control to optimize delay performance of the whole network. A Markov chain CSMA/CA delay model is used to estimate delay of each link in order to determine the optimal power level for all possible routing options. © 2013 IEEE. | Source Title: | IEEE International Conference on Networks, ICON | URI: | http://scholarbank.nus.edu.sg/handle/10635/83412 | ISBN: | 9781479920846 | ISSN: | 15566463 | DOI: | 10.1109/ICON.2013.6781944 |
Appears in Collections: | Staff Publications |
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