Please use this identifier to cite or link to this item: https://doi.org/10.1109/ICSPCS.2013.6723926
Title: An adaptive delay-based power control and routing scheme
Authors: Wang, K.
Wong, W.-C. 
Chai, T.Y.
Issue Date: 2013
Source: Wang, K.,Wong, W.-C.,Chai, T.Y. (2013). An adaptive delay-based power control and routing scheme. 2013, 7th International Conference on Signal Processing and Communication Systems, ICSPCS 2013 - Proceedings : -. ScholarBank@NUS Repository. https://doi.org/10.1109/ICSPCS.2013.6723926
Abstract: In this paper, We propose a Q-learning-based routing scheme embedded with a power-control method to minimize the overall network delay performance. Various problems of applying reinforcement learning method in Mobile Ad hoc Networks (MANETs), such as optimization, the routing-loop problem and the convergence problem, are all addressed accordingly. A power-control scheme which makes use of the on-demand routing information to form an objective function are introduced in order to find an optimal power level that provides a suitable trade-off between transmission range and interference. The impact between power control and routing are also discussed in this paper. Simulations show that our method can achieve better performance under different load and mobility conditions. © 2013 IEEE.
Source Title: 2013, 7th International Conference on Signal Processing and Communication Systems, ICSPCS 2013 - Proceedings
URI: http://scholarbank.nus.edu.sg/handle/10635/83458
ISBN: 9781479913190
DOI: 10.1109/ICSPCS.2013.6723926
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