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Joint queue-perturbed and weakly-coupled power control for wireless backbone networks

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dc.contributor.author Olwal, TO
dc.contributor.author Djouani, K
dc.contributor.author Kogeda, OP
dc.contributor.author Van Wyk, BJ
dc.date.accessioned 2012-10-24T12:27:43Z
dc.date.available 2012-10-24T12:27:43Z
dc.date.issued 2012-09
dc.identifier.citation Olwal, TO, Djouani, K, Kogeda, OP and Van Wyk, BJ. Joint queue-perturbed and weakly-coupled power control for wireless backbone networks. International Journal of Applied Mathematics and Computer Science, vol. 22(3), pp. 749-764 en_US
dc.identifier.issn 1641-876X
dc.identifier.uri http://www.amcs.uz.zgora.pl/?action=paper&paper=647
dc.identifier.uri http://www.degruyter.com/view/j/amcs.2012.22.issue-3/v10006-012-0056-z/v10006-012-0056-z.xml
dc.identifier.uri http://hdl.handle.net/10204/6215
dc.description Copyright: 2012 AMCS en_US
dc.description.abstract Wireless Backbone Networks (WBNs) equipped with Multi-Radio Multi-Channel (MRMC) configurations do experience power control problems such as inter-channel and co-channel interference, high energy consumption at the multiple queues and unscalable network connectivity. Such network problems can conviniently be modelled using the theory of queue perturbation at the multiple queue systems and also as weak coupling at the multiple channel wireless network. Consequently, this paper proposes a queue perturbation and weakly-coupled based power control approach for the WBNs. The ultimate objectives are to increase energy-efficiency and the overal network capacity. In order to achieve these objectives, a Markov chain model is first presented to describe the behaviour of the steady state probability distribution of the queue energy and buffer states. The singular perturbation parameter is approximated from the coefficients of Taylor series expansion of the probability distribution. The impact of such queue perturbations on the transmission probability, given some transmission power values, is also analysed. Second, the inter-channel interference is modelled as a weakly-coupled wireless system. Third, Nash differential games are applied to derive optimal power control signals for each user subject to the power constraints at each node. Finally, analytical models and numerical examples show the efficacy of the proposed model in solving power control problems in WBNs. en_US
dc.language.iso en en_US
dc.publisher De Gruyter en_US
dc.relation.ispartofseries Workflow;9552
dc.subject Decentralized power control en_US
dc.subject Singular perturbation theory en_US
dc.subject Weak coupling theory en_US
dc.subject Wireless backbone networks en_US
dc.subject Optimal control theory en_US
dc.title Joint queue-perturbed and weakly-coupled power control for wireless backbone networks en_US
dc.type Conference Presentation en_US
dc.identifier.apacitation Olwal, T., Djouani, K., Kogeda, O., & Van Wyk, B. (2012). Joint queue-perturbed and weakly-coupled power control for wireless backbone networks. De Gruyter. http://hdl.handle.net/10204/6215 en_ZA
dc.identifier.chicagocitation Olwal, TO, K Djouani, OP Kogeda, and BJ Van Wyk. "Joint queue-perturbed and weakly-coupled power control for wireless backbone networks." (2012): http://hdl.handle.net/10204/6215 en_ZA
dc.identifier.vancouvercitation Olwal T, Djouani K, Kogeda O, Van Wyk B, Joint queue-perturbed and weakly-coupled power control for wireless backbone networks; De Gruyter; 2012. http://hdl.handle.net/10204/6215 . en_ZA
dc.identifier.ris TY - Conference Presentation AU - Olwal, TO AU - Djouani, K AU - Kogeda, OP AU - Van Wyk, BJ AB - Wireless Backbone Networks (WBNs) equipped with Multi-Radio Multi-Channel (MRMC) configurations do experience power control problems such as inter-channel and co-channel interference, high energy consumption at the multiple queues and unscalable network connectivity. Such network problems can conviniently be modelled using the theory of queue perturbation at the multiple queue systems and also as weak coupling at the multiple channel wireless network. Consequently, this paper proposes a queue perturbation and weakly-coupled based power control approach for the WBNs. The ultimate objectives are to increase energy-efficiency and the overal network capacity. In order to achieve these objectives, a Markov chain model is first presented to describe the behaviour of the steady state probability distribution of the queue energy and buffer states. The singular perturbation parameter is approximated from the coefficients of Taylor series expansion of the probability distribution. The impact of such queue perturbations on the transmission probability, given some transmission power values, is also analysed. Second, the inter-channel interference is modelled as a weakly-coupled wireless system. Third, Nash differential games are applied to derive optimal power control signals for each user subject to the power constraints at each node. Finally, analytical models and numerical examples show the efficacy of the proposed model in solving power control problems in WBNs. DA - 2012-09 DB - ResearchSpace DP - CSIR KW - Decentralized power control KW - Singular perturbation theory KW - Weak coupling theory KW - Wireless backbone networks KW - Optimal control theory LK - https://researchspace.csir.co.za PY - 2012 SM - 1641-876X T1 - Joint queue-perturbed and weakly-coupled power control for wireless backbone networks TI - Joint queue-perturbed and weakly-coupled power control for wireless backbone networks UR - http://hdl.handle.net/10204/6215 ER - en_ZA


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