DocumentCode :
582488
Title :
A distributed fuzzy control strategy for simultaneous resource allocation and routing in TDMA node-based wireless data networks
Author :
Baromand, S. ; Nekoui, M.A.
Author_Institution :
Dept. of Electr. Eng., K.N. Toosi Univ. of Technol., Tehran, Iran
fYear :
2012
fDate :
25-27 July 2012
Firstpage :
5470
Lastpage :
5475
Abstract :
The resource allocation problem and routing problem are coupled through link capacities, so the overall optimal performance of the network and resource usage of the wireless network can be improved by simultaneous optimization of routing and resource allocation. In this paper, it has been focused on the so-called node-based wireless data networks in which each node with fixed set of resources will be allocated to its incoming and outgoing links. To design decentralized controllers, each node of the network is considered as a local subsystem, and the Markovian jump linear system framework is presented in order to develop queuing dynamics in each nodes. Also the resulting queuing dynamic schemes will be shown to formally achieve the desired routing specifications and requirements of Gaussian channels with TDMA. Using fuzzy decision rules in the proposed H∞ controller strategy, we try to improve the network performance criteria and avoid packet loss in the network.
Keywords :
Gaussian channels; H control; Markov processes; control system synthesis; data communication; distributed control; fuzzy control; fuzzy set theory; queueing theory; radio networks; resource allocation; time division multiple access; Gaussian channel; H∞ controller strategy; Markovian jump linear system framework; TDMA node-based wireless data networks; decentralized controller design; distributed fuzzy control strategy; fuzzy decision rule; link capacity; network performance criteria; packet loss; queuing dynamics; resource allocation; resource routing; time-division multiple access; wireless network performance; wireless network resource usage; Data models; Optimization; Resource management; Routing; Time division multiple access; Wireless networks; Decentralized Markovian Jump controller; Fuzzy controller; Gaussian channels with TDMA; Node-based wireless data networks; Simultaneous routing and resource allocation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Control Conference (CCC), 2012 31st Chinese
Conference_Location :
Hefei
ISSN :
1934-1768
Print_ISBN :
978-1-4673-2581-3
Type :
conf
Filename :
6390895
Link To Document :
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