Title :
A Distributed Composite Multiple Criteria Routing Using Distance Vector
Author :
Malakooti, Behnam ; Thomas, Ivan
Author_Institution :
Dept. of Electr. Eng. & Comput. Sci., Case Western Reserve Univ., Cleveland, OH
Abstract :
In this paper, we develop a distributed composite multiple criteria routing approach for wireless networks. Unlike wired networks, wireless network nodes contain limited energy for packet transmission, and link connections are unreliable. This necessitates consideration of other routing metrics in addition to latency to achieve optimal network operations. Current network routing algorithms consider only one criterion (e.g. latency, energy, etc.) as a routing metric. Routing criteria are usually conflicting and competing, i.e. one cannot find a route that minimizes total energy consumption, latency and bit error rate simultaneously. The purpose of this paper is to develop new routing methods that can optimize routing considering multiple criteria simultaneously and find the best compromise solution with respect to the user´s preferences. This paper illustrates one specific multiple criteria decision making (MCDM) method, namely, normalized weighted additive utility function (NWAUF) for solving multiple criteria routing. We first develop a global optimal multiple criteria solution. We then develop a distributed multiple criteria routing. We demonstrate that the distributed multiple criteria routing can obtain the global multiple criteria solution for selected network problems with reasonable computational time. Extensive simulation results are presented
Keywords :
decision making; error statistics; radio networks; telecommunication network routing; bit error rate; distance vector; distributed composite multiple criteria routing; global optimal multiple criteria solution; multiple criteria decision making method; network problems; network routing algorithms; normalized weighted additive utility function; optimal network operations; packet transmission; routing metrics; total energy consumption; unreliable link connections; wireless networks; Bit error rate; Computational modeling; Computer networks; Decision making; Delay; Distributed computing; Energy consumption; Optimization methods; Routing; Wireless networks; Multiple Criteria Decision Making; Multiple Criteria Routing Algorithm; Routing Protocols; Weighted Normalized Addictive Utility Function;
Conference_Titel :
Networking, Sensing and Control, 2006. ICNSC '06. Proceedings of the 2006 IEEE International Conference on
Conference_Location :
Ft. Lauderdale, FL
Print_ISBN :
1-4244-0065-1
DOI :
10.1109/ICNSC.2006.1673115