Title :
Application of Artificial Neural Network in Cellular Handoff Management
Author :
Bhattacharya, P.P.
Author_Institution :
Dr. B.C. Roy Eng. Coll., Durgapur
Abstract :
An Artificial neural network based handoff algorithm is proposed and its performance is studied in this paper. Handoff decisions are normally signal strength based and recently many artificial intelligent techniques are used such as Fuzzy Logic, Artificial Neural Network (ANN) etc. In this paper, ANN is used for taking fast and accurate handoff decision. The algorithm is proposed, tested and found to give excellent results.
Keywords :
cellular radio; computer network management; fuzzy logic; neural nets; artificial intelligent techniques; artificial neural network; cellular handoff management; fuzzy logic; handoff algorithm; Artificial neural networks; Backpropagation algorithms; Base stations; Cellular networks; Computational intelligence; Computer network management; Hysteresis; Iterative algorithms; Neural networks; Telecommunication traffic;
Conference_Titel :
Conference on Computational Intelligence and Multimedia Applications, 2007. International Conference on
Conference_Location :
Sivakasi, Tamil Nadu
Print_ISBN :
0-7695-3050-8
DOI :
10.1109/ICCIMA.2007.252
