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Abstract

In a cellular network, the channel borrowing/locking problem is of NP-hard type. Many heuristic methods are proposed for its solution. In this network, the call-arrival rate, the call duration and the communication overhead between the base stations and the control center are vague and uncertain. Therefore, in this paper, we propose a new efficient dynamic-channel borrowing for load balancing in distributed cellular networks based on the intelligent controllers based the integrated system for GA- FL-NN technologies is presented to maximize the number of served calls in distributed wireless cellular networks. The proposed scheme exhibits better learning abilities, optimization abilities, robustness, and fault-tolerant capability thus yielding a better performance than other algorithms. The results demonstrate that our algorithm has lower new call blocking rate, lower handoff dropping rate, less update overhead, and shorter channel acquisition delay.



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Article Details

Issue: Vol 13 No 2 (2010)
Page No.: 81-92
Published: Jun 30, 2010
Section: Engineering and Technology - Research article
DOI: https://doi.org/10.32508/stdj.v13i2.2120

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Creative Commons License

Copyright: The Authors. This is an open access article distributed under the terms of the Creative Commons Attribution License CC-BY 4.0., which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.

 How to Cite
Ha, D., & Nguyen, Q. (2010). THE METHOD FOR INTELLIGENT FREQUENCY CHANNEL BORROWING IN CELLULAR MOBILE NETWORK BASED THE FLC-NN INTEGRATED SYSTEM. Science and Technology Development Journal, 13(2), 81-92. https://doi.org/https://doi.org/10.32508/stdj.v13i2.2120

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