DocumentCode :
566407
Title :
Dynamic channel assignment in TDMA mobile cellular systems using hybrid discrete binary differential evolution algorithm
Author :
Singh, Deepak Kumar ; Srinivas, K. ; Das, D. Bhagwan
Author_Institution :
Dept. of Electr. Eng., Dayalbagh Educ. Inst., Agra, India
fYear :
2012
fDate :
20-23 June 2012
Firstpage :
1
Lastpage :
7
Abstract :
Dynamic Channel Assignment (DCA) assigns the channels to the cells dynamically according to traffic demand, and hence, can provide higher capacity (or lower call blocking probability), fidelity and quality of service than the fixed assignment schemes. The objective of a Channel Assignment Problem (CAP) is to assign appropriate number of required channels to each cell in a way to achieve both efficient frequency spectrum utilization and minimization of interference effects (by satisfying a number of channel reuse constraints). Channel assignment algorithms are formulated as combinatorial optimization problems and are NP-hard. Devising a DCA, that is practical, efficient, and which can generate high quality assignments, is challenging. Though Metaheuristic Search techniques like Evolutionary Algorithms, Differential Evolution, Particle Swarm Optimization prove effective in the solution of Fixed Channel Assignment (FCA) problems but they still require high computational time and therefore may be inefficient for DCA. A number of approaches have been proposed for the solution of DCA problem but the high complexity of these proposed approaches makes them unsuitable/less efficient for practical use. Therefore, this paper presents an effective and efficient Hybrid Discrete Binary Differential Evolution Algorithm (HDB-DE) for the solution of DCA Problem.
Keywords :
cellular radio; channel allocation; combinatorial mathematics; communication complexity; evolutionary computation; probability; quality of service; radio spectrum management; radiofrequency interference; search problems; telecommunication traffic; time division multiple access; CAP; DCA problem; HDB-DE; NP-hard; TDMA mobile cellular system; call blocking probability; channel assignment algorithm; channel assignment problem; channel reuse constraint; combinatorial optimization problem; dynamic channel assignment; frequency spectrum utilization; hybrid discrete binary differential evolution algorithm; interference effect minimization; metaheuristic search technique; quality of service; traffic demand; Algorithm design and analysis; Benchmark testing; Convergence; Equations; Interchannel interference; Vectors; Dynamic Channel Assignment; Mobile Networks; Optimization and Soft Computing;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Information Systems and Technologies (CISTI), 2012 7th Iberian Conference on
Conference_Location :
Madrid
ISSN :
2166-0727
Print_ISBN :
978-1-4673-2843-2
Type :
conf
Filename :
6263173
Link To Document :
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