DocumentCode
3479609
Title
Channel assignment optimisation using a hyper-heuristic
Author
Kendall, Graham ; Mohamad, M.
Author_Institution
Sch. of Comput. Sci. & IT, Nottingham Univ.
Volume
2
fYear
2004
fDate
1-3 Dec. 2004
Firstpage
791
Lastpage
796
Abstract
The channel assignment problem is a real world problem from the mobile communications industry. The primary objective is to find the minimum frequency bandwidth given different traffic demand distribution within the mobile network, besides fulfilling the channel demand requirement, we must also consider the minimum channel reuse distance in order to avoid the effect of call interference within the same cell or adjacent cells. Previous approaches have used graph-colouring algorithms, heuristic search, neural networks, simulated annealing and genetic algorithms (CA). In this paper, we propose a hyper-heuristic methodology and compare our approach against channel assignment problems from the literature
Keywords
channel allocation; frequency allocation; mobile communication; optimisation; telecommunication traffic; adaptive heuristic search; call interference; channel assignment optimization; channel reuse distance; hyperheuristic methodology; minimum frequency bandwidth; mobile communication; mobile network; traffic demand distribution; Bandwidth; Communication industry; Frequency; Heuristic algorithms; Interference; Mobile communication; Neural networks; Simulated annealing; Telecommunication traffic; Traffic control;
fLanguage
English
Publisher
ieee
Conference_Titel
Cybernetics and Intelligent Systems, 2004 IEEE Conference on
Conference_Location
Singapore
Print_ISBN
0-7803-8643-4
Type
conf
DOI
10.1109/ICCIS.2004.1460689
Filename
1460689
Link To Document