Title :
Efficient channel assignment algorithm under cochannel and adjacent channel interference constraint
Author :
Dawood, Adnan ; Oo, M.M. ; Ahmed, Kazi ; Rajatheva, Nandana
Author_Institution :
Telecommun. Program, Asian Inst. of Technol., Pathumthani, Thailand
fDate :
6/22/1905 12:00:00 AM
Abstract :
Channel assignment is the key to spectrum management. In this paper, the channel assignment problem is modeled as a graph coloring formulation. The task of assigning a limited number of channels to transmitters under a set of constraints in an efficient way is an NP-complete optimization problem. We apply a powerful metaheuristic search algorithm, namely a simulated annealing algorithm together with a sequential algorithm, to tackle this type of problem. In order to evaluate the performance of the methodology, the algorithm is tested on a number of benchmark problems and the results are compared with the existing ones for the same set of constraints. It is found that the results obtained by our approach are comparable to those obtained by existing methods
Keywords :
adjacent channel interference; channel allocation; cochannel interference; computational complexity; graph colouring; simulated annealing; NP-complete optimization problem; adjacent channel interference; channel assignment algorithm; cochannel interference; graph coloring formulation; metaheuristic search algorithm; sequential algorithm; simulated annealing algorithm; spectrum management; Computational modeling; Constraint optimization; Electronic mail; Frequency; Interchannel interference; Interference constraints; Radio spectrum management; Radio transmitters; Simulated annealing; Testing;
Conference_Titel :
Personal Wireless Communications, 2000 IEEE International Conference on
Print_ISBN :
0-7803-5893-7
DOI :
10.1109/ICPWC.2000.905851