Title :
Solving 55-cell benchmark frequency assignment problem by novel nature inspired algorithm
Author :
Buttar, Avtar Singh ; Goel, Ashok Kumar ; Kumar, Sudhakar
Abstract :
The Frequency Assignment Problem is assignment of frequencies or channels to establish link between base station and mobile transmitter in cellular system. To avoid interference, minimum separation between assigned frequencies is required. This problem is NP-hard. Due to limited availability of spectrum and reuse of same frequencies at different geographical locations, an excellent assignment is to be done, which must satisfy electromagnetic constraints with respect to demand in each cell. This paper presents a novel DGWCHD algorithm for frequency assignment problem in cellular radio networks. The objective is to assign the frequency satisfying electromagnetic constraints for given demand with minimum use of frequency bandwidth. The proposed algorithm is based on real wild animal´s using intelligent strategies during chasing and hunting their prey, such dogs as agents, implemented on Chakaborty´s benchmark problem constructed the 55-Cell FAP problems using other benchmark problems. The DGWCHD algorithm has been used for call ordering and FEA strategy for assignment. The performance of the proposed DGWCHD algorithm has been compared with other techniques. The results obtained are very optimistic and encouraging.
Keywords :
cellular radio; combinatorial mathematics; frequency allocation; optimisation; swarm intelligence; telecommunication computing; Chakaborty´s benchmark problem; FAP problems; FEA strategy; NP-hard; base station; call ordering; cellular radio networks; cellular system; frequency assignment problem; frequency bandwidth; frequency satisfying electromagnetic constraints; intelligent strategies; interference; limited spectrum availability; mobile transmitter; natured inspired algorithm; novel DGWCHD algorithm; Algorithm design and analysis; Benchmark testing; Channel allocation; Dogs; Land mobile radio cellular systems; Signal processing; Signal processing algorithms; Dog Group Wild Chase and Hunt Drive (DGWCHD); chasing & hunting; combinatorial optimization; computational intelligence; frequency assignment problem optimization;
Conference_Titel :
Signal Processing and Integrated Networks (SPIN), 2014 International Conference on
Conference_Location :
Noida
Print_ISBN :
978-1-4799-2865-1
DOI :
10.1109/SPIN.2014.6776988