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논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 발행연도
- 2016.1
- 수록면
- 46 - 53 (8page)
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초록· 키워드
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In mobile communication systems, location management deals with the location determination of users in a network. One of the strategies used in location management is to partition the network into location areas. Each location area consists of a group of cells. The goal of location management is to partition the network into a number of location areas such that the total paging cost and handoff (or update) cost is a minimum. Finding the optimal number of location areas and the corresponding configuration of the partitioned network is a difficult combinatorial optimization problem. This cell grouping problem is to find a compromise between the location update and paging operations such that the cost of mobile terminal location tracking is a minimum in location area wireless network. In fact, this is shown to be an NP-complete problem in an earlier study. In this paper, artificial bee colony (ABC) is developed and proposed to obtain the best/optimal group of cells for location area planning for location management system. The performance of the artificial bee colony (ABC) is better than or similar to those of other population-based algorithms with the advantage of employing fewer control parameters. The important control parameter of ABC is only ‘Limit’ which is the number of trials after which a food source is assumed to be abandoned. Simulation results for 16, 36, and 64 cell grouping problems in wireless network show that the performance of our ABC is better than those alternatives such as ant colony optimization (ACO) and particle swarm optimization (PSO).
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참고문헌 (18)
참고문헌 신청
백동현 / 2007 / 유비쿼터스 환경에서 위치기반서비스의 활용성 연구 / 산업경영시스템학회지 30(3):1~11
Bhattacharjee, P. S. / 2004 / An Approach for Location Area Planning in a Personal Communication Services Network(PCSN) / IEEE Trans, On Wireless Communications 3(4):1176~1187
변지환 / 2012 / 파티클군집최적화 방법을 적용한 위치관리시스템 최적 설계 / 경영과학 29(1):143~152
천수봉 / 2007 / 유비쿼터스 홈 네트워크 주거환경만족도 증진을 위한 구조방정식 모형 연구 / 품질경영학회지 35(4):26~37
Demirkol, I. / 2004 / Location Area Planning and cell-to-switch assignment in cellular networks / IEEE Trans, On Wireless Communications 3(3):880~890
Bhattacharjee, P. S. / 2004 / An Approach for Location Area Planning in a Personal Communication Services Network(PCSN) / IEEE Trans, On Wireless Communications 3(4):1176~1187
변지환 / 2012 / 파티클군집최적화 방법을 적용한 위치관리시스템 최적 설계 / 경영과학 29(1):143~152
천수봉 / 2007 / 유비쿼터스 홈 네트워크 주거환경만족도 증진을 위한 구조방정식 모형 연구 / 품질경영학회지 35(4):26~37
Demirkol, I. / 2004 / Location Area Planning and cell-to-switch assignment in cellular networks / IEEE Trans, On Wireless Communications 3(3):880~890
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