상세정보
학술대회
The Positioning of Base Station in Wireless Communication with Genetic Approach
- 발행일
- 200709
- 출처
- International Conference on Personal Wireless Communications (PWC) 2007, pp.217-229
- 출판사
- IFIP
- 초록
- This paper addresses the displacement of a base station with optimization approach. A genetic algorithm is used as optimization approach. A new representation that describes base station placement, transmitted power with real numbers and new genetic operators is proposed and introduced. In addition, this new representation can describe the number of base stations. For the positioning of the base station, both coverage and economy efficiency factors were considered. Using the weighted objective function, it is possible to specify the location of the base station, the cell coverage and its economy efficiency. The economy efficiency indicates a reduction if the number of base stations for cost effectiveness. To test the proposed algorithm, the proposed algorithm was applied to homogeneous traffic environment. Following this, the proposed algorithm was applied to an inhomogeneous traffic density environment in order to test it in actual conditions. The simulation results show that the algorithm enables the finding of a near optimal solution of base station placement and it determines the efficient number of base stations. Moreover, it can offer a proper solution by adjusting the weighted objective function. © 2007 International Federation for Information Processing.
- KSP 제안 키워드
- Base station placement, Cell Coverage, Cost-effectiveness, Efficiency factors, Genetic Algorithm, Genetic Operators, Genetic approach, International federation, Near optimal solution, Traffic environment, Weighted objective function