TY - GEN
T1 - Ameliorated GA approach for base station planning
AU - Wang, Andong
AU - Sun, Hongyue
AU - Wu, Xiaomin
PY - 2011
Y1 - 2011
N2 - In this paper, we aim at locating base station (BS) rationally to satisfy the most customs by using the least BSs. An ameliorated GA is proposed to search for the optimum solution. In the algorithm, we mesh the area to be planned according to least overlap length derived from coverage radius, bring into isometric grid encoding method to represent BS distribution as well as its number and develop select, crossover and mutation operators to serve our unique necessity. We also construct our comprehensive object function after synthesizing coverage ratio, overlap ratio, population and geographical conditions. Finally, after importing an electronic map of the area to be planned, a recommended strategy draft would be exported correspondingly. We eventually import HongKong, China to simulate and yield a satisfactory solution.
AB - In this paper, we aim at locating base station (BS) rationally to satisfy the most customs by using the least BSs. An ameliorated GA is proposed to search for the optimum solution. In the algorithm, we mesh the area to be planned according to least overlap length derived from coverage radius, bring into isometric grid encoding method to represent BS distribution as well as its number and develop select, crossover and mutation operators to serve our unique necessity. We also construct our comprehensive object function after synthesizing coverage ratio, overlap ratio, population and geographical conditions. Finally, after importing an electronic map of the area to be planned, a recommended strategy draft would be exported correspondingly. We eventually import HongKong, China to simulate and yield a satisfactory solution.
KW - BS planning
KW - GA
KW - Isometric grid encoding method
UR - http://www.scopus.com/inward/record.url?scp=80054684950&partnerID=8YFLogxK
U2 - 10.1117/12.913279
DO - 10.1117/12.913279
M3 - Conference contribution
AN - SCOPUS:80054684950
SN - 9780819489326
T3 - Proceedings of SPIE - The International Society for Optical Engineering
BT - International Conference on Graphic and Image Processing, ICGIP 2011
T2 - International Conference on Graphic and Image Processing, ICGIP 2011
Y2 - 1 October 2011 through 2 October 2011
ER -