AN OPTIMIZATION OF CUSTOMER BANDWIDTH ASSIGNMENT WITH GROUND SEGMENT CONSIDERATION FOR INVESTMENT EFFICIENCY USING GENETIC ALGORITHM
Investment of communication satellite consists of two segments, i.e., space segment and ground segment. Currently, the investments are not managed efficiently due to lack of strategy in assigning the customer bandwidth. In fact, an optimization of the customer bandwidth assignment can save telecommunication investment resources, especially transponder bandwidth, transponder power, and ground segment. Many works have been performed to optimize both transponder power and transponder bandwidth investment. However, there is no effort has been devoted to optimize ground segment resources. As result, the optimization is not comprehensive. Indeed, identification on the ground segment resource is still performed manually that causes increasing overhead of investments. This research addresses the above issues by proposing new schemes to solve the problems. It introduces a comprehensive method for customer bandwidth assignment and automation of ground segment identification, especially up converter and down converter. The proposed schemes for customer bandwidth assignment and automation ground segment investment use genetic algorithm with modification in objective function. Financial efficient matrix is used for evaluating the performance of the proposed schemes. The experimental result shows that the proposed schemes have a good performance when the number of individuals is 1000, the number of generation is 10, the probability of crossover is 0.8, the probability of mutation is 0.5, the mutation strategy is using uniform strategy, and parent selection method is roulette wheel. The amount of saving in terms of ground segment investment is over than USD 500,000. It is achieved when all the existing carriers are simultaneously reorganized or migrated from existing satellites to new satellites.
bandwidth assignment, space segment investment, ground segment investment, genetic algorithm.