SHENG Jie, MA Dong. Multi-objective Optimal Based Service Access Control Algorithm for Heterogeneous Wireless Networks[J]. Acta Electronica Sinica, 2016, 44(2): 282-288.
SHENG Jie, MA Dong. Multi-objective Optimal Based Service Access Control Algorithm for Heterogeneous Wireless Networks[J]. Acta Electronica Sinica, 2016, 44(2): 282-288. DOI: 10.3969/j.issn.0372-2112.2016.02.006.
which can be applied to the environment of heterogeneous wireless networks.An optimized multi-objective control model adopting improved membership function is designed
in which the minimum total occupied resources of distribution services
the minimum service blocking rate and the maximum network load balancing degree of each candidate network are taken as objective functions.The objective membership function
composed of gaussian and upper limit functions is used to obscure each objective function
then the fuzzy satisfaction maximum-minimum technique is adopted to reformulated this multi-objective optimization problem into a single objective nonlinear programming problem
and the optimal service access strategy is obtained by genetic algorithm.Simulation results show that the algorithm can guarantee the system resource utilization and the service access reliability
as well as decrease the system call blocking probability compared to the reference algorithms.