Adaptive Resource Allocation Based on Improved NSGA-II for Power-line Communication Systems
电子学报2010年38卷第6期 页码:1305-1310
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中图分类号:TN911TM73
纸质出版:2010
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FONT face, Verdana, 徐志强, 等. 电力线通信系统中基于改进NSGA-II的自适应资源分配[J]. 电子学报, 2010,38(6):1305-1310.
FONT face, Verdana, XU Zhi-qiang, et al. Adaptive Resource Allocation Based on Improved NSGA-II for Power-line Communication Systems[J]. Acta Electronica Sinica, 2010, 38(6): 1305-1310.
FONT face, Verdana, 徐志强, 等. 电力线通信系统中基于改进NSGA-II的自适应资源分配[J]. 电子学报, 2010,38(6):1305-1310.DOI:
FONT face, Verdana, XU Zhi-qiang, et al. Adaptive Resource Allocation Based on Improved NSGA-II for Power-line Communication Systems[J]. Acta Electronica Sinica, 2010, 38(6): 1305-1310.DOI:
<FONT face=Verdana>The adaptive resource allocation’s multilayer multiobjective model for multiuser multiserver power-line communication systems is analyzed with the various restrictions. Based on the fast nondominated sorting genetic algorithm II
an improved resource allocation genetic algorithm with rate or power adaptation for single and multiple objective optimization is proposed
which firstly assigns resource for RT user by using the improved multiple objective genetic algorithm so as to obtain all Pareto nondominated solutions
secondly computes the system’s remainder resource for every Pareto solution and assigns them for NRT user by using the improved single objective genetic algorithm
lastly searches the global optimal scheme from all resource allocation schemes. The algorithm is tested in the typical power-line channel environment and the simulation results indicate that it has better performances and satisfies betterly the multiple aims of multiuser resource allocation.