Power Line Communications Networking Method Based on Hybrid Ant Colony and Genetic Algorithm

• 作者: Huan Jin Qianghui Xiao Xueyi Zhang
• 来源期刊: 工程(英文)(1947-3931)
• 学科: 工学
• 关键词: Power Line Carrier Communication Network Quality of Service Hybrid Ant Colony and Genetic Algorithm
• 年，卷（期）: 2020,（8）
• 页码范围: 581-590
• 页数: 10页
• 分类号: TN9

摘要

When solving the routing problem with traditional ant colony algorithm, there is scarce in initialize pheromone and a slow convergence and stagnation for the complex network topology and the time-varying characteristics of channel in power line carrier communication of low voltage distribution grid. The algorithm is easy to fall into premature and local optimization. Proposed an automatic network algorithm based on improved transmission delay and the load factor as the evaluation factors. With the requirements of QoS, a logical topology of power line communication network is established. By the experiment of MATLAB simulation, verify that the improved Dynamic hybrid ant colony genetic algorithm (DH_ACGA) algorithm has improved the communication performance, which solved the QoS routing problems of power communication to some extent.