Multi-ant Colony Based QoS Networking Algorithm for Hybrid Power Line and Wireless Communication Networks

• Published in: 2023 5th International Conference on Electronic Engineering and Informatics (EEI) pp. 376 - 380
• Main Authors: Long, Bo, Du, Fei, Zhao, Xiongwen, Bai, Wei
• Format: Conference Proceeding
• Language: English
• Published: IEEE 30.06.2023
• Subjects: Hybrid power systems; Internet of Things; multiple ant colony algorithm; Network topology; power line communication; Power line communications; QoS constraint; Quality of service; Topology; Wireless communication
• DOI: 10.1109/EEI59236.2023.10212589

The hybrid wireless and power line communication (PLC) technology greatly improves the reliability of Power Internet of Things network (IoT) and the access ability of the terminals. However, with the development of Power IoT, the topology structure of the network becomes exceedingly complex, and the difficulty of networking is also gradually increasing. To address this issue, this paper proposes a multi-ant colony (MACS) based QoS networking algorithm for hybrid PLC and wireless communication networks. Considering the network QoS parameters and service demands, the networking algorithm constructs the fitness function to evaluate the quality of communication transmission paths, and the MACS algorithm is employed to establish the optimal relay route to complete networking. Numerical results prove that the MACS algorithm has a superior ability to jump out of local optimum than the traditional improved ant colony system (IACS) algorithm. Moreover, our proposed algorithm can construct the optimal relay route under corresponding constraints and demands according to different types of services.