DC carrier heterogeneous overlapping clustering network and routing optimization algorithm for zero-carbon buildings

Zhan Shi

doi:10.1117/12.3010563

20 October 2023 DC carrier heterogeneous overlapping clustering network and routing optimization algorithm for zero-carbon buildings

Zhan Shi

Author Affiliations +

Proceedings Volume 12814, Third International Conference on Green Communication, Network, and Internet of Things (CNIoT 2023); 128141F (2023) https://doi.org/10.1117/12.3010563
Event: Third International Conference on Green Communication, Network, and Internet of Things (CNIoT 2023), 2023, Chongqing, China

Abstract

DC carrier communication technology can use the existing DC to perceive the status of electrical equipment and information transmission in a timely manner, and can be used to support massive data transmission in zero-carbon buildings. However, the traditional DC carrier communication has problems such as slow networking speed, low optimization efficiency, and easy to fall into local optimum. This paper proposes a DC carrier routing optimization method based on heterogeneous overlapping clustering networking. Firstly, the heterogeneous overlapping clustering algorithm is used to form a network, and the network nodes are divided into multiple logical layers, and the nodes in the same logical layer are eliminated. The communication between them reduces the number of iterations to search for the optimal path and optimizes the network structure. Secondly, the ant colony algorithm is used for path optimization, and the optimal communication path between the gateway node and any node in the network is established. The simulation results show that, compared with the basic ant colony algorithm and the ant colony algorithm based on clustering spider webs, this method not only greatly improves the convergence speed of the ant colony algorithm, but also optimizes the routing optimization results, which has certain practical significance

(2023) Published by SPIE. Downloading of the abstract is permitted for personal use only.

Citation Download Citation

Zhan Shi "DC carrier heterogeneous overlapping clustering network and routing optimization algorithm for zero-carbon buildings", Proc. SPIE 12814, Third International Conference on Green Communication, Network, and Internet of Things (CNIoT 2023), 128141F (20 October 2023); https://doi.org/10.1117/12.3010563

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