Research on Wireless Self-organizing Network Service Topology-link Optimization Method for Power Cable Channels Considering Flow Equalization

–In view of the problem of low reliability service data transmission caused by traffic congestion of power cable channel in the service links of wireless network, this paper proposed a wireless self-organizing network (WSON)service topology-link optimization method for power cable channels considering flow equalization. Firstly, the SA-LSTM network model structure for the WSON is constructed to predict the service traffic of WSON path forwarding nodes. Secondly, the proposed optimization method of power cable channel wireless self-organized network is described in details, which adopts the principle of service transmission delay and forwarding traffic, and considers the SA-LSTM prediction traffic results to realize the optimization of WSON data communication link. Finally, the effectiveness of the proposed method is verified by experiments. Compared with the comparative method, the proposed method can effectively select the low flow link as the service forwarding path through traffic prediction, which can avoid the traffic congestion of WSON network for improving the data transmission reliability of power cable channel WSON network.