Channel allocation optimization in wireless Mesh networks based on improved sparrow search algorithm
When considering the constraints of the network channel allocation optimization model in the article,due to the lack of constraints on resource allocation fairness,the utilization rate of channels after channel allocation is low,and the optimization effect is limited.Therefore,the article proposes a wireless mesh network channel allocation optimization based on the improved sparrow search algorithm.The article uses a mathematical model to describe the channel allocation problem in networks,constructs a channel allocation model,and combines the structure and characteristics of Mesh networks to design constraint conditions,including network connectivity constraints,channel capacity constraints,and resource allocation fairness constraints.The article optimizes the sparrow search algorithm by introducing new search strategies and local optimization mechanisms,and implements model solving to obtain the optimal channel allocation scheme.The experimental results show that under the application of research methods,the utilization rate of Mesh network channels has been greatly improved.