关键词: 神经网络, 频谱感知, 协作式, 狼群算法

Abstract: This paper presents a cooperative spectrum sensing algorithm based on neural network with wolf pack optimization, and the neural network in this algorithm has the optimal structure. Based on the cooperative spectrum sensing algorithm with self-organizing neural network, this algorithm elaborates the generation of training samples and trained neural network. It also uses the wolf pack optimization method to optimize weight matrix after the training of neural network. The simulation results show that spectrum sensing algorithms based on self-organizing neural network with wolf pack optimization has better performance than the original algorithm.

Key words: neural network, spectrum sensing, cooperative, wolf pack algorithm