Frequency Allocation with Artificial Neural Networks in Cognitive Radio System

摘要：

　　Cognitive radio is based on the thought of adaptive frequency allocation.It solves the problems of spectrum lack and spectrum inefficiency in current communication networks.In this paper, we propose a solution using Artificial Neural Networks (ANNs) to replace a complicated frequency allocation system in the cognitive radio.The solution will make sure that the frequency allocation working well in an easier system and with less waste of resource.We present the analysis of multi-user with different weights and single user with different time.Simulation result which fits the theoretical analysis is given in the paper.

关键词： frequency allocation Artificial Neural Networks cognitive radio

作者: HUANG Hao-qin TAN Xue-zhi MA Lin

作者单位: Harbin Institute of Technology, Communication Research Centre, Harbin Heilongjiang,150080, China;Science and Technology on Information Transmission and Dissemination in Communication Networks Laboratory, shijiazhuang Hebei 050081, China

会议类型: 国内会议

会议名称: 第二十八届全国通信与信息技术学术年会

会议地点: 南宁

会议语种:英文

页码: 199-204

在线出版日期: 2013-10-01（万方平台首次上网日期，不代表论文的发表时间）