Adaptive IA-TCNN Multiuser Detector Based on Simulated Annealing of Optimization

摘要：

In this paper, the action of annealing function in optimal process was researched. The sensibility of self-feedback connection weights was analyzed. The multiuser adaptive detector IA-TCNN based on simulated annealing of optimization is proposed. A new simulated annealing transiently chaotic network was applied to the CDMA multiuser detection technique. The IA-TCNN has powerful capability to escape from into the local minima. The simulation results show that the adaptive IA-TCNN multiuser detector based on simulated annealing is more effective than the existing neural network multiuser detectors.

关键词： Multiuser Detector Chaotic Neural Network Simulated Annealing of Optimization

作者: Li Yanping Zong Hengshan Meng Deqian Chang Xiaotning

作者单位: College of Information Engineering Taiyuan University of Technology Shanxi Province, China

会议类型: 国际会议

会议名称: 2010 Second Asia-Pacific Conference on Information Processing(2010年第二届亚太地区信息处理国际会议 APCIP 2010)

会议地点: 南昌

会议语种:英文

页码: 174-177

在线出版日期: 2010-09-17（万方平台首次上网日期，不代表论文的发表时间）