INFORMATION CHARACTERIZATION OF COMMUNICATION CHANNELS FOR SYSTEM IDENTIFICATION

作     者：Le Yi WANG G. George YIN 

作者机构：Department of Electrical and Computer Engineering Wayne State University Detroit Michigan 48202 USA Department of Mathematics Wayne State University Detroit Michigan 48202 USA 

出 版 物：《Journal of Systems Science & Complexity》 (系统科学与复杂性学报（英文版）)

年 卷 期：2007年第20卷第2期

页      面：251-261页

核心收录：

学科分类：0711[理学-系统科学] 07[理学] 0701[理学-数学] 071102[理学-系统分析与集成] 

基　　金：This research is supported in part by supported in part by the National Science Foundation under ECS-0329597  DMS-0603287  and DMS-0624849 

主　　题：Communication channel efficient estimation system identification 

摘      要：This paper studies identification of systems in which the system output is quantized, transmitted through a digital communication channel, and observed afterwards. The concept of the CR Ratio is introduced to characterize impact of communication channels on identification. The relationship between the CR Ratio and Shannon channel capacity is discussed. Identification algorithms are further developed when the channel error probability is unknown.