Title :
Error modeling and reduction of inverse LPTV systems
Author :
Chen, Xiaofang ; Zhang, Cishen ; Zhang, Jingxin
Author_Institution :
Sch. of Electr. & Electron. Eng., Nanyang Technol. Univ., Singapore, Singapore
Abstract :
In this paper, we study the system error of an inverse LPTV system, which is the difference between the reconstructed input sequence and the actual input sequence. The inverse LPTV system is computed by outer-inner factorization approach, and is realized mixed causal-anticausally. It is shown that the system error is exponential stable and can be modeled. By appending a number of zeros before and after the actual input sequence, a number of redundant system errors are introduced. The actual system error can be reduced by discarding the redundant errors.
Keywords :
filtering theory; matrix decomposition; time-varying filters; error modeling; exponential stability; inverse LPTV system; linear periodic time-varying filter; mixed causal-anticausally; outer-inner factorization approach; redundant system error; Computational modeling; Conferences; Industrial electronics; Linear systems; Mathematical model; Time varying systems; Upper bound;
Conference_Titel :
Industrial Electronics and Applications (ICIEA), 2011 6th IEEE Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-8754-7
Electronic_ISBN :
pending
DOI :
10.1109/ICIEA.2011.5975936