On identification of linear systems with quantized and intermittent information

Title: On identification of linear systems with quantized and intermittent information
Creator: Marelli, Damián; Fu, Minyue
Relation: 16th IFAC Symposium on System Identification. Proceedings of the 16th IFAC Symposium on System Identification [presented in IFAC Proceedings Volumes, Volume 45, Issue 16, July 2012] (Brussels, Belgium 11-13 July, 2012) p. 304-309
Publisher Link: http://dx.doi.org/10.3182/20120711-3-BE-2027.00177
Publisher: International Federation of Automatic Control (IFAC)
Resource Type: conference paper
Date: 2012
Description: In this paper, we consider a number of technical problems associated with identification of linear systems using quantized and intermittent information. More specifically, we study asymptotic properties for identification of such systems, including strong consistency, asymptotic normality and asymptotic efficiency, and determine their relationship with quantization errors and the packet losses. Furthermore, we discuss how to design quantizers to improve these asymptotic properties. Some open problems will also be proposed.
Subject: system identification; quantized signals; quantizer design; communication networks; asymptotic analysis; statistical analysis
Identifier: http://hdl.handle.net/1959.13/1326443
Identifier: uon:25431
Identifier: ISBN:9783902823069
Language: eng
Reviewed

		Thumbnail	File	Description	Size	Format