On Identification of Linear Systems with Quantized and Intermittent Information

DAMIÁN MARELLI; MINYUE FU

Bruselas

Simposio; IFAC Symposium on System Identification (SYSID); 2012

International Federation of Automatic Control

In this paper, we consider a number of technical problems associated with identifica-tion of linear systems using quantized and intermittent information. More specifically, we studyasymptotic properties for identification of such systems, including strong consistency, asymptoticnormality and asymptotic efficiency, and determine their relationship with quantization errorsand the packet losses. Furthermore, we discuss how to design quantizers to improve theseasymptotic properties. Some open problems will also be proposed.