Title :
On the interaction of adaptive filtering, identification, and control
Author :
Johnson, C. Richard, Jr.
Author_Institution :
Cornell Univ., Ithica, NY, USA
fDate :
3/1/1995 12:00:00 AM
Abstract :
The aim of the article is to add to the evidence of the need for interaction between the two field of (i) signal processing and (ii) control and estimation. The focus in on the the interaction specialities from (i), i.e., adaptive filtering, and (ii)i.e., adaptive identification and control. For evidence, three basic communication systems applications of adaptive filtering are used to evoke system identification (and adaptive control) style problems amenable to analytical tools. The applications raise a number of unresolved issues that challenge existing theory. The connections drawn to adaptive identification and control problems (and relevant analytical tools) suggest approaches to these challenges
Keywords :
adaptive control; adaptive filters; filtering theory; identification; adaptive control; adaptive filtering; adaptive identification; analytical tools; communication systems; signal processing; system identification; Adaptive control; Adaptive filters; Communication system control; Communication systems; Control systems; Echo cancellers; Finite impulse response filter; Optical filters; Programmable control; System identification;
Journal_Title :
Signal Processing Magazine, IEEE