Title :
Subband coding for fast controller implementation: the general case
Author_Institution :
Dept. of Electr. & Comput. Eng., Iowa Univ., Iowa City, IA, USA
Abstract :
This paper deals with a new wavelet packet based design methodology for efficient implementation of digital controllers that operate at very high sampling rates, but for reasons of compactness are fabricated on VLSI chips with limited surface area. The original problem was given previously by the author (2000). He argues that this brings about a fundamental tradeoff between sampling speed, accuracy due to signal quantization, and the chip area. Here he reconciles this tradeoff by using multirate subband coding techniques that exploit spectral disparities in the closed loop signals. A precise optimization problem. was formulated in the previous paper, but only a very restrictive solution given. In this paper he provides a more general solution to the problem
Keywords :
MIMO systems; closed loop systems; digital control; discrete time systems; encoding; optimisation; quantisation (signal); spectral analysis; MIMO systems; closed loop systems; digital controllers; discrete time systems; optimization; sampling; signal quantization; spectral disparities; subband coding; wavelet packet; Bandwidth; Computer aided software engineering; Energy resolution; Frequency; Laser stability; Sampling methods; Signal resolution; Signal sampling; Tires; Very large scale integration;
Conference_Titel :
Decision and Control, 2001. Proceedings of the 40th IEEE Conference on
Conference_Location :
Orlando, FL
Print_ISBN :
0-7803-7061-9
DOI :
10.1109/.2001.980967