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High-speed digital signal processing and control

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3 Author(s)
Goodwin, G.C. ; Dept. of Electr. Eng. & Comput. Sci., Newcastle Univ., NSW, Australia ; Middleton, R.H. ; Poor, H.V.

An attempt is made to organize and survey recent work, and to present it in a unified and accessible form. The need for a new approach suitable for high-speed processing is discussed in the context of several applications in control and communications, and a historical perspective of the use of difference operators in numerical analysis is presented. The general systems calculus, based on divided-different operators is introduced to unify the continuous-time and discrete-time systems theories. This calculus is then used as a framework to treat the three problems of system state estimation; system identification and time-series modeling; and control system design. Realization aspects of algorithms based on the difference operator representation, including such issues as coefficient rounding and implementation with standard hardware, are also discussed

Published in:

Proceedings of the IEEE  (Volume:80 ,  Issue: 2 )

Date of Publication:

Feb 1992

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