Download e-book for iPad: Information Loss in Deterministic Signal Processing Systems by Bernhard C. Geiger,Gernot Kubin

By Bernhard C. Geiger,Gernot Kubin

This publication introduces readers to crucial instruments for the size and research of knowledge loss in sign processing structures. using a brand new information-theoretic structures thought, the booklet analyzes numerous platforms within the sign processing engineer’s toolbox: polynomials, quantizers, rectifiers, linear filters with and with out quantization results, central parts research, multirate platforms, and so forth. The person advantage of sign processing is extra highlighted with the concept that of correct details loss. sign or facts processing operates at the actual illustration of data in order that clients can simply entry and extract that info. even if, a primary theorem in info theory—data processing inequality—states that deterministic processing continually includes details loss. 
These measures shape the root of a brand new information-theoretic platforms thought, which enhances the at the moment winning ways in response to second-order

information, equivalent to the mean-squared blunders or blunders strength. This conception not just presents a deeper figuring out but in addition extends the layout area for the utilized engineer with quite a lot of equipment rooted in details concept, including to present tools in accordance with strength or quadratic representations.

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Information Loss in Deterministic Signal Processing Systems (Understanding Complex Systems) by Bernhard C. Geiger,Gernot Kubin

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