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Topics in Non-Gaussian Signal Processing

Topics in Non-Gaussian Signal Processing

Softcover reprint of the original 1st Edition 1989

Paperback (12 Oct 2011)

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Publisher's Synopsis

Non-Gaussian Signal Processing is a child of a technological push. It is evident that we are moving from an era of simple signal processing with relatively primitive electronic cir- cuits to one in which digital processing systems, in a combined hardware-software configura.- tion, are quite capable of implementing advanced mathematical and statistical procedures. Moreover, as these processing techniques become more sophisticated and powerful, the sharper resolution of the resulting system brings into question the classic distributional assumptions of Gaussianity for both noise and signal processes. This in turn opens the door to a fundamental reexamination of structure and inference methods for non-Gaussian sto- chastic processes together with the application of such processes as models in the context of filtering, estimation, detection and signal extraction. Based on the premise that such a fun- damental reexamination was timely, in 1981 the Office of Naval Research initiated a research effort in Non-Gaussian Signal Processing under the Selected Research Opportunities Program.

Book information

ISBN: 9781461388616
Publisher: Springer New York
Imprint: Springer
Pub date:
Edition: Softcover reprint of the original 1st Edition 1989
Language: English
Number of pages: 235
Weight: 388g
Height: 234mm
Width: 156mm
Spine width: 13mm