DocumentCode :
2458544
Title :
Optimal Signal Selection for FIR Matched Filtering in Pole-Only Noise
Author :
Cain, G.D. ; Mughal, M.A. ; Yardim, A.
Author_Institution :
DSP Creations Ltd., Eastcote
fYear :
2006
fDate :
Oct. 29 2006-Nov. 1 2006
Firstpage :
1229
Lastpage :
1236
Abstract :
With duration-limited signals there is the opportunity for perfect matched filtering by a suitable FIR filter whenever the accompanying noise has pole-only coloration. The maximal SNR value obtainable via matched filtering is itself sensitive to the signal pulse shape initially given. In some signaling situations (e.g. radar) we are unilaterally free to choose signal shape, and with this come prospects of further SNR improvement. Four distinct perspectives on optimizing signal selection are pursued, including a new single-frequency toneburst windowing approach that becomes a very good approximation for large signal sizes. Three of the approaches are capable of near-optimal SNR performance, but the whitener eigenvalue method introduced is recommended as the best possible way of selecting signals. Discussion is included of special multi-tonality issues which arise for smaller signals and for multiple maximum whitener eigenvalues.
Keywords :
FIR filters; filtering theory; matched filters; poles and zeros; FIR matched filtering; multi-tonality issues; near-optimal SNR performance; pole-only noise; signal selection; whitener eigenvalue method; Colored noise; Eigenvalues and eigenfunctions; Filtering; Finite impulse response filter; Matched filters; Noise shaping; Pulse shaping methods; Radar; Shape; Signal to noise ratio;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Signals, Systems and Computers, 2006. ACSSC '06. Fortieth Asilomar Conference on
Conference_Location :
Pacific Grove, CA
ISSN :
1058-6393
Print_ISBN :
1-4244-0784-2
Electronic_ISBN :
1058-6393
Type :
conf
DOI :
10.1109/ACSSC.2006.354951
Filename :
4176761
Link To Document :
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