DocumentCode :
921755
Title :
Averaging logarithms for detection and estimation (Corresp.)
Author :
Ricker, George G. ; Williams, Jack R.
Volume :
20
Issue :
3
fYear :
1974
fDate :
5/1/1974 12:00:00 AM
Firstpage :
378
Lastpage :
382
Abstract :
In a number of applications in signal processing it is desirable to estimate the logarithm of the average of noisy physical measurements by averaging M independent logarithms of the measurements. Only a modest number of bits are necessary in the logarithmic averaging process, which is used in logarithmic radar receivers to improve the effective dynamic range where post-detection averaging occurs, and in ensemble averaging spectral coefficients prior to the detection decision. A knowledge of the estimation error and of the detectability loss becomes important in these applications. This correspondence extends and generalizes Green\´s work in detection using averaged logarithms and presents an averaging loss methodology for continuous M . It gives numerical detectability loss results for a representative detection criterion. It contains further results on estimation accuracy attainable from summed logarithms, including numerical results for estimation error as a function of M and SNR.
Keywords :
Parameter estimation; Radar detection; Signal detection; Estimation error; Fluctuations; Gaussian noise; H infinity control; Optical receivers; Optical signal processing; Quantum mechanics; Radar detection; Signal detection; Signal to noise ratio;
fLanguage :
English
Journal_Title :
Information Theory, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9448
Type :
jour
DOI :
10.1109/TIT.1974.1055228
Filename :
1055228
Link To Document :
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