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Software Reduces Radio-Interference Effects in Radar DataA computer program suppresses the effects of narrow-band radio-frequency interference (RFI) on the data collected by a wide-band radar system. The need for this program arises because some advanced wide-band synthetic-aperture radar systems utilize frequency bands that include frequencies used by other radio services. In this program, the RFI environment is represented by an auto-regressive process, the frequency band of which is narrow relative to that of the radar. Most of the RFI signals, both narrow- and wide-band, are estimated in one pass of a least-mean-square (LMS) adaptive filter. The program implements three popular LMS algorithms: the time-domain LMS, the frequency-domain LMS, and the filter-bank LMS adaptive-filter algorithms. The program can be run in a manual or automatic mode. In the manual mode, the user selects the filter parameters prior to execution. In the automatic mode, the program utilizes median-filter and spectral-estimation techniques plus the variable-step-size LMS algorithm for automatic determination of filter parameters, and the parameters are adaptively changed as functions of the inputs, resulting in better overall performance.
Document ID
20110020291
Acquisition Source
Jet Propulsion Laboratory
Document Type
Other - NASA Tech Brief
Authors
Le, Charles T-C
(California Inst. of Tech. Pasadena, CA, United States)
Hensley, Scott
(California Inst. of Tech. Pasadena, CA, United States)
Chapin, Elaine
(California Inst. of Tech. Pasadena, CA, United States)
Date Acquired
August 25, 2013
Publication Date
October 1, 2004
Publication Information
Publication: NASA Tech Briefs, October 2004
Subject Category
Computer Programming And Software
Report/Patent Number
NPO-40255
Report Number: NPO-40255
Distribution Limits
Public
Copyright
Public Use Permitted.
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