DocumentCode :
1140934
Title :
An IIR median hybrid filter
Author :
Bauer, Peter H. ; Sartori, Michael A. ; Bryden, Timothy M.
Author_Institution :
Dept. of Electr. Eng., Notre Dame Univ., IN, USA
Volume :
40
Issue :
5
fYear :
1992
fDate :
5/1/1992 12:00:00 AM
Firstpage :
1068
Lastpage :
1078
Abstract :
A new class of nonlinear filters, the multidirectional infinite impulse response median hybrid (MIMH) filters, is presented and analyzed. The input signal is processed twice using a linear shift-invariant (LSI) infinite impulse response (IIR) filtering module: once with normal causality and a second time with inverted causality. The final output of the MIMH filter is the median of the two-directional outputs and the original input signal. Thus, the MIMH filter is a concatenation of linear filtering (a LSI IIR filtering module) and nonlinear filtering (a median filtering module). Because of this unique scheme, the MIMH filter possesses many desirable properties which are both proven and analyzed (including impulse removal, step preservation, and noise suppression). A comparison to other medium-type filters is also provided
Keywords :
digital filters; filtering and prediction theory; IIR median hybrid filter; inverted causality; linear shift-invariant IIR filtering module; multidirectional infinite impulse response median hybrid filters; nonlinear filters; normal causality; Degradation; Filtering; Finite impulse response filter; IIR filters; Large scale integration; Maximum likelihood detection; NASA; Nonlinear filters; Signal processing; Standards development;
fLanguage :
English
Journal_Title :
Signal Processing, IEEE Transactions on
Publisher :
ieee
ISSN :
1053-587X
Type :
jour
DOI :
10.1109/78.134470
Filename :
134470
Link To Document :
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