Title :
Analysis of a new 1-D 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
Abstract :
A class of nonlinear filters, the class of 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 (including impulse removal, step preservation, and noise suppression). A comparison to other existing median-type filters is provided
Keywords :
digital filters; interference suppression; nonlinear network analysis; 1-D IIR median hybrid filter; LSI IIR filtering module; concatenation; directional outputs; impulse removal; input signal; inverted causality; linear filtering; linear shift invariant IIR; median filtering module; multidirectional infinite impulse response; noise suppression; nonlinear filters; step preservation; Degradation; Difference equations; Filtering; Finite impulse response filter; IIR filters; Large scale integration; Maximum likelihood detection; Nonlinear filters; Signal processing; Standards development;
Conference_Titel :
Communications, Computers and Signal Processing, 1991., IEEE Pacific Rim Conference on
Conference_Location :
Victoria, BC
Print_ISBN :
0-87942-638-1
DOI :
10.1109/PACRIM.1991.160852