Title :
Baseband Volterra filters for implementing carrier based nonlinearities
Author :
Raz, Gil M. ; Van Veen, Barry D.
Author_Institution :
Dept. of Electr. & Comput. Eng., Wisconsin Univ., Madison, WI, USA
fDate :
1/1/1998 12:00:00 AM
Abstract :
A diagonal coordinate representation for Volterra filters is developed and exploited to derive efficient Volterra filter implementations for processing carrier based input signals. In the diagonal coordinate representation, the output is expressed as a sum of linear filters applied to modified input signals. Hence, linear filtering methods are employed to implement the nonlinear filter on a baseband version of the input. Downsampling is then used to reduce computational complexity. The same approach is employed to develop efficient implementations for processing continuous-time carrier-based signals, pulse amplitude-modulated signals, and frequency division multiplexed input signals
Keywords :
Volterra equations; computational complexity; discrete time filters; filtering theory; frequency division multiplexing; nonlinear filters; pulse amplitude modulation; signal sampling; baseband Volterra filters; carrier based input signal processing; carrier based nonlinearities; computational complexity reduction; continuous-time carrier-based signals; diagonal coordinate representation; downsampling; frequency division multiplexed input signals; linear filtering methods; linear filters; modified input signals; nonlinear filter; pulse amplitude-modulated signals; Baseband; Computational complexity; Filtering; Frequency domain analysis; Kernel; Nonlinear filters; Nonlinear systems; Signal processing; Tensile stress; Vectors;
Journal_Title :
Signal Processing, IEEE Transactions on