Title :
Parallel-cascade realizations and approximations of truncated Volterra systems
Author :
Panicker, Thomas M. ; Mathew, V.J.
Author_Institution :
Dept. of Electr. Eng., Utah Univ., Salt Lake City, UT, USA
fDate :
10/1/1998 12:00:00 AM
Abstract :
Introduces parallel-cascade realizations of truncated Volterra systems with an arbitrary but finite order of nonlinearity. Parallel-cascade realizations implement higher order Volterra systems using parallel and multiplicative combinations of lower order Volterra systems. A systematic way of approximating higher order Volterra systems in parallel-cascade form using a reduced number of branches and a bound on the mean-square error in the output signals caused by such approximate realizations are derived
Keywords :
approximation theory; cascade networks; nonlinear filters; parallel algorithms; approximations; bound; branches; higher order Volterra systems; lower order Volterra systems; mean-square error; nonlinearity; output signals; parallel-cascade realizations; truncated Volterra systems; Acoustic signal processing; Cities and towns; Computational complexity; Integrated circuit interconnections; Kernel; Nonlinear filters; Nonlinear systems; Speech processing; Tensile stress; Very large scale integration;
Journal_Title :
Signal Processing, IEEE Transactions on
