Title :
Efficient third-order Volterra filter computation in the time domain
Author :
Karagianni, K. ; Paliouras, Vassilis
Author_Institution :
Electr. & Comput. Eng. Dept., Patras Univ., Greece
Abstract :
This paper proposes a time-domain computational technique and a corresponding VLSI architecture for the hardware realization of Volterra kernels. By exploiting the symmetries in the algorithm, which stem from the commutative and associative properties of multiplication, a significant reduction of the number of required arithmetic operations is achieved. It is stressed that the proposed technique does not require that the Volterra kernel coefficient are symmetric.
Keywords :
VLSI; Volterra series; nonlinear filters; signal processing; time-domain analysis; VLSI architecture; Volterra kernel hardware realization; arithmetic operation; commutative-associative property; third-order Volterra filter computation; time domain computational technique; very large scale integration; Computer architecture; Concurrent computing; Filtering; IIR filters; Kernel; Nonlinear filters; Satellite communication; Signal processing algorithms; Time domain analysis; Very large scale integration;
Conference_Titel :
Signals, Systems and Computers, 2004. Conference Record of the Thirty-Seventh Asilomar Conference on
Print_ISBN :
0-7803-8104-1
DOI :
10.1109/ACSSC.2003.1292367