Title :
Analog hardware implementation of adaptive filter structures
Author :
Juan, Jui-Kuo ; Harris, John G. ; Principe, Jose C.
Author_Institution :
Dept. of Comput. & Electr. Eng., Florida Univ., Gainesville, FL, USA
Abstract :
We have implemented a four-tap adaptive filter in a continuous-time analog VLSI circuit. Since an ideal delay is impossible to implement in continuous-time hardware, we implemented the delay line as a cascade of low-pass filters (called the Gamma filter). Since many years of research in our lab has shown that the Gamma filter outperforms the delay line for a wide range of applications, the Gamma filter should not be considered merely a crude approximation of the ideal delay line. We show measured results from an analog chip that solves the problem of system identification-identifying an unknown linear circuit from its input/output relationship. Furthermore, we believe that a cascade of all-pass filters (called the Laguerre filter) may potentially outperform the Gamma filter and we demonstrate a feedforward Laguerre filter still without adaptive weights
Keywords :
VLSI; adaptive filters; all-pass filters; analogue integrated circuits; analogue processing circuits; continuous time filters; delay lines; feedforward; low-pass filters; Gamma filter; adaptive filter structures; all-pass filters; analog chip; analog hardware implementation; continuous-time analog VLSI circuit; delay line; feedforward Laguerre filter; four-tap adaptive filter; low-pass filters; Adaptive filters; Analog computers; Delay lines; Finite impulse response filter; Hardware; IIR filters; Low pass filters; Mean square error methods; Semiconductor device measurement; Transversal filters;
Conference_Titel :
Neural Networks,1997., International Conference on
Conference_Location :
Houston, TX
Print_ISBN :
0-7803-4122-8
DOI :
10.1109/ICNN.1997.616147