Title :
VLSI design of DLMS adaptive IIR filters for high speed echo cancellation
Author :
Hwang, Yin-Tsung ; Lin, Chun Sliaug
Author_Institution :
Dept. of Electr. Eng., Nat. Yunlin Inst. of Technol., Yunlin, Taiwan
Abstract :
In this paper we present a novel VLSI design of adaptive IIR filters for high speed channel echo cancellation. In the algorithm level, the delayed LMS adaptation algorithm is adopted to exploit the computing concurrency between the adaptation and the filtering sections. In addition, the non-recursive equation error criterion is employed to speed up the computation in the adaptation section. In the architecture level, a distributed arithmetic (DA) based inner product computing scheme is devised to achieve the high throughput operation. In the circuit level, a bit serial systolic array circuitry is derived for modular and low complexity design. Performance simulation is conducted first to determine the design spec and the VLSI implementation features a 4000×3400 um2 core design with 100,000 transistors. Post layout simulation result indicates the resultant 4-tap adaptive IIR filter design can reach a processing rate as high as 3.33 M samples per second
Keywords :
IIR filters; VLSI; adaptive filters; computational complexity; digital filters; echo suppression; least mean squares methods; DLMS adaptive IIR filters; VLSI design; bit serial systolic array circuitry; computing concurrency; delayed LMS adaptation algorithm; distributed arithmetic; high speed echo cancellation; inner product computing scheme; low complexity design; nonrecursive equation error criterion; post layout simulation result; Circuit simulation; Computer architecture; Concurrent computing; Delay; Echo cancellers; Equations; Filtering algorithms; IIR filters; Least squares approximation; Very large scale integration;
Conference_Titel :
Signal Processing Systems, 1997. SIPS 97 - Design and Implementation., 1997 IEEE Workshop on
Conference_Location :
Leicester
Print_ISBN :
0-7803-3806-5
DOI :
10.1109/SIPS.1997.626258