Title :
Automatic design of VLSI pipelined LMS architectures
Author :
Guillou, Anne-Claire ; Quinton, Patrice ; Risset, Tanguy ; Massicotte, Daniel
Author_Institution :
IRISA, Rennes, France
Abstract :
We present the use of MMAlpha, a tool for the design of parallel VLSI architectures, for the automatic generation of pipelined LMS adaptive filters. Starting from the equations of the applications, MMAlpha allows one to derive a VHDL description of an architecture at the register transfer level. We describe the design flow of MMAlpha, which goes through uniformization, scheduling, mapping and hardware generation. Results obtained for implementing a delayed LMS algorithm and a look-ahead delayed LMS algorithm on an FPGA Virtex XCV800 chip are shown
Keywords :
VLSI; adaptive filters; digital filters; field programmable gate arrays; least mean squares methods; pipeline processing; FPGA Virtex XCV800 chip; MMAlpha; VHDL description; VLSI pipelined LMS architectures; automatic design; automatic generation; design flow; hardware generation; look-ahead delayed LMS algorithm; mapping; parallel VLSI architectures; pipelined LMS adaptive filters; register transfer level; scheduling; uniformization; Adaptive filters; Adaptive signal processing; Delay; Digital filters; Hardware; High level synthesis; Least squares approximation; Process design; Signal processing algorithms; Very large scale integration;
Conference_Titel :
Parallel Computing in Electrical Engineering, 2000. PARELEC 2000. Proceedings. International Conference on
Conference_Location :
Trois-Rivieres, Que.
Print_ISBN :
0-7695-0759-X
DOI :
10.1109/PCEE.2000.873618