Title :
An efficient systolic array implementation of the sign-LMS algorithm
Author :
Viriato, Luis A. ; Aboulnasr, T.
Author_Institution :
Bell Northern Res., Ottawa, Ont., Canada
fDate :
5/1/1992 12:00:00 AM
Abstract :
A bit-level systolic array of the implementation of the LMS algorithm is presented. The array is divided into a 2D convolver array and a linear updater array. The structure is 100% data flow efficient, requiring N/2 rows to implement N coefficients. The updater is made up of N/2 simple cells. The sign-LMS algorithm is used for updating the coefficients. All coefficients are updated every 2R clocks where R is the number of bits per coefficient and the clock is the bit-level clock (array clock)
Keywords :
computerised signal processing; digital signal processing chips; least squares approximations; systolic arrays; 2D convolver array; bit-level systolic array; coefficients updating; linear updater array; sign-LMS algorithm; systolic array implementation; Circuits; Clocks; Computational complexity; DH-HEMTs; Digital signal processing; Frequency; Least squares approximation; Signal processing algorithms; Speech processing; Systolic arrays;
Journal_Title :
Circuits and Systems II: Analog and Digital Signal Processing, IEEE Transactions on