A new vectorized systolic array for extracting weight coefficients in block RLS is proposed. Our array is based on a generalization of the inverse factorization method of Pan and Plemmons and the array for computing residual vectors in block RLS using the Householder transformation of Liu et af. The
β¦ LIBER β¦
A systolic algorithm for block-regularized RLS identification
β Scribed by J. Schier
- Publisher
- Elsevier Science
- Year
- 1995
- Tongue
- English
- Weight
- 714 KB
- Volume
- 20
- Category
- Article
- ISSN
- 0167-9260
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Alntract--This paper presents a new estimation algorithm, which is essentially a modification of the exponentially weighted recursive least squares algorithm (EW-RLS), for systems with bounded disturbances. Assuming knowledge of a disturbance upper bound, the algorithm's derivation is performed by m