DocumentCode
3006366
Title
Finite precision analysis of the lattice and the Schur algorithms for the autocorrelation method of linear prediction
Author
Rialan, Christophe P. ; Scharf, Louis L.
Author_Institution
Dept. of Electr. & Comput. Eng., Colorado Univ., Boulder, CO, USA
fYear
1988
fDate
11-14 Apr 1988
Firstpage
2252
Abstract
The authors study the finite arithmetic properties of the Schur and the lattice recursions. They derive the error variance of the reflection coefficient at each stage of each algorithm and present experimental results which agree very closely with the analytical results. They also show that the lattice recursions have a significant accuracy advantage over the Schur recursions when the problem is ill-conditioned or, equivalently, when the absolute values of the reflection coefficients are close to one
Keywords
errors; finite element analysis; signal processing; Schur algorithms; autocorrelation method; error variance; finite arithmetic properties; ill-conditioned problem; lattice recursions; linear prediction; reflection coefficient; signal processing; Algorithm design and analysis; Autocorrelation; Equations; Fixed-point arithmetic; Lattices; Quantization; Reflection; Roundoff errors; Symmetric matrices; Vectors;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech, and Signal Processing, 1988. ICASSP-88., 1988 International Conference on
Conference_Location
New York, NY
ISSN
1520-6149
Type
conf
DOI
10.1109/ICASSP.1988.197085
Filename
197085
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