DocumentCode
765615
Title
A Note on the Computation of Optimal Minimum Mean-Square Error Quantizers
Author
Bucklew, J.A. ; Gallagher, N.C., Jr.
Author_Institution
Univ. of Wisconsin, Madison, WI, USA
Volume
30
Issue
1
fYear
1982
fDate
1/1/1982 12:00:00 AM
Firstpage
298
Lastpage
301
Abstract
This paper considers the problems associated with computing optimal minimum mean-square error quantizers. Most computational methods in current use are iterative. These iterative schemes are extremely sensitive to initial conditions. Various methods of obtaining good initial conditions are presented and discussed.
Keywords
analogue-digital conversion; digital communication systems; iterative schemes; optimal minimum mean-square error quantizers; Communications Society; Convergence of numerical methods; Data communication; Iterative algorithms; Iterative methods; Laplace equations; Military computing; Newton method; Optimization methods; Quantization;
fLanguage
English
Journal_Title
Communications, IEEE Transactions on
Publisher
ieee
ISSN
0090-6778
Type
jour
DOI
10.1109/TCOM.1982.1095374
Filename
1095374
Link To Document