Design and analysis of a DPCM system with a switched quantizer

Author

Huang, Shay-Jan ; Davisson, Lee D.

Author_Institution

Dept. of Electr. Eng., Maryland Univ., College Park, MD, USA

fYear

1994

fDate

27 Jun-1 Jul 1994

Firstpage

460

Abstract

Theoretical analysis of matched differential pulse code modulation (DPCM) of a first-order Gauss-Markov process has been done for a DPCM system with a uniform quantizer, an entropy constrained optimal uniform-threshold quantizer, and an adaptive step-size uniform quantizer. We design and analyze a DPCM system with a Lloyd-Max quantizer and a DPCM system with a switched quantizer (composed of a bank of Lloyd-Max quantizers and a switching rule; a a quantizer is chosen from this quantizer bank according to the switching rule) for a first-order Gauss-Markov process

Keywords

Gaussian processes; Markov processes; differential pulse code modulation; entropy; quantisation (signal); DPCM system; Lloyd-Max quantizer; adaptive step-size uniform quantizer; analysis; design; entropy constrained quantizer; first-order Gauss-Markov process; matched differential pulse code modulation; optimal uniform-threshold quantizer; switched quantizer; switching rule; uniform quantizer; Constraint theory; Educational institutions; Entropy; Equations; Gaussian processes;

fLanguage

English

Publisher

ieee

Conference_Titel

Information Theory, 1994. Proceedings., 1994 IEEE International Symposium on

Conference_Location

Trondheim

Print_ISBN

0-7803-2015-8

Type

conf

DOI

10.1109/ISIT.1994.395075

Filename

395075