Concepedia

Quantization Theory

Quantization Theory is a mathematical framework within information theory that characterizes the optimal trade-off between the rate of data representation and the distortion introduced by quantizing continuous signals into discrete levels.

474

Publications

47.3K

Citations

739

Authors

374

Institutions

Publications per year

2017–2026

33

Parents

Publications

474

Least squares quantization in PCM

Sheelagh Lloyd · IEEE Transactions on Information Theory · 1982 · 15.6K citations · Full text

, , +13

Quantizing for minimum distortion

J. Max · IEEE Transactions on Information Theory · 1960 · 2.1K citations

, , +14

Quantization

Robert M. Gray, David L. Neuhoff · IEEE Transactions on Information Theory · 1998 · 1.6K citations

, , +17

Spectra of Quantized Signals

W. R. Bennett · Bell System Technical Journal · 1948 · 970 citations

, , +12

General concept of quantization

F. A. Berezin · Communications in Mathematical Physics · 1975 · 889 citations

, , +10

1–5 of 474

Authors

739

  1. RM
    Robert M. Gray

    Stanford University, United States

    9 publications · 2.4K citations

    9

    h-index

  2. GP
    Gilles Pagès

    Laboratoire de Probabilités et Modèles Aléatoires, France

    8 publications · 628 citations

    8

    h-index

  3. JB
    J.A. Bucklew

    University of Wisconsin–Madison, United States

    7 publications · 373 citations

    7

    h-index

  4. NC
    Neal C. Gallagher

    Purdue University West Lafayette, United States

    6 publications · 175 citations

    6

    h-index

  5. NS
    Nir Shlezinger

    Ben-Gurion University of the Negev, Israel

    6 publications · 538 citations

    6

    h-index

1–5 of 739

Institutions

374

  1. Massachusetts Institute of Technology

    Cambridge, United States

    13 h-index

    14 publications

    2.8K citations

  2. Stanford University

    Stanford, United States

    12 h-index

    26 publications

    5K citations

  3. Princeton University

    Princeton, United States

    11 h-index

    18 publications

    1.5K citations

  4. Sorbonne Université

    Paris, France

    9 h-index

    12 publications

    729 citations

  5. Laboratoire de Probabilités et Modèles Aléatoires

    Paris, France

    9 h-index

    9 publications

    695 citations

  6. Purdue University West Lafayette

    West Lafayette, United States

    8 h-index

    11 publications

    330 citations

  7. Centre National de la Recherche Scientifique

    Paris, France

    8 h-index

    12 publications

    1K citations

  8. The University of Texas at Austin

    Austin, United States

    7 h-index

    10 publications

    718 citations

1–8 of 374

Venues

  1. IEEE Transactions on Information Theory

    57 publications · 23.8K citations

    31

    h-index

  2. IRE Transactions on Communications Systems

    15 publications · 1.7K citations

    14

    h-index

  3. Journal of Mathematical Physics

    11 publications · 451 citations

    11

    h-index

  4. Communications in Mathematical Physics

    13 publications · 1.3K citations

    11

    h-index

  5. IEEE Transactions on Communications

    10 publications · 641 citations

    10

    h-index

1–5