Concepedia

Lloyd-max Quantization

Lloyd-Max Quantization is a scalar quantization method that minimizes the mean squared error between a continuous signal and its quantized representation by optimally placing quantization levels and decision thresholds under the constraint of fixed bit-rate.

58

Publications

2.5K

Citations

119

Authors

63

Institutions

Publications per year

2017–2026

6

Variants

Lloyd-max Algorithm

Parents

Publications

58

Optimal quantizer design for noisy channels: An approach to combined source - channel coding

N. Farvardin, Vinay A. Vaishampayan · IEEE Transactions on Information Theory · 1987 · 332 citations

, , +17

Distributed estimation and quantization

John A. Gubner · IEEE Transactions on Information Theory · 1993 · 197 citations · Full text

, , +14

The complexity of the generalized Lloyd - Max problem (Corresp.)

M. R. Garey, David S. Johnson, H. S. Witsenhausen · IEEE Transactions on Information Theory · 1982 · 188 citations

, , +13

Design of optimal quantizers for distributed source coding

David Rebollo‐Monedero, Rui Zhang, Bernd Girod · 2003 · 103 citations

, , +14

A unified approach for encoding clean and noisy sources by means of waveform and autoregressive model vector quantization

Y. Ephraim, Robert M. Gray · IEEE Transactions on Information Theory · 1988 · 91 citations

, , +17

1–5 of 58

Authors

119

  1. ZP
    Zoran Perić

    University of Nis, Serbia

    3 publications · 98 citations

    3

    h-index

  2. NF
    N. Farvardin

    University of Maryland, College Park, United States

    3 publications · 462 citations

    3

    h-index

  3. PL
    Ping Li

    Zhejiang University, China

    2 publications · 24 citations

    2

    h-index

  4. DG
    Daniel González-Jiménez

    Universidade de Vigo, Spain

    2 publications · 87 citations

    2

    h-index

  5. DT
    Dimitrios Tzovaras

    Information Technologies Institute, Greece

    2 publications · 27 citations

    2

    h-index

1–5 of 119

Institutions

63

  1. Stanford University

    Stanford, United States

    4 h-index

    8 publications

    673 citations

  2. University of Maryland, College Park

    College Park, United States

    4 h-index

    6 publications

    844 citations

  3. AT&T (United States)

    Bedminster, United States

    4 h-index

    4 publications

    275 citations

  4. Rutgers, The State University of New Jersey

    New Brunswick, United States

    3 h-index

    4 publications

    49 citations

  5. University of Nis

    Niš, Serbia

    3 h-index

    7 publications

    222 citations

  6. Rutgers Sexual and Reproductive Health and Rights

    Utrecht, Netherlands

    2 h-index

    3 publications

    37 citations

  7. University of Wisconsin–Madison

    Madison, United States

    2 h-index

    3 publications

    237 citations

  8. Universidade de Vigo

    Vigo, Spain

    2 h-index

    7 publications

    243 citations

1–8 of 63

Venues

  1. IEEE Transactions on Information Theory

    12 publications · 1.1K citations

    11

    h-index

  2. IEEE Transactions on Image Processing

    4 publications · 96 citations

    4

    h-index

  3. IEEE Transactions on Communications

    3 publications · 80 citations

    3

    h-index

  4. Informatica

    3 publications · 98 citations

    3

    h-index

  5. IEEE Transactions on Signal Processing

    3 publications · 118 citations

    3

    h-index

1–5