### Abstract

We propose a novel approach that combines the space covering property of high rate lattice VQ with the pattern matching ability of clustering VQ. The proposed scheme encompasses a broad range of online algorithms that use suitable VQ encodings and fixed-size, adaptive codebooks. The generic baseline algorithm for the scheme has the following desirable characterstics. The distortion per individual vector is guaranteed to be less than a user specified threshold. Secondly, the algorithm is amenable to fast realtime implementation and requires minimal statistical assumption for analysis. Finally, with careful analysis, the coding rate can be bounded with respect to some theoretical benchmark.

Original language | English (US) |
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Title of host publication | Proceedings of the Data Compression Conference |

Editors | James A. Storer, Martin Cohn |

Publisher | Publ by IEEE |

Pages | 185-194 |

Number of pages | 10 |

ISBN (Print) | 0818656379 |

State | Published - Jan 1 1994 |

Externally published | Yes |

Event | Proceedings of the Data Compression Conference - Snowbird, UT, USA Duration: Mar 29 1994 → Mar 31 1994 |

### Publication series

Name | Proceedings of the Data Compression Conference |
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### Other

Other | Proceedings of the Data Compression Conference |
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City | Snowbird, UT, USA |

Period | 3/29/94 → 3/31/94 |

### All Science Journal Classification (ASJC) codes

- Computer Networks and Communications

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## Cite this

*Proceedings of the Data Compression Conference*(pp. 185-194). (Proceedings of the Data Compression Conference). Publ by IEEE.