DELAYED DECISION SWITCHED PREDICTION MULTI-STAGE LSF VECTOR QUANTIZATION

Patent №

US 5,774,839

Granted

1998-06-30

Filed 1995

Owner

ROCKWELL INTERNATIONAL CORPORATION

+2 more

Lab

AI components

2

ml · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

08536890

An apparatus and method of quantizing a sequence of input data vectors using delayed decision switched prediction and vector quantization. The method has the following steps of operation: (a) predicting a next vector element from said sequence of input data vectors to generate a set of prediction vectors; (b) subtracting the set of prediction vectors from the next vector element to generate a set of prediction error vectors; (c) multi-stage vector quantizing the set of prediction error vectors to generate a set of quantized prediction error vectors with each of the stages having at least one of the tables and local decision means to generate a final quantization error vector according to a predetermined distance measure; (d) selecting one predictor out of the set of predictors from the switched prediction step and selecting, for each of the stages, at least one entry from the set of tables of the vector quantization step according to the predetermined distance measure, generating a quantized data vector.

AI classification

AI hardware0.93
Machine learning0.62
Vision0.01
Natural language0.00
Speech0.00
Planning0.00
Evolutionary computation0.00
Knowledge representation0.00

Ownership

ROCKWELL INTERNATIONAL CORPORATION

assignment · 78170769

MINDSPEED TECHNOLOGIES, INC.

assignment · 255990402

NYTELL SOFTWARE LLC

merger · 371360356

Assignors

SHLOMOT, EYAL

On an employer assignment, the assignors are typically the inventors.

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