RECEIVER ESTIMATION ENGINE FOR A CHAOTIC SYSTEM

Patent №

US 6,744,893

Granted

2004-06-01

Filed 1999

Owner

SOUTHWEST RESEARCH INSTITUTE

Lab

AI components

4

ml · vision · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

09382523

A chaotic receiver estimation engine and method of use. The estimation engine synchronizes and recovers data and performs its decision and tracking processes by mapping probability calculation results onto chaotic dynamics via a strange attractor geometrical approximation. Restrictive standard chaotic synchronization requirements of either a stable/unstable subspace separation or a chaotic system inversion are not required. The receiver determines and models both the logical zero and logical one versions of the strange attractor and the transmitted chaotic sequence probability density function (PDF). Two estimates of the transmitted value are created from each received iterate by probability and the transmitted PDF calculations. A third estimate is generated from the chaotic processing of the previous receiver final decisions. The three estimates are combined using a probability-based weighted average to form the initial current decision. A final current decision incorporates chaotic dynamics by mapping the initial decision onto the geometrical model of the attractors via a minimum Euclidean distance metric.

AI classification

AI hardware1.00
Machine learning0.98
Planning0.98
Vision0.89
Evolutionary computation0.18
Knowledge representation0.00
Natural language0.00
Speech0.00

Ownership

SOUTHWEST RESEARCH INSTITUTE

assignment · 103790783

Assignors

FLEMING-DAHL, ARTHUR

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

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