THE USE OF TRACK-TO-TRACK CORRELATION AND NEGATIVE INFORMATION IN MULTI-SENSOR DATA FUSION

Award Information
Agency:
Department of Defense
Branch
Navy
Amount:
$49,882.00
Award Year:
1988
Program:
SBIR
Phase:
Phase I
Contract:
n/a
Award Id:
9258
Agency Tracking Number:
9258
Solicitation Year:
n/a
Solicitation Topic Code:
n/a
Solicitation Number:
n/a
Small Business Information
27 W Queens Wy - Ste 301, Hampton, VA, 23669
Hubzone Owned:
N
Minority Owned:
N
Woman Owned:
N
Duns:
n/a
Principal Investigator:
DR JOSEPH H DISCENZA
(804) 727-7700
Business Contact:
() -
Research Institute:
n/a
Abstract
THE PROPOSED RESEARCH CONSISTS OF A FEASIBILITY STUDY AND PROTOTYPE ALGORITHM DEVELOPMENT FOR USE OF TWO PREVIOUSLY UNTESTED CONCEPTS IN NAVY SURFACE CONTACT DATA FUSION PROBLEMS. THE FIRST CONCEPT IS NEGATIVE INFORMATION, WHICH MEANS ACCOUNTING FOR ALL SENSOR'S DETECTION CAPABILITIES AND TRAJECTORIES IN ADDITION TO THE CONTACTS WHICH THEY GENERATE. THE SECOND CONCEPT IS TRACK-TO-TRACK CORRELATION, WHICH MEANS THAT A NEW CONTACT IS ASSUMED TO CORRELATE WITH A STREAM OF PAST CONTACTS CALLED A TRACK WITH PROBABILITY 1, AND THIS TRACK MAY CORRELATE WITH ONE OR MORE OTHER TRACKS WITH PROBABILITY <1. IN TYPICAL AFLOAT CORRELATION STRATEGIES, EACH CONTACT IS TREATED AS AN INDEPENDENT EVENT AND IS COMPARED TO ALL EXISTING HYPOTHETICAL TRACKS WITHOUT REGARD TO PREVIOUS CONTACTS. OUR APPROACH IS FIRST TO DEVELOP PRELIMINARY MATHEMATICAL MODELS OF THE SURFACE PICTURE FUSION PROBLEM INCLUDING OPINTEL, ELINT, ESM, RADAR, AND SONAR SOURCES. NEXT, WE WILL DEVELOP A SET OF SCENARIOS REPRESENTING VARIOUS COMBINATIONS OF SURFACE TARGETS, DATA SOURCES, AND MOTION. FINALLY, WE WILL IMPLEMENT PROTOTYPE ALGORITHMS FOR TESTING THEM AGAINST THE BENCHMARK SCENARIOS.

* information listed above is at the time of submission.

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