Title :
Augmented transition network pattern matching algorithm extension for integration of multiple hypotheses input
Author :
Sammon, Thomas M., Jr.
Author_Institution :
Triaxium Software Technol., San Diego, CA, USA
Abstract :
An approach to tightly integrating a multi-hypothesis tracker correlator (MHTC) and an augmented transition network (ATN) expert system shell is discussed. The MHTC utilizes quantitative evaluation of kinematic features to perform information fusion. The ATN utilizes semantic interpretation of attribute features to perform information fusion. A modification to the ATN pattern matching algorithm is proposed allowing a tight coupling of the ATN and MHTC
Keywords :
correlators; expert systems; inference mechanisms; pattern recognition; sensor fusion; tracking; ATN inference engine; attribute features; augmented transition network; expert system shell; information fusion; kinematic features; multi-hypothesis tracker correlator; multiple hypotheses input; pattern matching algorithm; semantic interpretation; Correlators; Drives; Expert systems; Frequency; Kinematics; Pattern matching; Performance evaluation; Testing; Thumb; Underwater acoustics;
Conference_Titel :
Signals, Systems and Computers, 1992. 1992 Conference Record of The Twenty-Sixth Asilomar Conference on
Conference_Location :
Pacific Grove, CA
Print_ISBN :
0-8186-3160-0
DOI :
10.1109/ACSSC.1992.269183
