System and method for acoustic signature extraction, detection, discrimination, and localization
First Claim
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1. An apparatus for extracting, detecting, classifying, discriminating, localizing, and processing acoustic signals comprising:
- a. at least one device capable of collecting a plurality of signals;
b. an algorithm capable of producing a simultaneous sparse approximation of said signals;
c. a computer memory capable of storing structure-book representations;
d. an algorithm capable of operating on stored structure-books to produce new structure books,
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Abstract
A system and method whereby acoustic signals can be classified and identified as to nature and location of the original signal. The system and method determine from an arbitrary set of signals a signature or other characterizing feature and distinguish signals associated with a plurality of conditions by means of dictionaries comprising atoms of signals.
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Citations
19 Claims
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1. An apparatus for extracting, detecting, classifying, discriminating, localizing, and processing acoustic signals comprising:
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a. at least one device capable of collecting a plurality of signals;
b. an algorithm capable of producing a simultaneous sparse approximation of said signals;
c. a computer memory capable of storing structure-book representations;
d. an algorithm capable of operating on stored structure-books to produce new structure books, - View Dependent Claims (2, 3, 4, 5, 6)
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7. A method of signature extraction comprising the steps of:
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a. establishing two or more analysis sets, each set comprising at least one signal;
b. producing one or more simultaneous sparse approximations of collection of signals;
c. producing a parametric mean structure book representative of each group signature. - View Dependent Claims (8, 9)
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10. A method of signal detection and classification comprising the steps of:
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a. collecting at least one signal;
b. producing one or more simultaneous sparse approximations of said signal or signals;
c. comparing the resulting structure books to structure books of known signatures. - View Dependent Claims (11, 12, 13, 14, 15, 16, 17, 18, 19)
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Specification