Learning type waveform recognizer
First Claim
1. A learning type waveform recognizer for recognizing a waveform of a signal comprising:
- a sequential signal extractor for receiving input terminals signal and for extracting sequential changes of said input signal at each point on a transition axis;
a learning and recognition section, including an input connected to said sequential signal extractor for receiving extracted sequential changes of said input signal, and a plurality of output terminals, wherein each of said plurality of output terminals corresponds to each one of a plurality of labelled known waveforms, said learning and recognition section performing a learning operation to obtain a relationship between an output terminal and a known waveform by inputting each one of a plurality of labelled known waveforms to said learning and recognition section via said sequential signal extractor, obtaining a signal at an output terminal indicative of the maximum degree of coincidence between an inputted known waveform and an output terminal, and labelling each output terminal to correspond to each inputted known waveform, said learning and recognition section performing a recognition operation by inputting an unknown signal via said sequential signal extractor, and outputting signals from said output terminals indicative of a degree of coincidence between said unknown signal and the labelled output terminals based on said relationship between an output terminal and a known waveform; and
an integrated recognition section for integrating each of said signals output from said plurality of output terminals along a transition axis and recognizing a waveform of said unknown signal based on values obtained by integration.
0 Assignments
0 Petitions
Accused Products
Abstract
The invention is a learning type waveform recognizer that has a sequential signal extractor that extracts changes in the values of an input waveform signal at each point on the transition axis, a learning and recognition section that learns the relations between the changes extracted from the input signal and classified waveform signals and recognizes the degree of matching with the classified waveform at each point on the transition axis based on the learned relations, and an integrated recognition section that integrates the recognized results at points in an interval and performs an overall judgment by identifying the waveform of the input waveform signal.
-
Citations
8 Claims
-
1. A learning type waveform recognizer for recognizing a waveform of a signal comprising:
-
a sequential signal extractor for receiving input terminals signal and for extracting sequential changes of said input signal at each point on a transition axis; a learning and recognition section, including an input connected to said sequential signal extractor for receiving extracted sequential changes of said input signal, and a plurality of output terminals, wherein each of said plurality of output terminals corresponds to each one of a plurality of labelled known waveforms, said learning and recognition section performing a learning operation to obtain a relationship between an output terminal and a known waveform by inputting each one of a plurality of labelled known waveforms to said learning and recognition section via said sequential signal extractor, obtaining a signal at an output terminal indicative of the maximum degree of coincidence between an inputted known waveform and an output terminal, and labelling each output terminal to correspond to each inputted known waveform, said learning and recognition section performing a recognition operation by inputting an unknown signal via said sequential signal extractor, and outputting signals from said output terminals indicative of a degree of coincidence between said unknown signal and the labelled output terminals based on said relationship between an output terminal and a known waveform; and an integrated recognition section for integrating each of said signals output from said plurality of output terminals along a transition axis and recognizing a waveform of said unknown signal based on values obtained by integration. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8)
-
Specification