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A METHOD OF SELF-TESTING OF ANALOG CIRCUITS BASED ON FULLY DIFFERENTIAL OP-AMPS WITH TCBF CLASSIFIER
Zbigniew Czaja, Michał Kowalewski
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Abstract:A new approach of self-testing of analog circuits based on fully differential op-amps of mixed-signal systems controlled by microcontrollers is presented. It consists of a measurement procedure and a fault diagnosis procedure. We measure voltage samples of a time response of a tested circuit on a stimulation of a unit step function given at the common-mode reference voltage input of the op-amp. The fault detection and fault localization is carried out by the TCBF neural network classifier.
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Keywords:neural classifiers, self-testing, microcontrollers, fully differential op-amps
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DOI:_unreg_wc-2015.110
Event details:
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IMEKO TC:
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Event name:XXI IMEKO World Congress
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Title:
Measurement in Research and Industry
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Place:Prague, CZECH REPUBLIC
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Time:30 August 2015 - 04 September 2015