Title :
Quality metrics for mixed-signal indirect testing
Author :
Gomez-Pau, Alvaro ; Balado, Luz ; Figueras, Joan
Author_Institution :
Dept. d´Eng. Electron., Univ. Politec. de Catalunya, Barcelona, Spain
Abstract :
Analog and mixed-signal circuit testing is a challenging task demanding large amounts of resources. In order to battle against this drawback, alternate testing has been established as an efficient way of testing analog and M-S circuits by using indirect measures instead of the classic specification based testing. In this work we propose the use of Kendall´s Tau rank correlation coefficient for rating the suitability of a set of candidate indirect measures to be used in mixed-signal testing. Such criterion is shown to be adequate since it allows to avoid or minimize information redundancy in the measures set. As a proof of concept, a 4th order band-pass Butterworth filter has been simulated under the presence of process variations. The circuit has been tested using a subset of measures selected according to minimum Kendall´s Tau coefficient. Analog test efficiency metrics are reported showing test misclassification rate is among the best 15% possible, therefore validating the proposal.
Keywords :
Butterworth filters; analogue integrated circuits; band-pass filters; integrated circuit testing; mixed analogue-digital integrated circuits; 4th order band-pass Butterworth filter; Kendall´s Tau rank correlation coefficient; M-S circuits; analog circuit testing; information redundancy; mixed-signal indirect testing; quality metrics; test misclassification rate; Band-pass filters; Correlation; Gain; Monte Carlo methods; Octrees; Q-factor; Testing; Alternate Feature Selection; Alternate Test; Analog Filter; Analog Test; Indirect Measurements; Mixed-Signal Test; Octrees; Optimum Measures Selection; Quadtrees; Signature Selection;
Conference_Titel :
Design of Circuits and Integrated Circuits (DCIS), 2014 Conference on
Conference_Location :
Madrid
DOI :
10.1109/DCIS.2014.7035600