Title :
Cost-driven statistical analysis for selection of alternative measurements of analog circuits
Author :
Verdy, Matthieu ; Ratiu, Alin ; Morche, Dominique ; De Foucauld, Emeric ; Lesecq, Suzanne ; Mallet, Jean-Pascal ; Mayor, Cedric
Author_Institution :
Univ. Grenoble Alpes, Grenoble, France
Abstract :
In this paper, we introduce a new method for improving the use of Alternative Measurements Strategy for analog circuit testing. The goal is to reduce the test cost by selecting the cheapest set of measurements that do not bring redundant information about the state of the circuit, without reducing test coverage. The proposed method consists in finding a subset of a given set of parameters which explains the dispersion of the circuit performances. The efficiency of the proposed approach is demonstrated on a critical example using continuous-time A/D conversion.
Keywords :
analogue circuits; analogue-digital conversion; measurement systems; statistical analysis; alternative measurement strategy; analog circuit testing; circuit performances; continuous-time A-D conversion; cost-driven statistical analysis; Accuracy; Data mining; Feature extraction; Integrated circuit modeling; Mars; System-on-chip; Tuning; Built-in Test; Data Mining; Indirect measures selection; Model classification; Modeling techniques; Monte-Carlo simulation;
Conference_Titel :
Electronics, Circuits and Systems (ICECS), 2014 21st IEEE International Conference on
DOI :
10.1109/ICECS.2014.7049932