Verifying Functional Specifications by Regression Techniques on Lissajous Test Signatures

作者: L. Balado , E. Lupon , J. Figueras , M. Roca , E. Isern

DOI: 10.1109/TCSI.2008.2004342

关键词:

摘要: In this paper, a low-cost method to verify functional specifications of analog VLSI circuits is proposed. The based on the analysis Lissajous signatures combined with regression techniques. order obtain signatures, observation space partitioned into zones using hyperplanes, and set integer values used as digital signature circuit generated by curve zone crossings. A predictor function obtained nonlinear techniques predicts specification parameters under consideration. viability methodology analyzed applied center frequency f 0 bandpass biquad filter. Experimental measurements show an accurate prediction designed

参考文章(23)
Filip M. Mulier, Vladimir Cherkassky, Learning from Data: Concepts, Theory, and Methods John Wiley & Sons, Inc.. ,(1998)
Ram Voorakaranam, Selim Sermet Akbay, Soumendu Bhattacharya, Sasikumar Cherubal, Abhijit Chatterjee, Signature Testing of Analog and RF Circuits: Algorithms and Methodology IEEE Transactions on Circuits and Systems. ,vol. 54, pp. 1018- 1031 ,(2007) , 10.1109/TCSI.2007.895531
R. Sanahuja, V. Barcons, L. Balado, J. Figueras, Testing Biquad Filters under Parametric Shifts Using X-Y Zoning Journal of Electronic Testing. ,vol. 21, pp. 257- 265 ,(2005) , 10.1007/S10836-005-6355-7
Richard A. Groeneveld, W. J. Conover, Practical Nonparametric Statistics (2nd ed). Journal of the American Statistical Association. ,vol. 76, pp. 1011- ,(1981) , 10.2307/2287607
E. Garcia-Moreno, K. Suenaga, R. Picos, S. Bota, M. Roca, E. Isern, Predictive test strategy for CMOS RF mixers Integration. ,vol. 42, pp. 95- 102 ,(2009) , 10.1016/J.VLSI.2008.09.008
S. Bota, E. Garcia-Moreno, K. Suenaga, E. Isern, M. Roca, R. Picos, Accuracy evaluation in parameter prediction of analogue circuits using nonlinear oscillation methods Electronics Letters. ,vol. 43, pp. 494- 496 ,(2007) , 10.1049/EL:2007026
Kay Suenaga, Rodrigo Picos, Sebastià Bota, Miquel Roca, Eugeni Isern, Eugeni García, A Module for BiST of CMOS RF Receivers Journal of Electronic Testing. ,vol. 23, pp. 605- 612 ,(2007) , 10.1007/S10836-007-5051-1
Jerome H. Friedman, Multivariate Adaptive Regression Splines Annals of Statistics. ,vol. 19, pp. 1- 141 ,(1991) , 10.1214/AOS/1176347963
Xiaohua Fan, M. Onabajo, F.O. Fernandez-Rodriguez, J. Silva-Martinez, E. Sanchez-Sinencio, A Current Injection Built-In Test Technique for RF Low-Noise Amplifiers IEEE Transactions on Circuits and Systems. ,vol. 55, pp. 1794- 1804 ,(2008) , 10.1109/TCSI.2008.918207
A. Raghunathan, J.H. Chun, J.A. Abraham, A. Chatterjee, Quasi-oscillation based test for improved prediction of analog performance parameters international test conference. pp. 252- 261 ,(2004) , 10.1109/TEST.2004.1386959