Browse > Article

Z-axis Contact Detection Algorithm for a Wire Bonder using a Discrete Kalman Filter  

Kim, Jung-Han (School of Mechanical Design and Automation Engineering, Seoul National University of Technology)
Publication Information
Abstract
We propose a new contact detection algorithm for fine pitch wire bonding. Fast and stable contact detection of the z-axis in wire bonding is extremely important to maintain the quality of fine pitch gold wire bonding processes, which use a small pad less than $70{\mu}m$ in diameter. A small perturbation in the contact detection time causes a large difference in the size of the formed squashed ball. The new detection method is based on a statistical approach and designed for a discrete Kalman filter. It is faster and has smaller detection time variations than conventional detection methods. Experimental results are presented to demonstrate the advantages of the proposed algorithm.
Keywords
Detection algorithm; Stochastic parameters; Kalman filter; Filtering problem;
Citations & Related Records
Times Cited By KSCI : 1  (Citation Analysis)
Times Cited By Web Of Science : 1  (Related Records In Web of Science)
연도 인용수 순위
1 Leonhardt, D. A., 'Fine pitch packaging: Trends and technology,' Semicon West, 1997
2 Kwon, K. H., Oh, S. H., Cho, N. G. and Yoon, J. Y., 'Development of small loading and positioning device using VCM,' Journal of KSPE, Vol. 20, No. 12, pp. 64-72, 2003
3 Kailath, T., 'An innovation approach to least squares estimation part I: Linear filtering in additive white noise,' IEEE Transactions on Automatic Control, AC-13, pp. 646-660, 1968
4 Blair, W. D., 'Fixed-gain two stage estimators for tracking maneuvering targets,' IEEE Transactions on Aerospace and Electronic Systems, Vol. 29, pp. 1004–1014, 1993
5 Hwang, D. Y., Jeon, S. J. and Kim, K. B., 'Development of the Flip-Chip Bonder using multi-DOF motion stage and vision system,' Proc. of KSPE, pp. 1717-1722, 2003
6 Kwak, J. S. and Ha, M. K., 'Detection technique of fault phenomena using power parameters in grinding process,' International Journal of KSPE, Vol. 3, No. 1, pp. 5-12, 2002
7 Harvey, A. C., 'Time Series Models,' 2nd Edition, MIT Press, Cambridge, MA, pp. 41-45, 1992
8 Kim, J. H. and Oh, J. H., 'A land vehicle tracking algorithm using stand-alone GPS,' Control Engineering Practice, Vol. 8, pp. 1189-1196, 2000   DOI   ScienceOn
9 Bogler, P. L., 'Tracking a maneuvering target using input estimation,' IEEE Transactions on Aerospace and Electronic Systems, AES-23, pp. 298-310, 1987   DOI   ScienceOn