Conference proceeding
Advanced packaging automation for opto-electronic systems
Proceedings of the Lightwave Technologies in Instrumentation and Measurement Conference, 2004, pp 11-16
2004
Abstract
In this paper, we present a learning control algorithm used in our research of advanced opto-electronic automation, which yields high performance, low cost optoelectronic alignment and packaging through the use of intelligent control theory and system-level modeling. The learning loop technique is activated at a lower sampling frequency for specific and appropriate tasks, to improve the knowledge based control model. Our automation technique is based on constructing an a priori knowledge based model, specific to the assembled package's optical power propagation characteristics. From this model, a piece-wise linear inverse model is created and used in the "feed-forward" loop. This model can be updated for increased accuracy through the learning loop.
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Details
- Title
- Advanced packaging automation for opto-electronic systems
- Creators
- S.K. BhatT.P. Kurzweg - School of Engineering (Behrend)A. GuezIEEE
- Publication Details
- Proceedings of the Lightwave Technologies in Instrumentation and Measurement Conference, 2004, pp 11-16
- Publisher
- IEEE
- Resource Type
- Conference proceeding
- Language
- English
- Academic Unit
- Electrical and Computer Engineering
- Web of Science ID
- WOS:000227644400002
- Other Identifier
- 991020531943204721
InCites Highlights
Data related to this publication, from InCites Benchmarking & Analytics tool:
- Web of Science research areas
- Instruments & Instrumentation
- Optics