Journal article
Learning identification control for model-based optoelectronic packaging
Drexel University. College of Engineering. Department of Electrical and Computer Engineering. Faculty Publications and Research
11 Dec 2006
Abstract
In this paper, we present a learning control algorithm for the packaging automation of optoelectronic systems. This automation provides high performance, low-cost alignment and packaging through the use of a model-based control theory and systemlevel modeling. The approach is to build an a priori model, specific to the assembled package's optical power propagation characteristics. From this model, an inverse model is created and used in the "feedforward" loop. In addition to this feedforward model, the controller is designed with feedback components, along with the inclusion of a built-in optical power sensor. We introduce a learning technique, which is activated at a lower sampling frequency for specific and appropriate tasks, to improve the model used in the model-based control. Initial results are presented from an experimental test bed that is used to verify the control and learning algorithms.
Metrics
10 File views/ downloads
5 Record Views
Details
- Title
- Learning identification control for model-based optoelectronic packaging
- Creators
- Timothy P. Kurzweg (Author)Shubham Krishna Bhat (Author)Allon Guez (Author)
- Publication Details
- Drexel University. College of Engineering. Department of Electrical and Computer Engineering. Faculty Publications and Research
- Publisher
- The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
- Resource Type
- Journal article
- Language
- English
- Academic Unit
- Electrical and Computer Engineering
- Web of Science ID
- WOS:000241125400005
- Scopus ID
- 2-s2.0-33749871840
- Other Identifier
- 991014632280504721
InCites Highlights
Data related to this publication, from InCites Benchmarking & Analytics tool:
- Web of Science research areas
- Engineering, Electrical & Electronic
- Optics
- Physics, Applied
- Quantum Science & Technology