Parallel Architectures for Model Predictive Control

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Provided by: Imperial College London
Topic: Hardware
Format: PDF
In this paper the authors survey recent developments in parallel computer architecture, focusing on the field programmable gate array and the graphics processor. They aim to illustrate the potential of these architectures for the type of high-speed numerical computation required in online optimization for model predictive control. While significant performance advantages can be gained by migrating existing control algorithms to these processor architectures, in order to realize their full potential, further research is needed at the boundary of control theory, digital electronics, and computer architecture.
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