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Explicit Model Predictive Control in FPGAs

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If you have a question about this talk, please contact Grigorios Mingas.

I’m going to introduce my research topic about the implementation and optimization of an explicit Model Predictive Control (MPC) in a low cost embedded hardware (FPGA) for high-speed applications. The explicit solution of linear control problems is a piecewise affine (PWA) function defined over a set of regions of the space state. For each region the PWA function defines the optimal control law. The online computation tasks of an explicit MPC solver consist in identifying in which regions the state lies and evaluating the associate PWA control low.

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