Optimized FPGA Implementation of Model Predictive Control for Embedded Systems Using High-Level Synthesis Tool.

IEEE Transactions on Industrial Informatics(2018)

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摘要
Model predictive control (MPC) is an optimization-based strategy for high-performance control that is attracting increasing interest. While MPC requires the online solution of an optimization problem, its ability to handle multivariable systems and constraints makes it a very powerful control strategy specially for MPC of embedded systems, which have an ever increasing amount of sensing and comput...
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关键词
Field programmable gate arrays,Tools,Predictive control,Algorithm design and analysis,Gradient methods,Informatics
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