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Embedded Model Predictive Control (MPC) using a FPGA

Ling, KV and Wu, BF and Maciejowski, J (2008) Embedded Model Predictive Control (MPC) using a FPGA. IFAC Proceedings Volumes (IFAC-PapersOnline), 17. ISSN 1474-6670

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Model Predictive Control (MPC) is increasingly being proposed for application to miniaturized devices, fast and/or embedded systems. A major obstacle to this is its computation time requirement. Continuing our previous studies of implementing constrained MPC on Field Programmable Gate Arrays (FPGA), this paper begins to exploit the possibilities of parallel computation, with the aim of speeding up the MPC implementation. Simulation studies on a realistic example show that it is possible to implement constrained MPC on an FPGA chip with a 25MHz clock and achieve MPC implementation rates comparable to those achievable on a Pentium 3.0 GHz PC. Copyright © 2007 International Federation of Automatic Control All Rights Reserved.

Item Type: Article
Divisions: Div F > Control
Depositing User: Cron Job
Date Deposited: 17 Jul 2017 18:59
Last Modified: 18 Feb 2021 13:47
DOI: 10.3182/20080706-5-KR-1001.2303