ASIC and FPGA implementation strategies for model predictive control

Title: ASIC and FPGA implementation strategies for model predictive control
Creator: Knagge, Geoff; Wills, Adrian; Mills, Adam; Ninness, Brett
Relation: European Control Conference 2009 (ECC'09). ECC'09: European Control Conference 2009 Proceedings (Budapest, Hungary 23-26 August, 2009) p. 144-149
Relation: http://www.conferences.hu/ecc09
Publisher: European Union Control Association (EUCA)
Resource Type: conference paper
Date: 2009
Description: This paper considers the system architecture and design issues for implementation of on-line Model Predictive Control (MPC) in Field Programmable Gate Arrays (FPGAs) and Application Specific Integrated Circuits (ASICs). In particular, the computationally itensive tasks of fast matrix QR factorisation, and subsequent sequential quadratic programming, are addressed for control law computation. An important aspect of this work is the study of appropriate data word-lengths for various essential stages of the overall solution strategy.
Subject: model predictive control (MPC); field programmable gate array; application specific integrated circuits; QR factorisation
Identifier: uon:9166
Identifier: http://hdl.handle.net/1959.13/920503
Identifier: ISBN:9789633113691
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