Auto-code generation for fast embedded model predictive controllers

Date
2012-11-28
Authors
Currie, J
Prince-Pike, A
Wilson, DI
Supervisor
Item type
Conference Contribution
Degree name
Journal Title
Journal ISSN
Volume Title
Publisher
IEEE
Abstract

The implementation of model predictive controllers on low-cast hardware such as micro-controllers has been traditionally hampered by the high computing and associated memory demands of the algorithm. This paper describes a completely automatic way to implement an MPC controller on embedded hardware starting from a dynamic model in \ml. The resultant controller runs stand-alone on the embedded hardware, is extremely fast, exhibits a modest memory footprint and best of all, requires no particular embedded programming experience from the user.

Description
Keywords
Embedded , Predictive control , Efficient , Quadratic program
Source
19th International Conference in Mechatronics and Machine Vision in Practice held at AUT, Auckland, New Zealand, 2012-11-28 to 2012-11-30, published in: 19th International Conference in Mechatronics and Machine Vision in Practice, pp.122 - 128 (6)
DOI
Rights statement
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