Real-time side-slip angle measurements using digital image correlation

dc.contributor.authorJohnson, Devin K.
dc.contributor.authorBotha, Theunis R.
dc.contributor.authorEls, Pieter Schalk
dc.contributor.emailtheunis.botha@up.ac.zaen_ZA
dc.date.accessioned2019-02-04T08:45:01Z
dc.date.issued2019-02
dc.description.abstractIn vehicle dynamics there are many parameters that are desired for vehicle control and modelling. One of the most important parameters for handling and stability is the vehicle side-slip angle. The ability to directly measure the vehicle side-slip in real-time will aid and improve many driver assist systems such as stability control schemes and roll-over mitigation, especially over rough terrain. Commercial side-slip angle solutions are available but they are prohibitively expensive and are only suitable for use during vehicle development and performance evaluation. They are also restricted to small side-slip angles and give unsatisfactory results at low speeds and over uneven terrain. Previous research has proven that digital image correlation can be used to accurately measure vehicle side-slip angle over rough off-road terrain using inexpensive, off-the-shelf cameras. However, side-slip angle calculations were performed in post processing from pre-recorded footage and not implemented in real time due to the large computational times of the novel algorithms developed. This paper describes the improvements made to the algorithms that enable real-time implementation. The side-slip angle is measured using a single camera pointing downwards to the terrain and digital image correlation. The sensor is tested on a flat surface using a rig that allows for validation. The maximum sampling frequency and accuracy are investigated. The system is shown to measure accurately and in real-time up to 100 km/h speeds.en_ZA
dc.description.departmentMechanical and Aeronautical Engineeringen_ZA
dc.description.embargo2020-02-01
dc.description.librarianhj2019en_ZA
dc.description.sponsorshipThe European Union Horizon 2020 Framework Program, Marie Sklodowska-Curie actions, under grant agreement No. 645736.en_ZA
dc.description.urihttp://www.elsevier.com/locate/jterraen_ZA
dc.identifier.citationJohnson, D.K., Botha, T.R. & Els, P.S. 2019, 'Real-time side-slip angle measurements using digital image correlation', Journal of Terramechanics, vol. 81, pp. 35-42.en_ZA
dc.identifier.issn0022-4898 (print)
dc.identifier.issn1879-1204 (online)
dc.identifier.other10.1016/j.jterra.2018.08.001
dc.identifier.urihttp://hdl.handle.net/2263/68379
dc.language.isoenen_ZA
dc.publisherElsevieren_ZA
dc.rights© 2018 ISTVS. Published by Elsevier Ltd. All rights reserved. Notice : this is the author’s version of a work that was accepted for publication in Journal of Terramechanics. Changes resulting from the publishing process, such as peer review, editing, corrections, structural formatting, and other quality control mechanisms may not be reflected in this document. A definitive version was subsequently published in Journal of Terramechanics, vol. 81, pp. 35-42, 2019. doi : 10.1016/j.jterra.2018.08.001.en_ZA
dc.subjectComputer visionen_ZA
dc.subjectSide-slip angleen_ZA
dc.subjectOff roaden_ZA
dc.subjectImage correlationen_ZA
dc.titleReal-time side-slip angle measurements using digital image correlationen_ZA
dc.typePostprint Articleen_ZA

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