Control Strategies to Steer and Drive an Autonomous 4WS4WD Ground Vehicle: A Review of MPC Approaches

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dc.contributor.author Simotwo, Job C.
dc.contributor.author Kamau, Stanley I.
dc.contributor.author Hinga, Peterson K.
dc.date.accessioned 2024-09-19T07:56:45Z
dc.date.available 2024-09-19T07:56:45Z
dc.date.issued 2024-09-19
dc.identifier.citation HingaPK2019 en_US
dc.identifier.uri http://localhost/xmlui/handle/123456789/6487
dc.description Proceedings of the Sustainable Research and Innovation Conference, JKUAT Main Campus, Kenya 8- 10 May, 2019 en_US
dc.description.abstract The uptake in electric vehicles has led to a keen debate and need for the development of autonomous ground vehicles (AGV). AGVs are equipped with an increasing number of actuators which aid to actively control its lateral and longitudinal dynamics. Amidst the varied road terrains, precision in coordination is of the essence. In that regard, manoeuvrability, accuracy, and controllability are vital aspects to consider in the design of an AGV controller. The four-wheel steer and four-wheel drive (4WS4WD) architecture is one such AGV technology that offers the challenge of over actuation and nonlinearity. The paper reviews the AGV dynamics and scholarly approaches to handling control task amidst the AGV challenges. Keywords- Autonomous Ground Vehicle, drive, Model Predictive Control, steer en_US
dc.description.sponsorship Job C. Simotwo Stanley I. Kamau Peterson K. Hinga en_US
dc.language.iso en en_US
dc.publisher JKUAT-COETEC en_US
dc.subject Autonomous Ground Vehicle en_US
dc.subject Drive en_US
dc.subject Model Predictive Control en_US
dc.subject Steer en_US
dc.title Control Strategies to Steer and Drive an Autonomous 4WS4WD Ground Vehicle: A Review of MPC Approaches en_US
dc.type Article en_US


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