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Vehicle System Dynamics
International Journal of Vehicle Mechanics and Mobility
Volume 47, 2009 - Issue 9
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Original Articles

Speed-independent vibration-based terrain classification for passenger vehicles

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Pages 1095-1113 | Received 21 Nov 2007, Accepted 03 Sep 2008, Published online: 13 Aug 2009

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Erick Fiorote Leite da Silva, Gabriel Lanzaro & Michelle Andrade. (2023) A fuzzy rule-based system for terrain classification in highway design. Transportation Planning and Technology 46:8, pages 1077-1092.
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G. N. Wilson, A. Ramirez-Serrano & Q. Sun. (2017) Geometric-based tyre vertical force estimation and stiffness parameterisation for automotive and unmanned vehicle applications. Vehicle System Dynamics 55:2, pages 168-190.
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Hui Wang, En Lu, Xin Zhao & Jialin Xue. (2023) Vibration and Image Texture Data Fusion-Based Terrain Classification Using WKNN for Tracked Robots. World Electric Vehicle Journal 14:8, pages 214.
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Roland Nagy, Alex Kummer, János Abonyi & István Szalai. (2023) Machine learning-based soft-sensor development for road quality classification. Journal of Vibration and Control, pages 107754632311833.
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Mohammad Khajenejad, Zeyuan Jin & Sze Zheng Yong. (2021) State and Unknown Terrain Estimation for Planetary Rovers via Interval Observers. Advanced Intelligent Systems 5:3.
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Zhiming ZhangChao SunRaj BridgelallMingxuan Sun. (2018) Application of a Machine Learning Method to Evaluate Road Roughness from Connected Vehicles. Journal of Transportation Engineering, Part B: Pavements 144:4, pages 04018043.
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Zhiming Zhang, Chao Sun, Raj Bridgelall & Mingxuan Sun. (2018) Road profile reconstruction using connected vehicle responses and wavelet analysis. Journal of Terramechanics 80, pages 21-30.
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Shifeng Wang, Sarath Kodagoda, Lei Shi & Hualin Wang. (2017) Road-Terrain Classification for Land Vehicles: Employing an Acceleration-Based Approach. IEEE Vehicular Technology Magazine 12:3, pages 34-41.
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Raj Bridgelall. (2015) Inertial Sensor Sample Rate Selection for Ride Quality Measures. Journal of Infrastructure Systems 21:2.
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Graeme N. Wilson & Alejandro Ramirez-Serrano. (2014) Terrain Roughness Identification for High-Speed UGVs. Journal of Automation and Control Research.
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Steven Verstockt, Viktor Slavkovikj, Olivier Janssens, Pieterjan De Potter, Jurgen Slowack & Rik Van de Walle. (2013) Web-based enrichment of bike sensor data for automatic geo-annotation. Web-based enrichment of bike sensor data for automatic geo-annotation.
Apichan Kanjanavapastit & Aphirak Thitinaruemit. (2013) Estimation of a Speed Hump Profile Using Quarter Car Model. Procedia - Social and Behavioral Sciences 88, pages 265-273.
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Shifeng Wang, Rami Khushaba & Sarath Kodagoda. (2012) Towards speed-independent road-type classification. Towards speed-independent road-type classification.
Graeme N. Wilson, Alejandro Ramirez-Serrano, Mahmoud Mustafa & Krispin A. Davies. 2012. Intelligent Robotics and Applications. Intelligent Robotics and Applications 387 396 .
Philippe Komma & Andreas Zell. (2010) Markov random field-based clustering of vibration data. Markov random field-based clustering of vibration data.
Ambroise Krebs, Cédric Pradalier & Roland Siegwart. (2009) Adaptive rover behavior based on online empirical evaluation: Rover–terrain interaction and near‐to‐far learning. Journal of Field Robotics 27:2, pages 158-180.
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