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Application of a Machine Learning Method to Evaluate Road Roughness from Connected Vehicles

Source: Journal of Transportation Engineering, Part B: Pavements:;2018:;Volume ( 144 ):;issue: 004

Author(s): Zhang Zhiming;Sun Chao;Bridgelall Raj;Sun Mingxuan

Publisher: American Society of Civil Engineers

Abstract: Response-type methods have been widely used for road roughness evaluation. However, an important limitation is that they require calibration to account for response and speed variations among instrumented vehicles. The ...

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IUTAM Invited Symposium Paper Abstracts

Source: Applied Mechanics Reviews:;1993:;volume( 046 ):;issue: 012:;page 547

Author(s): I. D. Abrahams; L. M. Brock; M. V. de Hoop; G. R. Wickham; Zhiming Sun; K. Asada; H. Fukuoka; M. F. Beatty; M. A. Hayes; P. Boulanger; M. A. Hayes; Adrianus T. de Hoop; Yubin Fu; Gearoid P. MacSithigh; Michael G. Hilgers; Francesco Mainardi; E. Matsumoto; G. A. Maugin; R. W. Ogden; Piotr Perzyna; D. J. Smit; M. V. de Hoop; P. L. Christiansen; P. S. Lomdahl; V. Muto; S. Rionero; Maria K. Duszek-Perzyna; Boris A. Malomed; P. Janele; A. Mioduchowski; L. Jiang; J. L. Wegner; X. Lin; D. A. Mandell; M. C. Singh; D. V. D. Tran; Franz Ziegler; Hans Irschik; P. Borejko; Gerard Gary; E. Rhian Green; John G. Harris; V. M. Markushevich; G. M. Steblov; A. S. Tsemahman; E. Nyland; V. M. Markushevich; M. M. Ayad; N. Daher; Wlodzimierz Domanski; Y. M. Gupta; Witold Kosinski; D. V. D. Tran; M. C. Singh; A. A. F. van de Ven; B. Maruszewski; B. Maruszewski; A. A. F. van de Ven; Shu-Ang Zhou; Paolo Cermelli; C. N. Thompson; B. Chen; V. I. Erofeyev; A. Morro; G. Caviglia; M. Ostoja-Starzewski; Federico J. Sabina; Valery P. Smyshlyaev; S. Erbay; Bastiaan P. de Hon; Andrew L. Kurkjian; J. C. Engineer; J. Lenz; Peter Schiavone; N. Sugimoto; R. J. Tait; Noboru Tanimoto; Hidekazu Fukuoka; Yihui Yin; Marcus Matthes; Robert Burridge; C. I. Christov; G. A. Maugin; J. E. Dunn; R. Dziecielak; Kozo Kawata; J. R. Klepaczko; Z. Konczak; Ray B. Stout; Susumu Tashiro; Sergio Kostek; Werner Hauger; Yuze Chen; J. L. Zhong; C. Freischlager; Adrianus T. de Hoop; H. A. Erbay; John R. Willis; D. F. Nelson; W. A. Green; Franco Pastrone; A. F. Ghaleb; A. S. Tsemahman; S. G. Kiselev; E. Yogeswaren; Han Zhao; F. Ziegler; Helmut Holl; J. Ballmann; Piotr Perzyna; H. A. Z. Hassan; A. Mosharafa

Publisher: The American Society of Mechanical Engineers (ASME)

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Application of a Machine Learning Method to Evaluate Road Roughness from Connected Vehicles

IUTAM Invited Symposium Paper Abstracts

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Application of a Machine Learning Method to Evaluate Road Roughness from Connected Vehicles

IUTAM Invited Symposium Paper Abstracts