Abstract
Higher accuracy of various road states, such as dry, wet, slush, snowy, icy in addition to friction rate on the road have to be determined in realtime using various environmental sensors to realize safe driving and autonomous electric vehicle system (EV) in snow country. This road state information is not only exchanged directly between EVs through V2X, but also collected into cloud servers on Internet and organized as wide area road state information platform for ordinal users to present as a viewer system of the road state using smartphone and tablet terminals. In this paper, the road states measurement results by the previous and the new road sensor systems are analyzed and compared through experimental prototype system and the performance and accuracy of those systems are discussed.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Similar content being viewed by others
References
Takata, T., Tokunaga, R., Takahashi, N.: Type of winter traffic accidents on national roads in Hokkaido. In: The 53th Hokkaido Development Technology Research Conference, Civil Engineering Research Institute, February 2010
Police department in Hokkaido, The Actual State of Winter Typed Traffic Accidents, November 2018. https://www.police.pref.hokkaido.lg.jp/info/koutuu/fuyumichi/blizzard.pdf
Sato, G., Sakuraba, A., Arai, Y., Saito, Y., Hakura, J., Shibata, Y.: A new road state information platform based on crowed sensing on challenged network environment. Internet Things 18(6), 100214 (2020). https://doi.org/10.1016/j.iot.2020.100214
Sakuraba, A., Sato, G., Uchida, N., Shibata, Y.: Performance evaluation of 2-wavelength cognitive wireless network for V2X communication. Int. J. Mob. Comput. Multimedia Commun. (IJMCMC) 11(4), 84–102 (2020)
Takahashi, N., Tokunaga, R.A., Sato, T., Ishikawa, N.: Road surface temperature model accounting for the effects of surrounding environment. J. Japan. Soc. Snow Ice 72(6), 377–390 (2010)
Fujimoto, A., Nakajima, T., Sato, K., Tokunaga, R., Takahashi, N., Ishida, T.: Route-based forecasting of road surface temperature by using Meshed Air temperature data. In: JSSI&JSSE Joint Conference, pp. P1–34, September 2018
Saida, A., Sato, K., Nakajima, T., Tokunaga, R., Sato, G.: A studay of route based forecast of road surface condition by melting and feezing mass estamation method using weather mesh data. In: JSSI&JSSE Joint Conference, pp. P2–57, September 2018
Hoshi, T., Saida, A., Nakajima, T., Tokunaga, R., Sato, M., Sato, K.: Basic consideration of wide-scale road surface snowy and ICY conditions using weather mesh data. Monthly Rep. Civ. Eng. Res. Inst. Cold Reg. 800, 28–34 (2020)
Fujita, S., Tomiyama, K., Abliz, N., Kawamura, A.: Development of a roughness data collection system for Urban roads by use of a mobile profilometer and GIS. J. Jpn. Soc. Civ. Eng. 69(2), I_90–I_97 (2013)
Yagi, K.: AMeasuring method of roadsurface longitudinal profile from sprung acceleraionand verification with road profiler. J. Jpn. Soc. Civ. Eng. 69(3), I_1–I_7 (2013)
Mizuno, H., Nakatsuji, T., Shirakawa, T., Kawamura, A.: A Statistical model for estimating road surface conditions in winter. In: The Society of Civil Engineers, Proceedings of Infrastructure Planning (CD-ROM), December 2006
Saida, A., Fujimoto, A., Fukuhara, T.: Forecasting model of road surface temperature along a road network by heat balance method. J. Civ. Eng. Jpn. 69(1), 1–11 (2013)
Okubo, K., Takahashi, J., Takechi, H., Sakurai, T., Kokubu, T.: Possibility of blizzard detection by on-board camera and AI technology. Monthly Rep. Civ. Eng. Res. Inst. Cold Reg. 798, 32–37 (2019)
Takiguchi, K., et al.: Trial of quasi-electrical field technologyto asutomobile tire sensing. In: Annual conference on Automobile Technology Association, pp. 417–20145406, May 2014
Acknowledgments
The research was supported by Japan Keiba Association Grant Numbers 2021M-198, JSPS KAKENHI Grant Numbers JP 20K11773, Strategic Information and Strategic Research Project Grant by Iwate Prefectural University in 2021.
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2022 The Author(s), under exclusive license to Springer Nature Switzerland AG
About this paper
Cite this paper
Shibata, Y., Sakuraba, A. (2022). Comparative Road State Decision Making Results by Various Environmental Sensors on Public Winter Road. In: Barolli, L., Miwa, H. (eds) Advances in Intelligent Networking and Collaborative Systems. INCoS 2022. Lecture Notes in Networks and Systems, vol 527. Springer, Cham. https://doi.org/10.1007/978-3-031-14627-5_4
Download citation
DOI: https://doi.org/10.1007/978-3-031-14627-5_4
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-031-14626-8
Online ISBN: 978-3-031-14627-5
eBook Packages: Intelligent Technologies and RoboticsIntelligent Technologies and Robotics (R0)