SIMPLE DIAGNOSIS METHOD OF ROAD SURFACE ROUGHNESS BY SVM USING ROAD SURFACE PROFILE AND STANDARD DEVIATION AS EXPLANATORY VARIABLES

DOI Web Site 1 Citations 6 References

Bibliographic Information

Other Title
  • 説明変数に路面プロファイルと標準偏差を用いたSVMによる路面平坦性の簡易診断手法

Description

<p> Recently, various kinds of sensors, such as GPS, acceleration sensor and so on, can be installed on the common electric devices like a smartphone. These progress of the electric device enables to accumulate both of highly precise and large volume data with low costs. We focus on the acceleration data measured by smartphone, and propose a simple diagnosis method of road surface roughness, which considers both of an index on road profile and the standard deviation of acceleration data into up-down direction, is developed using SVM (Support Vector Machine) technique. In this paper, the outline of the diagnosis method is explained, and its availability is discussed.</p>

Journal

Citations (1)*help

See more

References(6)*help

See more

Keywords

Details 詳細情報について

Report a problem

Back to top