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Title: CHARACTERIZING ROAD ROUGHNESS BY WAVELET TRANSFORM
Accession Number: 00982151
Record Type: Component
Record URL: Availability: Transportation Research Board Business Office 500 Fifth Street, NW Find a library where document is available Abstract: Summary roughness statistics are commonly used by highway agencies to characterize road roughness profiles to provide convenient numerical indices for pavement performance monitoring and management planning. Many different roughness indices have been used by different highway agencies worldwide. Unfortunately, since different indices are computed with different considerations and mathematical procedures, they often do not correlate with one another well. This presents a practical problem for exchange of information and experience among practitioners or highway agencies. A proposal is presented for the use of wavelet transform to overcome this problem. Wavelet transform can represent detailed pavement roughness features of different wavelengths quantitatively in terms of wavelet energy. The usefulness of wavelet transform representation of pavement roughness profiles was studied by analyzing the roughness data of 200 flexible pavement and 200 rigid pavement sections. Comparisons were made with four common roughness indices, namely, the international roughness index (IRI), root-mean-square vertical acceleration (RMSVA), mean absolute vertical acceleration (MAVA), and slope variance (SV). It was found that IRI, RMSVA, MAVA, and SV had pairwise coefficients of multiple determination (R-squared) ranging from 0.18 to 0.75. But wavelet energy statistics had an R-squared of at least 0.857 with each of the roughness indices. Therefore, wavelet energy statistics can be a useful common basis to relate different forms of pavement roughness measures.
Supplemental Notes: This paper appears in Transportation Research Record No. 1869, Pavement Rehabilitation, Strength and Deformation Characteristics, and Surface Properties 2004.
Monograph Title: PAVEMENT REHABILITATION, STRENGTH AND DEFORMATION CHARACTERISTICS, AND SURFACE PROPERTIES 2004 Monograph Accession #: 00982133
Language: English
Corporate Authors: Transportation Research Board 500 Fifth Street, NW Authors: Wei, LFwa, T FPagination: p. 152-158
Publication Date: 2004
Serial: ISBN: 0309094631
Features: Figures
(1)
; References
(9)
; Tables
(4)
TRT Terms: Identifier Terms: Uncontrolled Terms: Subject Areas: Design; Highways; Pavements; I22: Design of Pavements, Railways and Guideways; I23: Properties of Road Surfaces
Files: TRIS, TRB, ATRI
Created Date: Nov 11 2004 12:00AM
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