2018
DOI: 10.1088/1757-899x/392/6/062156
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Data Cleaning of Speed Monitoring Based on Driving Behavior Characteristics for Commercial Vehicle

Abstract: There are lots of speed monitoring data in the commercial vehicle monitoring system, and the accuracy of the data depends on accuracy of the analysis for driving behavior characteristics. In this paper, the driving behavior characteristics for commercial vehicles is analyzed so that six common types of errors for vehicle monitoring data are obtained, such as false date for time information, outlying high/low speed values, zero-speed signal drift, false zero-speed records, outlying acceleration/deceleration val… Show more

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