SYSTEM AND METHOD FOR MONITORING DRIVING BEHAVIOR OF A DRIVER

Patent №

US 9,702,703

Granted

2017-07-11

Filed 2016

Owner

TATA CONSULTANCY SERVICES LIMITED

Lab

AI components

4

ml · vision · kr · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15074641

This disclosure relates generally to data processing, and more particularly to a system and method for monitoring driving behavior of a driver. In one embodiment, a system (102) for monitoring driving behavior of a driver is disclosed. The system (102) may configure a processor (202) to execute computer-readable instructions (208) stored in a memory (206) in order to: capture a plurality of acceleration samples; compute Kurtosis values and Skewness values corresponding to a set of acceleration samples; filter the Kurtosis values; determine a probability distribution function of the filtered Kurtosis values; compute a mean and a standard deviation associated with the filtered Kurtosis values; determine a first threshold for each driver based upon the mean and the standard deviation; compute a first score for each driver based upon the first threshold and the number of trips; determine a second threshold; compute a second score for each driver based upon the second threshold and the number of trips; and evaluate driving behavior of a driver based upon the first score and the second score.

AI classification

Planning1.00
Machine learning1.00
Knowledge representation0.94
Vision0.67
AI hardware0.38
Evolutionary computation0.01
Natural language0.01
Speech0.00

Ownership

TATA CONSULTANCY SERVICES LIMITED

assignment · 380470812

Assignors

CHOWDHURY, ARIJIT, CHAKRAVARTY, TAPAS, BANERJEE, TANUSHREE, PURUSHOTHAMAN, BALAMURALIDHAR

On an employer assignment, the assignors are typically the inventors.

From the same owner

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