منابع مشابه
Data Fusion for Driver Behaviour Analysis
A driver behaviour analysis tool is presented. The proposal offers a novel contribution based on low-cost hardware and advanced software capabilities based on data fusion. The device takes advantage of the information provided by the in-vehicle sensors using Controller Area Network Bus (CAN-BUS), an Inertial Measurement Unit (IMU) and a GPS. By fusing this information, the system can infer the ...
متن کاملAnalysis of in-vehicle driver behaviour data for improved safety
Automotive safety is an important criterion for consumers, manufacturers and government regulators when considering vehicle design and driver operation. The availability of a driver classification system, based on in-vehicle operating data, offers a useful tool to create a safer transportation environment. In this paper, several mathematical strategies will be presented to analyse collected veh...
متن کاملLane data fusion for driver assistance systems
The objective of the presented fusion algorithms is to supply driver assistance systems (DAS), e.g. an advanced adaptive cruise control (ACC), with one ore more hypotheses of the possible lane layout in front of the own vehicle. Different sources of information are considered, namely line markings detected by a video-sensor, information derived from trajectories of moving objects and data from ...
متن کاملDriver aggressiveness detection via multisensory data fusion
Detection of driver aggressiveness is a significant method in terms of safe driving. Every year, a vast number of traffic accidents occur due to aggressive driving behaviour. These traffic accidents cause fatalities, severe disorders and huge economical cost. Therefore, detection of driver aggressiveness could help in reducing the number of traffic accidents by warning related authorities to ta...
متن کاملMultisensor Data Fusion Strategies for Advanced Driver Assistance Systems
Multisensor data fusion and integration is a rapidly evolving research area that requires interdisciplinary knowledge in control theory, signal processing, artificial intelligence, probability and statistics, etc. Multisensor data fusion refers to the synergistic combination of sensory data from multiple sensors and related information to provide more reliable and accurate information than coul...
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ژورنال
عنوان ژورنال: Sensors
سال: 2015
ISSN: 1424-8220
DOI: 10.3390/s151025968