A review of intelligent driving style analysis systems and related artificial intelligence algorithms
GAM Meiring, HC Myburgh - Sensors, 2015 - mdpi.com
In this paper the various driving style analysis solutions are investigated. An in-depth
investigation is performed to identify the relevant machine learning and artificial intelligence …
investigation is performed to identify the relevant machine learning and artificial intelligence …
A comprehensive review of driver behavior analysis utilizing smartphones
Human factors are the primary catalyst for traffic accidents. Among different factors, fatigue,
distraction, drunkenness, and/or recklessness are the most common types of abnormal …
distraction, drunkenness, and/or recklessness are the most common types of abnormal …
Driver behavior detection and classification using deep convolutional neural networks
Driver behavior monitoring system as Intelligent Transportation Systems (ITS) have been
widely exploited to reduce the traffic accidents risk. Most previous methods for monitoring …
widely exploited to reduce the traffic accidents risk. Most previous methods for monitoring …
Risk assessment using portable devices
J Stempora - US Patent 9,053,516, 2015 - Google Patents
6,529,723 B1 3/2003 Bentley 2012, 0004933 A1 1/2012 Foladare et al. 6,594,579 B1
7/2003 Lowrey et al. 2012/0010906 A1 1/2012 Foladare et al. 6,636,790 B1 10/2003 …
7/2003 Lowrey et al. 2012/0010906 A1 1/2012 Foladare et al. 6,636,790 B1 10/2003 …
Driver behavior profiling using smartphones: A low-cost platform for driver monitoring
Today's smartphones and mobile devices typically embed advanced motion sensors. Due to
their increasing market penetration, there is a potential for the development of distributed …
their increasing market penetration, there is a potential for the development of distributed …
Smartphone-based vehicle telematics: A ten-year anniversary
Just as it has irrevocably reshaped social life, the fast growth of smartphone ownership is
now beginning to revolutionize the driving experience and change how we think about …
now beginning to revolutionize the driving experience and change how we think about …
Wearable medical sensor-based system design: A survey
A Mosenia, S Sur-Kolay… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
Wearable medical sensors (WMSs) are garnering ever-increasing attention from both the
scientific community and the industry. Driven by technological advances in sensing, wireless …
scientific community and the industry. Driven by technological advances in sensing, wireless …
Intermittent gps-aided vio: Online initialization and calibration
In this paper, we present an efficient and robust GPS-aided visual inertial odometry (GPS-
VIO) system that fuses IMU-camera data with intermittent GPS measurements. To perform …
VIO) system that fuses IMU-camera data with intermittent GPS measurements. To perform …
Smartphone-based adaptive driving maneuver detection: A large-scale evaluation study
The proliferation of connected mobile devices together with advances in their sensing
capacity has enabled a new distributed telematics platform. In particular, smartphones can …
capacity has enabled a new distributed telematics platform. In particular, smartphones can …
Analysis of accident risks from driving behaviors
T Osafune, T Takahashi, N Kiyama, T Sobue… - International journal of …, 2017 - Springer
Detecting aggressive driving behavior is essential for safe transport systems as it leads to
the awareness of risks of accidents. Using smartphone-equipped sensors would be …
the awareness of risks of accidents. Using smartphone-equipped sensors would be …