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Journal ArticleDOI

Numerical Simulation and Analysis Procedure for Model-based Digital Driving Dependability in Intelligent Transport System

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TLDR
Based on numerical simulation and analysis procedure for measurement of digital driving shaping behaviour, a methodology for model-based digital driving dependability analysis in intelligent transport system is presented to provide a new solution for enhancing traffic safety.
Abstract
Based on numerical simulation and analysis procedure for measurement of digital driving shaping behaviour, this paper presents a methodology for model-based digital driving dependability analysis in intelligent transport system. First of all, the new role of driver in intelligent traffic information network environment has been described in enough detail, and then an algorithm for measuring dependability for both digital driving and normal driving has been developed for understanding digital driving error mechanisms. The emphasis of this paper is placed on modelling of digital driving reliability and simulating of digital driving safety by considering the influence of digital driving behaviour shaping factors. The objective of model-based driving dependability analysis is to provide a new solution for enhancing traffic safety.

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Citations
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Journal ArticleDOI

A Neural Network Model for Driver’s Lane-Changing Trajectory Prediction in Urban Traffic Flow

TL;DR: The test results indicate that BP neural network might be an accurate prediction of driver’s lane-changing behavior in urban traffic flow and confirm that the vehicle trajectory is influenced previously by the collected data.
Journal ArticleDOI

Driver's various information process and multi-ruled decision-making mechanism: a fundamental of intelligent driving shaping model

TL;DR: This paper describes driver's deceleration and acceleration behavior based on driving situation awareness in the car–following process, and then presents several driving models for analysis of driver's safety approaching behavior in traffic operation.
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Robust and Real-Time Traffic Lights Recognition in Complex Urban Environments

TL;DR: Experimental results show that the proposed algorithm works effectively and robustly for traffic lights recognition in complex urban environments.
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a real-time lane detection algorithm based on intelligent ccd parameters regulation

TL;DR: A new lane detection method based on intelligent CCD parameters regulation is introduced which enhances the contrast between lane line and road surfaces and reduces image noise, so it lays a good foundation for the following lane detection.
Journal ArticleDOI

An Improved Model for Headway-Based Bus Service Unreliability Prevention with Vehicle Load Capacity Constraint at Bus Stops

TL;DR: The results show that the improved model is closer to the real bus route service, and using real-time information to predict potential service unreliability and trigger in-time preventive control can reduce bus bunching and avoid big gap.
References
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Book

Skills, rules, and knowledge; signals, signs, and symbols, and other distinctions in human performance models

TL;DR: In this paper, a discussion of the requirement for different types of models for representing performance at the skill-, rule-, and knowledge-based levels, together with a review of the different levels in terms of signals, signs, and symbols is presented.
Journal ArticleDOI

Skills, rules, and knowledge; signals, signs, and symbols, and other distinctions in human performance models

TL;DR: A discussion is presented of the requirement for different types of models for representing performance at the skill-, rule-, and knowledge-based levels, together with a review of the different levels in terms of signals, signs, and symbols.
Journal ArticleDOI

Measurement of Situation Awareness in Dynamic Systems

TL;DR: Two studies are presented that investigate questions of validity and intrusiveness regarding a query-based technique that requires that a simulation of the operational tasks be momentarily interrupted in order to query operators on their situation awareness.
Journal ArticleDOI

Ecological interface design: theoretical foundations

TL;DR: A theoretical framework for designing interfaces for complex human-machine systems, based on the skills, rules, and knowledge taxonomy of cognitive control, is proposed, and three prescriptive design principles are suggested to achieve this objective.
Book ChapterDOI

Dependability: Basic Concepts and Terminology

TL;DR: This document is aimed at giving informal but precise definitions characterizing the various attributes of computing systems dependability.
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