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Lane Changing Models: A Short Review
2021 IEEE 12th Control and System Graduate Research Colloquium (ICSGRC), 2021In general, drivers tend to change lane to have a convenient journey. Lane changing process give notable impact in traffic flow especially in congested road. Over the last decades, driving models are being develop with the intention to illustrate the behavior of vehicles.
Nur Ezzati Yunus +3 more
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Integrated Lane-Changing Models
2009This chapter summarizes a series of advances in lane changing models aiming at providing a more complete and integrated representation of drivers’ behaviors. These advances include the integration of mandatory and discretionary lane changes in a single framework, the inclusion of an explicit target lane choice in the decision process and the ...
Moshe Ben-Akiva +2 more
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Modeling Techniques for Driver's Lane Changing Behaviour
2018 9th International Conference on Computing, Communication and Networking Technologies (ICCCNT), 2018Advances in sensor technology and multi-core Graphical Processing Unit (GPU) is going to drive the future of self-driving vehicle. To mark a commercial success, it will require another 10-15years for such vehicles to come on the road for different safety reasons.
Disha Bhatt, Shilpa Gite
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Lane-Change Detection Using a Computational Driver Model
Human Factors: The Journal of the Human Factors and Ergonomics Society, 2007Objective: This paper introduces a robust, real-time system for detecting driver lane changes. Background: As intelligent transportation systems evolve to assist drivers in their intended behaviors, the systems have demonstrated a need for methods of inferring driver intentions and detecting intended maneuvers.
Dario D. Salvucci +3 more
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Calibration and Validation of Probabilistic Discretionary Lane-Change Models
IEEE Transactions on Intelligent Transportation Systems, 2014Lane changes are important in traffic flow operations. They cause differences in flow over lanes and determine in some cases the start of congestion. Whereas calibration and validation are commonly used with car-following models, this is not common practice with lane-change models.
Victor L. Knoop, Christine Buisson
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Lane Changing Interaction Behavior and Model
CICTP 2015, 2015Lane changing models are an essential component of microscopic traffic simulation. This paper considered the interaction among vehicles and investigated the lane changing interaction characteristics of vehicles and models of dynamic relationship by introducing the following required safe distance.
Da-yi Qu +3 more
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Validation of a Macroscopic Lane-Changing Model
Transportation Research Record: Journal of the Transportation Research Board, 2013Systematic lane changes inside a weaving area could lead to accidents and disrupt the entire traffic flow. Recently, a simple macroscopic lane-changing model that determines the number of lane changes from on-ramp flows and the number of lanes was proposed to describe traffic dynamics inside the lane-changing area at a merging section.
Qi-Jian Gan, Wen-Long Jin
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State Dependence in Lane-Changing Models
Transportation Research Record: Journal of the Transportation Research Board, 2009Lane changes have a substantial impact on traffic flow characteristics. The lane-changing model is therefore an important element in microscopic traffic simulations. Lane changing is commonly modeled in two steps: lane choice, which captures the desire to change lanes, and the decision about whether a desired lane change can be completed, which is ...
Tomer Toledo, Romina Katz
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Lane changing models: a critical review
Transportation Letters, 2010Lane changing maneuvers have a significant impact on macroscopic and microscopic characteristics of traffic flows due to the interference effect they have on surrounding traffic. Understanding the factors which affect drivers' lane changing behavior is important due to the implication of lane changing models in variety of traffic and transportation ...
Sara Moridpour, Majid Sarvi, Geoff Rose
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Modeling Integrated Lane-Changing Behavior
Transportation Research Record: Journal of the Transportation Research Board, 2003The lane-changing model is an important component within microscopic traffic simulation tools. Following the emergence of these tools in recent years, interest in the development of more reliable lane-changing models has increased. Lane-changing behavior is also important in several other applications such as capacity analysis and safety studies.
Tomer Toledo +2 more
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