Modeling Automobile Interference due to Midblock Pedestrian Activity on Urban Street Segments

Forde, Albert; Daniel, Janice; Maina, Eugene Vida

doi:10.1061/jtepbs.0000115

Cited by 3 publications

(2 citation statements)

References 19 publications

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“…[ 109 ] While gender has no significant effect on walking speeds, teenagers and the elderly walk slower than young and middle‐aged adults. [ 109,110 ] Distractions, such as cellphone use, can reduce pedestrian walking speeds. [ 44 ]…”

Section: Human Behaviour Studies On Interactionsmentioning

confidence: 99%

“…[109] While gender has no significant effect on walking speeds, teenagers and the elderly walk slower than young and middle-aged adults. [109,110] Distractions, such as cellphone use, can reduce pedestrian walking speeds. [44] Walking behaviour can be simulated using microscopic pedestrian motion models, including cellular automata (CA) models, social force (SF) models, and learning-based approaches.…”

Section: Communicationsmentioning

confidence: 99%

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Social Interaction‐Aware Dynamical Models and Decision‐Making for Autonomous Vehicles

Crosato,

Tian,

Shum

et al. 2023

Advanced Intelligent Systems

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Interaction‐aware autonomous driving (IAAD) is a rapidly growing field of research that focuses on the development of autonomous vehicles (AVs) that are capable of interacting safely and efficiently with human road users. This is a challenging task, as it requires the AV to be able to understand and predict the behaviour of human road users. In this literature review, the current state of IAAD research is surveyed. Commencing with an examination of terminology, attention is drawn to challenges and existing models employed for modeling the behaviour of drivers and pedestrians. Next, a comprehensive review is conducted on various techniques proposed for interaction modeling, encompassing cognitive methods, machine‐learning approaches, and game‐theoretic methods. The conclusion is reached through a discussion of potential advantages and risks associated with IAAD, along with the illumination of pivotal research inquiries necessitating future exploration.

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Section: Human Behaviour Studies On Interactionsmentioning

confidence: 99%