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Driving an automobile involves the tasks of observing surroundings, then making a driving decision based on these observations (steer, brake, coast, etc.). In autonomous driving, all these tasks have to be automated. Autonomous driving…

人工智能 · 计算机科学 2021-10-27 Suraj Kothawade , Vinaya Khandelwal , Kinjal Basu , Huaduo Wang , Gopal Gupta

Before the era of fully automated vehicles, human is consistently an indispensable part of the driving system. Various studies have investigated drivers' cooperation with the vehicle under different conditions. In this article, we analyzed…

人机交互 · 计算机科学 2024-05-30 Yan Zhang

The driving interaction-a critical yet complex aspect of daily driving-lies at the core of autonomous driving research. However, real-world driving scenarios sparsely capture rich interaction events, limiting the availability of…

机器人学 · 计算机科学 2024-12-03 Xiyan Jiang , Xiaocong Zhao , Yiru Liu , Zirui Li , Peng Hang , Lu Xiong , Jian Sun

Intuitive interaction has long been seen as a highly user-friendly method. There are attempts to implement intuitive interfaces in vehicles in both research and industrial, such as voice commands. However, there is a lack of exploration in…

人机交互 · 计算机科学 2023-11-08 Yueteng Yu , Yan Zhang , Gary Burnett

Since Automated Driving Systems are not expected to operate flawlessly, Automated Vehicles will require human assistance in certain situations. For this reason, teleoperation offers the opportunity for a human to be remotely connected to…

机器人学 · 计算机科学 2024-04-29 Maria-Magdalena Wolf , Richard Taupitz , Frank Diermeyer

Level 3 automated driving systems allows drivers to engage in secondary tasks while diminishing their perception of risk. In the event of an emergency necessitating driver intervention, the system will alert the driver with a limited window…

人机交互 · 计算机科学 2025-08-08 Wei Xiang , Muchen Li , Jie Yan , Manling Zheng , Hanfei Zhu , Mengyun Jiang , Lingyun Sun

As autonomous vehicles have benefited the society, understanding the dynamic change of humans' trust during human-autonomous vehicle interaction can help to improve the safety and performance of autonomous driving. We designed and conducted…

人机交互 · 计算机科学 2019-07-19 Shili Sheng , Erfan Pakdamanian , Kyungtae Han , BaekGyu Kim , Prashant Tiwari , Inki Kim , Lu Feng

Expert human drivers perform actions relying on traffic laws and their previous experience. While traffic laws are easily embedded into an artificial brain, modeling human complex behaviors which come from past experience is a more…

多智能体系统 · 计算机科学 2019-03-05 Giulio Bacchiani , Daniele Molinari , Marco Patander

This study presents a novel approach for modeling and simulating human-vehicle interactions in order to examine the effects of automated driving systems (ADS) on driving performance and driver control workload. Existing driver-ADS…

机器人学 · 计算机科学 2022-10-26 Kenechukwu C. Mbanisi , Hideyuki Kimpara , Zhi Li , Danil Prokhorov , Michael A. Gennert

A key factor to optimal acceptance and comfort of automated vehicle features is the driving style. Mismatches between the automated and the driver preferred driving styles can make users take over more frequently or even disable the…

人机交互 · 计算机科学 2023-04-17 Zhaobo K. Zheng , Kumar Akash , Teruhisa Misu , Vidya Krishmoorthy , Miaomiao Dong , Yuni Lee , Gaojian Huang

Trust is essential for automated vehicles (AVs) to promote and sustain technology acceptance in human-dominated traffic scenarios. However, computational trust dynamic models describing the interactive relationship between the AVs and…

系统与控制 · 电气工程与系统科学 2022-08-09 Mehmet Fatih Ozkan , Yao Ma

This study presents the outcomes of empirical investigations pertaining to human-vehicle interactions involving an autonomous vehicle equipped with both internal and external Human Machine Interfaces (HMIs) within a crosswalk scenario. The…

人机交互 · 计算机科学 2023-12-14 Rubén Izquierdo , Javier Alonso , Ola Benderius , Miguel Ángel Sotelo , David Fernández Llorca

Autonomous driving has become one of the most popular research topics within Artificial Intelligence. An autonomous vehicle is understood as a system that combines perception, decision-making, planning, and control. All of those tasks…

机器人学 · 计算机科学 2023-06-01 Mariana Pinto , Inês Dutra , Joaquim Fonseca

Current validation methods often rely on recorded data and basic functional checks, which may not be sufficient to encompass the scenarios an autonomous vehicle might encounter. In addition, there is a growing need for complex scenarios…

机器人学 · 计算机科学 2024-02-08 Marc Kaufeld , Rainer Trauth , Johannes Betz

Each year, multi-modal interaction continues to grow within both industry and academia. However, researchers have yet to fully explore the impact of multi-modal systems on learning and memory retention. This research investigates how…

人机交互 · 计算机科学 2025-09-09 Omar Elgohary , Zhu-Tien

Understanding occupant-vehicle interactions by modeling control transitions is important to ensure safe approaches to passenger vehicle automation. Models which contain contextual, semantically meaningful representations of driver states…

计算机视觉与模式识别 · 计算机科学 2022-11-15 Akshay Rangesh , Nachiket Deo , Ross Greer , Pujitha Gunaratne , Mohan M. Trivedi

The Multi-modal Large Language Models (MLLMs) with extensive world knowledge have revitalized autonomous driving, particularly in reasoning tasks within perceivable regions. However, when faced with perception-limited areas (dynamic or…

计算机视觉与模式识别 · 计算机科学 2025-01-03 Mingliang Zhai , Cheng Li , Zengyuan Guo , Ningrui Yang , Xiameng Qin , Sanyuan Zhao , Junyu Han , Ji Tao , Yuwei Wu , Yunde Jia

With the automotive industry transitioning towards conditionally automated driving, takeover warning systems are crucial for ensuring safe collaborative driving between users and semi-automated vehicles. However, previous work has focused…

This article outlines the architecture of autonomous driving and related complementary frameworks from the perspective of human comfort. The technical elements for measuring Autonomous Vehicle (AV) user comfort and psychoanalysis are listed…

机器人学 · 计算机科学 2023-06-19 Mohammed Aledhari , Mohamed Rahouti , Junaid Qadir , Basheer Qolomany , Mohsen Guizani , Ala Al-Fuqaha

Self-driving vehicles are a maturing technology with the potential to reshape mobility by enhancing the safety, accessibility, efficiency, and convenience of automotive transportation. Safety-critical tasks that must be executed by a…

机器人学 · 计算机科学 2016-04-27 Brian Paden , Michal Cap , Sze Zheng Yong , Dmitry Yershov , Emilio Frazzoli