A Comprehensive Review on Limitations of Autonomous Driving and Its Impact on Accidents and Collisions
The emergence of autonomous driving represents a pivotal milestone in the evolution of the transportation system, integrating seamlessly into the daily lives of individuals due to its array of advantages over conventional vehicles. However, self-driving cars pose numerous challenges contributing to...
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| Format: | Article |
| Language: | English |
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IEEE
2024-01-01
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| Series: | IEEE Open Journal of Vehicular Technology |
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| Online Access: | https://ieeexplore.ieee.org/document/10335609/ |
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| author | Amit Chougule Vinay Chamola Aishwarya Sam Fei Richard Yu Biplab Sikdar |
| author_facet | Amit Chougule Vinay Chamola Aishwarya Sam Fei Richard Yu Biplab Sikdar |
| author_sort | Amit Chougule |
| collection | DOAJ |
| description | The emergence of autonomous driving represents a pivotal milestone in the evolution of the transportation system, integrating seamlessly into the daily lives of individuals due to its array of advantages over conventional vehicles. However, self-driving cars pose numerous challenges contributing to accidents and injuries annually. This paper aims to comprehensively examine the limitations inherent in autonomous driving and their consequential impact on accidents and collisions. Using data from the DMV, NMVCCS, and NHTSA, the paper reveals the key factors behind self-driving car accidents. It delves into prevalent limitations faced by self-driving cars, encompassing issues like adverse weather conditions, susceptibility to hacking, data security concerns, technological efficacy, testing and validation intricacies, information handling, and connectivity glitches. By meticulously analyzing reported accidents involving self-driving cars during the period spanning 2019 to 2022, the research evaluates statistical data pertaining to fatalities and injuries across diverse accident classifications. Additionally, the paper delves into the ethical and regulatory dimensions associated with autonomous driving, accentuating the legal complexities that arise from accidents involving self-driving vehicles. This review assists researchers and professionals by identifying current autonomous driving limitations and offering insights for safer adoption. Addressing these limitations through research can transform transportation systems for the better. |
| format | Article |
| id | doaj-art-7c05e951884545f1a62b4ec14d71a4fa |
| institution | Kabale University |
| issn | 2644-1330 |
| language | English |
| publishDate | 2024-01-01 |
| publisher | IEEE |
| record_format | Article |
| series | IEEE Open Journal of Vehicular Technology |
| spelling | doaj-art-7c05e951884545f1a62b4ec14d71a4fa2025-01-30T00:04:25ZengIEEEIEEE Open Journal of Vehicular Technology2644-13302024-01-01514216110.1109/OJVT.2023.333518010335609A Comprehensive Review on Limitations of Autonomous Driving and Its Impact on Accidents and CollisionsAmit Chougule0https://orcid.org/0000-0002-7038-6944Vinay Chamola1https://orcid.org/0000-0002-6730-3060Aishwarya Sam2https://orcid.org/0009-0007-3917-1471Fei Richard Yu3https://orcid.org/0000-0003-1006-7594Biplab Sikdar4https://orcid.org/0000-0002-0084-4647Department of Electrical and Electronics Engineering & APPCAIR, Birla Institute of Technology and Science, Pilani, Pilani Campus, Pilani, IndiaDepartment of Electrical and Electronics Engineering & APPCAIR, Birla Institute of Technology and Science, Pilani, Pilani Campus, Pilani, IndiaDepartment of Computer Science and Information Systems, Birla Institute of Technology and Science, Pilani, Pilani Campus, Pilani, IndiaDepartment of Systems and Computer Engineering, Carleton University, Ottawa, ON, CanadaDepartment of Electrical and Computer Engineering, National University of Singapore, SingaporeThe emergence of autonomous driving represents a pivotal milestone in the evolution of the transportation system, integrating seamlessly into the daily lives of individuals due to its array of advantages over conventional vehicles. However, self-driving cars pose numerous challenges contributing to accidents and injuries annually. This paper aims to comprehensively examine the limitations inherent in autonomous driving and their consequential impact on accidents and collisions. Using data from the DMV, NMVCCS, and NHTSA, the paper reveals the key factors behind self-driving car accidents. It delves into prevalent limitations faced by self-driving cars, encompassing issues like adverse weather conditions, susceptibility to hacking, data security concerns, technological efficacy, testing and validation intricacies, information handling, and connectivity glitches. By meticulously analyzing reported accidents involving self-driving cars during the period spanning 2019 to 2022, the research evaluates statistical data pertaining to fatalities and injuries across diverse accident classifications. Additionally, the paper delves into the ethical and regulatory dimensions associated with autonomous driving, accentuating the legal complexities that arise from accidents involving self-driving vehicles. This review assists researchers and professionals by identifying current autonomous driving limitations and offering insights for safer adoption. Addressing these limitations through research can transform transportation systems for the better.https://ieeexplore.ieee.org/document/10335609/Autonomous vehiclesensor technologyaccident analysisvehicle safetyregulatory aspectsand ethical considerations |
| spellingShingle | Amit Chougule Vinay Chamola Aishwarya Sam Fei Richard Yu Biplab Sikdar A Comprehensive Review on Limitations of Autonomous Driving and Its Impact on Accidents and Collisions IEEE Open Journal of Vehicular Technology Autonomous vehicle sensor technology accident analysis vehicle safety regulatory aspects and ethical considerations |
| title | A Comprehensive Review on Limitations of Autonomous Driving and Its Impact on Accidents and Collisions |
| title_full | A Comprehensive Review on Limitations of Autonomous Driving and Its Impact on Accidents and Collisions |
| title_fullStr | A Comprehensive Review on Limitations of Autonomous Driving and Its Impact on Accidents and Collisions |
| title_full_unstemmed | A Comprehensive Review on Limitations of Autonomous Driving and Its Impact on Accidents and Collisions |
| title_short | A Comprehensive Review on Limitations of Autonomous Driving and Its Impact on Accidents and Collisions |
| title_sort | comprehensive review on limitations of autonomous driving and its impact on accidents and collisions |
| topic | Autonomous vehicle sensor technology accident analysis vehicle safety regulatory aspects and ethical considerations |
| url | https://ieeexplore.ieee.org/document/10335609/ |
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