15.3.1.3 Autonomous Vehicle Safety, Evaluation, Analysis

Chapter Contents (Back)
Autonomous Vehicles. Autonomous Vehicle, Safety. Safety.
See also Vehicle Trajectory Prediction.

Ozguner, U., Stiller, C., Redmill, K.A.,
Systems for Safety and Autonomous Behavior in Cars: The DARPA Grand Challenge Experience,
PIEEE(95), No. 2, February 2007, pp. 397-412.
IEEE DOI 0702
BibRef

Hanna, M.J., Kimmel, S.C.,
Current US Federal Policy Framework for Self-Driving Vehicles: Opportunities and Challenges,
Computer(50), No. 12, December 2017, pp. 32-40.
IEEE DOI 1801
Artificial intelligence, Autonomous automobiles, Computer security, Data privacy, Research and development, Safety, self-driving cars BibRef

Bila, C., Sivrikaya, F., Khan, M.A., Albayrak, S.,
Vehicles of the Future: A Survey of Research on Safety Issues,
ITS(18), No. 5, May 2017, pp. 1046-1065.
IEEE DOI 1705
Survey, Driver Assistance. Collision avoidance, Roads, Safety, Stereo vision, Taxonomy, Vehicles, Advanced driver assistance systems, collision avoidance, connected vehicles, intelligent vehicles, vehicle detection, vehicle, safety BibRef

Calo, R.[Ryan],
Is the Law Ready for Driverless Cars?,
CACM(61), No. 5, May 2018, pp. 34-36.
DOI Link 1805
Short answer: yes. BibRef

Jiang, Y., Liu, H., Song, H., Kong, H., Wang, R., Guan, Y., Sha, L.,
Safety-Assured Model-Driven Design of the Multifunction Vehicle Bus Controller,
ITS(19), No. 10, October 2018, pp. 3320-3333.
IEEE DOI 1810
Safety, Standards, Unified modeling language, Automata, Tools, Protocols, Data models, Multifunction vehicle bus, IEC-61375 BibRef

Ross, P.E.,
The curious incident of the robocar in the night-time,
Spectrum(55), No. 1, January 2018, pp. 44-45.
IEEE DOI 1801
automobiles, mobile robots, actual self-driving cars, level 0, level 1, level 2, level 3, level 4 autonomy, level 5, night-time, Safety BibRef

Coelingh, E., Nilsson, J., Buffum, J.,
Driving tests for self-driving cars,
Spectrum(55), No. 3, March 2018, pp. 40-45.
IEEE DOI 1804
automobiles, mobile robots, road safety, testing, Autoliv, Gothenburg, Sweden, Swedish auto-safety company, Volvo, Zenuity, Sensors BibRef

Bonnefon, J., Shariff, A., Rahwan, I.,
The trolley, the bull bar, and why engineers should care about the ethics of autonomous cars,
PIEEE(107), No. 3, March 2019, pp. 502-504.
IEEE DOI 1903
[point of view]. Autonomous automobiles, Autonomous vehicles, Ethics, Accidents, Road traffic, Vehicle safety, Market opportunities, Design methodology BibRef

Gerstmair, M., Melzer, A., Onic, A., Huemer, M.,
On the Safe Road Toward Autonomous Driving: Phase noise monitoring in radar sensors for functional safety compliance,
SPMag(36), No. 5, September 2019, pp. 60-70.
IEEE DOI 1909
Radar, Radar antennas, Antenna arrays, Sensors, Estimation, Radiation safety, Radiation monitoring BibRef

Yoo, J., Langari, R.,
A Predictive Perception Model and Control Strategy for Collision-Free Autonomous Driving,
ITS(20), No. 11, November 2019, pp. 4078-4091.
IEEE DOI 1911
Autonomous vehicles, Merging, Safety, Trajectory, Predictive models, Vehicle dynamics, Autonomous vehicles, naturalistic driving, model predictive control BibRef

Adamson, G., Havens, J.C., Chatila, R.,
Designing a Value-Driven Future for Ethical Autonomous and Intelligent Systems,
PIEEE(107), No. 3, March 2019, pp. 518-525.
IEEE DOI 1903
Ethics, Intelligent systems, Organizations, Robots, Autonomous veicles, Accidents, Social implications of technology, technology and society BibRef

Nascimento, A.M., Vismari, L.F., Molina, C.B.S.T., Cugnasca, P.S., Camargo, J.B., de Almeida, J.R., Inam, R., Fersman, E., Marquezini, M.V., Hata, A.Y.,
A Systematic Literature Review About the Impact of Artificial Intelligence on Autonomous Vehicle Safety,
ITS(21), No. 12, December 2020, pp. 4928-4946.
IEEE DOI 2012
Safety, Autonomous vehicles, Databases, Systematics, Bibliographies, Autonomous vehicles, safety, artificial intelligence, machine intelligence BibRef

Plebe, A., Lio, M.D.[M. Da], Bortoluzzi, D.,
On Reliable Neural Network Sensorimotor Control in Autonomous Vehicles,
ITS(21), No. 2, February 2020, pp. 711-722.
IEEE DOI 2002
Neural networks, Autonomous vehicles, Reliability, Computer architecture, Safety, Automobiles, ISO Standards, subsumption architecture BibRef

Berk, M., Schubert, O., Kroll, H.M., Buschardt, B., Straub, D.,
Exploiting Redundancy for Reliability Analysis of Sensor Perception in Automated Driving Vehicles,
ITS(21), No. 12, December 2020, pp. 5073-5085.
IEEE DOI 2012
Redundancy, Safety, Data models, Estimation, Reliability theory, Predictive models, Sensor systems, reliability engineering, sensor system reliability BibRef

Bakdi, A.[Azzeddine], Glad, I.K.[Ingrid Kristine], Vanem, E.[Erik],
Testbed Scenario Design Exploiting Traffic Big Data for Autonomous Ship Trials Under Multiple Conflicts With Collision/Grounding Risks and Spatio-Temporal Dependencies,
ITS(22), No. 12, December 2021, pp. 7914-7930.
IEEE DOI 2112
Marine vehicles, Navigation, Safety, Complexity theory, Testing, Seaports, Radar tracking, AIS, collision risk prediction, COLREGs, vessel safety domain BibRef

Basantis, A.[Alexis], Miller, M.[Marty], Doerzaph, Z.[Zachary], Neurauter, M.L.[M. Lucas],
Assessing Alternative Approaches for Conveying Automated Vehicle 'Intentions',
HMS(51), No. 6, December 2021, pp. 622-631.
IEEE DOI 2112
Safety, Human factors, Autonomous vehicles, Human computer interaction, Human-vehicle systems, trust BibRef

Wu, H.H.[Hui-Hui], Lyu, D.[Deyun], Zhang, Y.[Yanan], Hou, G.[Gang], Watanabe, M.[Masahiko], Wang, J.[Jie], Kong, W.Q.[Wei-Qiang],
A verification framework for behavioral safety of self-driving cars,
IET-ITS(16), No. 5, 2022, pp. 630-647.
DOI Link 2204
BibRef

Guo, L.X.[Long-Xiang], Jia, Y.Y.[Yun-Yi],
Anticipative and Predictive Control of Automated Vehicles in Communication-Constrained Connected Mixed Traffic,
ITS(23), No. 7, July 2022, pp. 7206-7219.
IEEE DOI 2207
Predictive control, Delays, Predictive models, Safety, Brakes, Acceleration, Vehicles, Human driving behaviors, connected mixed traffic BibRef

Cao, Z., Yang, D., Xu, S., Peng, H., Li, B., Feng, S., Zhao, D.,
Highway Exiting Planner for Automated Vehicles Using Reinforcement Learning,
ITS(22), No. 2, February 2021, pp. 990-1000.
IEEE DOI 2102
Road transportation, Safety, Reinforcement learning, Vehicle dynamics, Vehicles, Dynamics, Trajectory, Autonomous vehicle, reinforcement learning BibRef

Muhammad, K.[Khan], Ullah, A.[Amin], Lloret, J.[Jaime], del Ser, J.[Javier], de Albuquerque, V.H.C.[Victor Hugo C.],
Deep Learning for Safe Autonomous Driving: Current Challenges and Future Directions,
ITS(22), No. 7, July 2021, pp. 4316-4336.
IEEE DOI 2107
Roads, Task analysis, Safety, Automobiles, Accidents, Vehicles, Lane detection, Autonomous driving (AD), artificial intelligence, intelligent sensors BibRef

Ryan, C., Murphy, F., Mullins, M.,
End-to-End Autonomous Driving Risk Analysis: A Behavioural Anomaly Detection Approach,
ITS(22), No. 3, March 2021, pp. 1650-1662.
IEEE DOI 2103
Anomaly detection, Accidents, Safety, Autonomous vehicles, Regulators, Roads, Autonomous vehicle, accident risk, Gaussian process BibRef

Xie, G.Q.[Guo-Qi], Wu, W.[Wei], Zeng, G.[Gang], Li, R.[Renfa], Hu, S.Y.[Shi-Yan],
Risk Assessment and Development Cost Optimization in Software Defined Vehicles,
ITS(22), No. 6, June 2021, pp. 3675-3686.
IEEE DOI 2106
Safety, Reliability, Software, Task analysis, Optimization, ISO Standards, Real-time systems, Software defined vehicles, cost, reliability BibRef

Karmakar, G.[Gour], Chowdhury, A.[Abdullahi], Das, R.[Rajkumar], Kamruzzaman, J.[Joarder], Islam, S.[Syed],
Assessing Trust Level of a Driverless Car Using Deep Learning,
ITS(22), No. 7, July 2021, pp. 4457-4466.
IEEE DOI 2107
Autonomous automobiles, Cameras, Automobiles, Security, Global Positioning System, Safety, Laser radar, Driverless car, intelligent transportation system BibRef

Motwani, S.[Sachin], Sharma, T.[Tarun], Gupta, A.[Anubha],
Ethics in Autonomous Vehicle Software: The Dilemmas,
Computer(54), No. 8, August 2021, pp. 46-55.
IEEE DOI 2108
Industries, Ethics, Autonomous vehicles, Reliability engineering, Software reliability, Automobiles BibRef

Burton, S.[Simon], McDermid, J.A.[John Alexander], Garnett, P.[Philip], Weaver, R.[Rob],
Safety, Complexity, and Automated Driving: Holistic Perspectives on Safety Assurance,
Computer(54), No. 8, August 2021, pp. 22-32.
IEEE DOI 2108
Cognition, Vehicle safety, Complexity theory, Autonomous vehicles, Quality assurance BibRef

Hu, L.[Lin], Zhou, X.Q.[Xi-Qin], Zhang, X.[Xin], Wang, F.[Fang], Li, Q.Q.[Qi-Qi], Wu, W.G.[Wen-Guang],
A review on key challenges in intelligent vehicles: Safety and driver-oriented features,
IET-ITS(15), No. 9, 2021, pp. 1093-1105.
DOI Link 2108
BibRef

Liu, M.[Mushuang], Wan, Y.[Yan], Lewis, F.L.[Frank L.], Atkins, E.[Ella], Wu, D.P.O.[Da-Peng Oliver],
Statistical Properties and Airspace Capacity for Unmanned Aerial Vehicle Networks Subject to Sense-and-Avoid Safety Protocols,
ITS(22), No. 9, September 2021, pp. 5890-5903.
IEEE DOI 2109
Atmospheric modeling, Protocols, Safety, Analytical models, Capacity planning, Markov processes, Aircraft, airspace capacity management BibRef

Koopman, P.[Philip], Kuipers, B.[Benjamin], Widen, W.H.[William H.], Wolf, M.[Marilyn],
Ethics, Safety, and Autonomous Vehicles,
Computer(54), No. 12, December 2021, pp. 28-37.
IEEE DOI 2112
Ethics, Safety, Autonomous vehicles BibRef

Ahmed, M.L.[Mohammed Lawal], Iqbal, R.[Rahat], Karyotis, C.[Charalampos], Palade, V.[Vasile], Amin, S.A.[Saad Ali],
Predicting the Public Adoption of Connected and Autonomous Vehicles,
ITS(23), No. 2, February 2022, pp. 1680-1688.
IEEE DOI 2202
Autonomous vehicles, Vehicles, Machine learning, Safety, Predictive models, Autonomous automobiles, Roads, CAV adoption BibRef

Wang, Y.[Yibo], Xu, W.[Wei], Zhang, W.P.[Wen-Ping], Zhao, J.L.[J. Leon],
SafeDrive: A New Model for Driving Risk Analysis Based on Crash Avoidance,
ITS(23), No. 3, March 2022, pp. 2116-2129.
IEEE DOI 2203
Vehicles, Accidents, Safety, Acceleration, Analytical models, Logistics, Neural networks, Driving risk, safety space, deep learning BibRef

Fu, Y.C.[Yu-Chuan], Li, C.L.[Chang-Le], Yu, F.R.[Fei Richard], Luan, T.H.[Tom H.], Zhang, Y.[Yao],
A Survey of Driving Safety With Sensing, Vehicular Communications, and Artificial Intelligence-Based Collision Avoidance,
ITS(23), No. 7, July 2022, pp. 6142-6163.
IEEE DOI 2207
Sensors, Collision avoidance, Autonomous vehicles, Artificial intelligence, Reliability, Vehicles, Trajectory, connected autonomous vehicle BibRef

Yu, S.Y.[Shih-Yuan], Malawade, A.V.[Arnav Vaibhav], Muthirayan, D.[Deepan], Khargonekar, P.P.[Pramod P.], Faruque, M.A.A.[Mohammad Abdullah Al],
Scene-Graph Augmented Data-Driven Risk Assessment of Autonomous Vehicle Decisions,
ITS(23), No. 7, July 2022, pp. 7941-7951.
IEEE DOI 2207
Risk management, Autonomous vehicles, Training, Pipelines, Computational modeling, Automobiles, Testing, Autonomous vehicle, graph convolutional neural network BibRef

Chen, Y.[Yuhao], Yang, C.[Chizhao], Gu, Y.[Yu], Hu, B.[Boyi],
Influence of Mobile Robots on Human Safety Perception and System Productivity in Wholesale and Retail Trade Environments: A Pilot Study,
HMS(52), No. 4, August 2022, pp. 624-635.
IEEE DOI 2208
Robots, Mobile robots, Safety, Task analysis, Trajectory, Productivity, Payloads, Autonomous path planning, physical and psychological safety BibRef

Sinha, A.[Amolika], Bassil, D.[Daniel], Chand, S.[Sai], Virdi, N.[Navreet], Dixit, V.[Vinayak],
Impact of Connected Automated Buses in a Mixed Fleet Scenario With Connected Automated Cars,
ITS(23), No. 8, August 2022, pp. 11982-11993.
IEEE DOI 2208
Safety, Automation, Costs, Delays, Calibration, Roads, Public transportation, Automated connected vehicles, automation in public transport BibRef

Zhang, K.[Kunai], Liu, Y.H.[Ya-Hui], Zhang, W.Q.[Wei-Qiang], Liu, S.S.[Shao-Shan],
p-Learner: A Lifelong Roadside Learning Framework for Infrastructure Augmented Autonomous Driving,
Computer(55), No. 6, June 2022, pp. 30-39.
IEEE DOI 2206
Road traffic, Vehicle safety, Autonomous vehicles BibRef

Wang, C.[Cheng], Storms, K.[Kai], Winner, H.[Hermann],
Online Safety Assessment of Automated Vehicles Using Silent Testing,
ITS(23), No. 8, August 2022, pp. 13069-13083.
IEEE DOI 2208
Safety, Testing, Vehicles, Sensors, Measurement, Automation, Accidents, Automated vehicle, online verification, safety assessment, vehicle safety BibRef

Mo, S.J.[Shuo-Jie], Pei, X.F.[Xiao-Fei], Wu, C.X.[Chao-Xian],
Safe Reinforcement Learning for Autonomous Vehicle Using Monte Carlo Tree Search,
ITS(23), No. 7, July 2022, pp. 6766-6773.
IEEE DOI 2207
Reinforcement learning, Autonomous vehicles, Monte Carlo methods, Long short term memory, Decision making, Search problems, Safety, decision-making BibRef

Gangopadhyay, B.[Briti], Soora, H.[Harshit], Dasgupta, P.[Pallab],
Hierarchical Program-Triggered Reinforcement Learning Agents for Automated Driving,
ITS(23), No. 8, August 2022, pp. 10902-10911.
IEEE DOI 2208
Task analysis, Safety, Reinforcement learning, Deep learning, Training, Planning, Autonomous vehicles, Autonomous vehicles, formal verification BibRef

Sun, J.[Jian], Zhou, H.J.[Hua-Jun], Xi, H.C.[Hao-Chen], Zhang, H.[He], Tian, Y.[Ye],
Adaptive Design of Experiments for Safety Evaluation of Automated Vehicles,
ITS(23), No. 9, September 2022, pp. 14497-14508.
IEEE DOI 2209
Testing, Adaptation models, Safety, Predictive models, Roads, Uncertainty, Sun, Autonomous vehicles, design of experiments, vehicle crash testing BibRef

Milardo, S.[Sebastiano], Rathore, P.[Punit], Amorim, M.[Marco], Fugiglando, U.[Umberto], Santi, P.[Paolo], Ratti, C.[Carlo],
Understanding Drivers' Stress and Interactions With Vehicle Systems Through Naturalistic Data Analysis,
ITS(23), No. 9, September 2022, pp. 14570-14581.
IEEE DOI 2209
Vehicles, Stress, Biomedical monitoring, Safety, Biometrics (access control), Telemetry, Roads, Vehicle driving, emotion recognition BibRef

Sun, J.[Jian], Zhang, H.[He], Zhou, H.J.[Hua-Jun], Yu, R.J.[Rong-Jie], Tian, Y.[Ye],
Scenario-Based Test Automation for Highly Automated Vehicles: A Review and Paving the Way for Systematic Safety Assurance,
ITS(23), No. 9, September 2022, pp. 14088-14103.
IEEE DOI 2209
Testing, Automation, Safety, Systematics, Roads, Accidents, Software, Highly automated vehicles, test automation, safety assurance, traffic scenarios BibRef

Li, X.R.[Xin-Ran], Lin, K.Y.[Kuo-Yi], Meng, M.[Min], Li, X.X.[Xiu-Xian], Li, L.[Li], Hong, Y.G.[Yi-Guang], Chen, J.[Jie],
A Survey of ADAS Perceptions With Development in China,
ITS(23), No. 9, September 2022, pp. 14188-14203.
IEEE DOI 2209
Laser radar, Hardware, Intelligent sensors, Safety, Sensor phenomena and characterization, Standards, Sensor systems, automated driving regulations in China BibRef

Li, W.Y.[Wen-Yu], Li, Q.K.[Qing-Kun], Li, S.B.E.[Sheng-Bo Eben], Li, R.J.[Ren-Jie], Ren, Y.G.[Yan-Gang], Wang, W.J.[Wen-Jun],
Indirect Shared Control Through Non-Zero Sum Differential Game for Cooperative Automated Driving,
ITS(23), No. 9, September 2022, pp. 15980-15992.
IEEE DOI 2209
Vehicles, Vehicle dynamics, Wheels, Differential games, Nonlinear dynamical systems, Games, Safety, shared control BibRef

Chia, W.M.D.[Wei Ming Dan], Keoh, S.L.[Sye Loong], Goh, C.[Cindy], Johnson, C.[Christopher],
Risk Assessment Methodologies for Autonomous Driving: A Survey,
ITS(23), No. 10, October 2022, pp. 16923-16939.
IEEE DOI 2210
Safety, Automation, Standards, Vehicles, Autonomous vehicles, ISO Standards, Automotive engineering, Autonomous vehicle, vehicle safety management BibRef

Zhang, E.[Ethan], Masoud, N.[Neda], Bandegi, M.[Mahdi], Malhan, R.K.[Rajesh K.],
Predicting Risky Driving in a Connected Vehicle Environment,
ITS(23), No. 10, October 2022, pp. 17177-17188.
IEEE DOI 2210
Trajectory, Predictive models, Labeling, Safety, Connected vehicles, Time series analysis, Manuals, Connected vehicles, intersection safety BibRef

Shi, X.P.[Xiu-Peng], Wong, Y.D.[Yiik Diew], Chai, C.[Chen], Li, M.Z.F.[Michael Zhi-Feng], Chen, T.Y.[Tian-Yi], Zeng, Z.[Zeng],
Automatic Clustering for Unsupervised Risk Diagnosis of Vehicle Driving for Smart Road,
ITS(23), No. 10, October 2022, pp. 17451-17465.
IEEE DOI 2210
Clustering algorithms, Feature extraction, Accidents, Roads, Safety, Anomaly detection, Risk management, Automatic clustering, risk indicator BibRef

Formosa, N.[Nicolette], Quddus, M.[Mohammed], Ison, S.[Stephen], Timmis, A.[Andrew],
A New Modeling Approach for Predicting Vehicle-Based Safety Threats,
ITS(23), No. 10, October 2022, pp. 18175-18185.
IEEE DOI 2210
Safety, Uncertainty, Sensors, Data models, Predictive models, Vehicles, Deep learning, Advanced driver assistant systems, deep learning, traffic conflicts BibRef

Wei, R.[Ran], McDonald, A.D.[Anthony D.], Garcia, A.[Alfredo], Alambeigi, H.[Hananeh],
Modeling Driver Responses to Automation Failures With Active Inference,
ITS(23), No. 10, October 2022, pp. 18064-18075.
IEEE DOI 2210
Vehicles, Visualization, Predictive models, Automation, Accidents, Probability distribution, Decision making, Active inference, trust BibRef

Yekkehkhany, A.[Ali], Nagi, R.[Rakesh],
Risk-Averse Equilibria for Vehicle Navigation in Stochastic Congestion Games,
ITS(23), No. 10, October 2022, pp. 18719-18735.
IEEE DOI 2210
Games, Delays, Navigation, Uncertainty, Stochastic processes, Reliability, Random variables, Stochastic congestion games, risk-averse equilibrium BibRef

Brito, B.[Bruno], Agarwal, A.[Achin], Alonso-Mora, J.[Javier],
Learning Interaction-Aware Guidance for Trajectory Optimization in Dense Traffic Scenarios,
ITS(23), No. 10, October 2022, pp. 18808-18821.
IEEE DOI 2210
Planning, Autonomous vehicles, Safety, Merging, Predictive models, Navigation, Games, Deep reinforcement learning, dense traffic, trajectory optimization BibRef

de Gelder, E.[Erwin], Hof, J.[Jasper], Cator, E.[Eric], Paardekooper, J.P.[Jan-Pieter], den Camp, O.O.[Olaf Op], Ploeg, J.[Jeroen], de Schutter, B.[Bart],
Scenario Parameter Generation Method and Scenario Representativeness Metric for Scenario-Based Assessment of Automated Vehicles,
ITS(23), No. 10, October 2022, pp. 18794-18807.
IEEE DOI 2210
Measurement, Probability density function, Time series analysis, Safety, Estimation, Roads, Monte Carlo methods, Intelligent vehicles, automatic testing BibRef

Akai, N.[Naoki], Akagi, Y.[Yasuhiro], Hirayama, T.[Takatsugu], Morikawa, T.[Takayuki], Murase, H.[Hiroshi],
Detection of Localization Failures Using Markov Random Fields With Fully Connected Latent Variables for Safe LiDAR-Based Automated Driving,
ITS(23), No. 10, October 2022, pp. 17130-17142.
IEEE DOI 2210
Location awareness, Measurement uncertainty, Robot sensing systems, Detectors, Proposals, Particle measurements, autonomous driving BibRef

Lu, X.H.[Xing-Hao], Zhao, H.Y.[Hai-Yan], Gao, B.Z.[Bing-Zhao], Chen, W.X.[Wei-Xuan], Chen, H.[Hong],
Decision-Making Method of Autonomous Vehicles in Urban Environments Considering Traffic Laws,
ITS(23), No. 11, November 2022, pp. 21641-21652.
IEEE DOI 2212
Behavioral sciences, Law, Decision making, Regulation, Safety, Roads, Accidents, Decision making, traffic laws, autonomous vehicles BibRef

Sunberg, Z.[Zachary], Kochenderfer, M.J.[Mykel J.],
Improving Automated Driving Through POMDP Planning with Human Internal States,
ITS(23), No. 11, November 2022, pp. 20073-20083.
IEEE DOI 2212
Planning, Safety, Vehicles, Autonomous vehicles, Trajectory, Uncertainty, Automobiles, Autonomous vehicles, reinforcement learnning BibRef

Liu, M.S.[Mu-Shuang], Wan, Y.[Yan], Lewis, F.L.[Frank L.], Nageshrao, S.[Subramanya], Filev, D.[Dimitar],
A Three-Level Game-Theoretic Decision-Making Framework for Autonomous Vehicles,
ITS(23), No. 11, November 2022, pp. 20298-20308.
IEEE DOI 2212
Games, Decision making, Safety, Autonomous vehicles, Nash equilibrium, Supervised learning, Roads, Autonomous driving, game theory BibRef

Cai, P.[Peide], Wang, H.[Hengli], Sun, Y.X.[Yu-Xiang], Liu, M.[Ming],
DQ-GAT: Towards Safe and Efficient Autonomous Driving With Deep Q-Learning and Graph Attention Networks,
ITS(23), No. 11, November 2022, pp. 21102-21112.
IEEE DOI 2212
Autonomous vehicles, Safety, Roads, Training, Behavioral sciences, Vehicle dynamics, Robots, Autonomous driving, graph neural networks BibRef

Wang, Y.Y.[Yi-Yun], Yu, R.J.[Rong-Jie], Qiu, S.H.[Shu-Han], Sun, J.[Jian], Farah, H.[Haneen],
Safety Performance Boundary Identification of Highly Automated Vehicles: A Surrogate Model-Based Gradient Descent Searching Approach,
ITS(23), No. 12, December 2022, pp. 23809-23820.
IEEE DOI 2212
Safety, Testing, Life estimation, Adaptation models, Sampling methods, Roads, Aerospace electronics, operational design domain BibRef

Winkelmann, M.[Max], Kohlhoff, M.[Mike], Tadjine, H.H.[Hadj Hamma], Müller, S.[Steffen],
Probabilistic Metamodels for an Efficient Characterization of Complex Driving Scenarios,
ITS(23), No. 12, December 2022, pp. 23896-23905.
IEEE DOI 2212
BibRef
And: Corrections: ITS(23), No. 12, December 2022, pp. 25574-25574.
IEEE DOI 2212
Safety, Uncertainty, Probabilistic logic, Task analysis, Gaussian processes, Behavioral sciences, Vehicles, scenario-based testing BibRef

Liu, J.X.[Jia-Xin], Wang, H.[Hong], Peng, L.[Liang], Cao, Z.[Zhong], Yang, D.[Diange], Li, J.[Jun],
PNNUAD: Perception Neural Networks Uncertainty Aware Decision-Making for Autonomous Vehicle,
ITS(23), No. 12, December 2022, pp. 24355-24368.
IEEE DOI 2212
Uncertainty, Neural networks, Decision making, Object detection, Autonomous vehicles, Training, Convolutional neural networks, reinforcement learning BibRef

Johora, F.T.[Fatema T.], Yang, D.F.[Dong-Fang], Müller, J.P.[Jörg P.], Özgüner, Ü.[Ümit],
On the Generalizability of Motion Models for Road Users in Heterogeneous Shared Traffic Spaces,
ITS(23), No. 12, December 2022, pp. 23084-23098.
IEEE DOI 2212
Roads, Automobiles, Behavioral sciences, Data models, Analytical models, Adaptation models, Force, Mixed traffic, game-theoretic social force model BibRef

Bazilinskyy, P.[Pavlo], Dodou, D.[Dimitra], Eisma, Y.B.[Yke Bauke], Vlakveld, W.[Willem], de Winter, J.[Joost],
Blinded windows and empty driver seats: The effects of automated vehicle characteristics on cyclists' decision-making,
IET-ITS(17), No. 1, 2023, pp. 72-84.
DOI Link 2301
BibRef

Perello-March, J.R.[Jaume R.], Burns, C.G.[Christopher G.], Woodman, R.[Roger], Elliott, M.T.[Mark T.], Birrell, S.A.[Stewart A.],
Using fNIRS to Verify Trust in Highly Automated Driving,
ITS(24), No. 1, January 2023, pp. 739-751.
IEEE DOI 2301
Functional near-infrared spectroscopy, Automation, Reliability, Particle measurements, Monitoring, Electroencephalography, trust in automation BibRef

Mugabarigira, B.A.[Bien Aime], Shen, Y.[Yiwen], Jeong, J.[Jaehoon], Oh, T.[Tae], Jeong, H.Y.[Han-You],
Context-Aware Navigation Protocol for Safe Driving in Vehicular Cyber-Physical Systems,
ITS(24), No. 1, January 2023, pp. 128-138.
IEEE DOI 2301
Safety, Roads, Protocols, Collision avoidance, Autonomous vehicles, Navigation, Vehicles, Autonomous vehicle, context-aware navigation, path planning BibRef

Török, Á.[Árpád],
Do Automated Vehicles Reduce the Risk of Crashes-Dream or Reality?,
ITS(24), No. 1, January 2023, pp. 718-727.
IEEE DOI 2301
Accidents, Vehicles, Autopilot, Safety, Reliability, Databases, Human factors, Automated vehicles, collision causes of highly automated vehicles BibRef

Fernández-Llorca, D.[David], Gómez, E.[Emilia],
Trustworthy Artificial Intelligence Requirements in the Autonomous Driving Domain,
Computer(56), No. 2, February 2023, pp. 29-39.
IEEE DOI 2302
Artificial intelligence, Autonomous vehicles, Automotive engineering, Trust computing BibRef

Knox, W.B.[W. Bradley], Allievi, A.[Alessandro], Banzhaf, H.[Holger], Schmitt, F.[Felix], Stone, P.[Peter],
Reward (Mis)design for autonomous driving,
AI(316), 2023, pp. 103829.
Elsevier DOI 2302
Reinforcement learning, Reward design, Utility, Cost, Safety, Risk, Autonomous driving BibRef

Li, S.[Shanmei], Cheng, X.C.[Xiao-Chun], Huang, X.D.[Xue-Dong], Otaibi, S.A.[Sattam AI], Wang, H.Y.[Hong-Yong],
Cooperative Conflict Detection and Resolution and Safety Assessment for 6G Enabled Unmanned Aerial Vehicles,
ITS(24), No. 2, February 2023, pp. 2183-2198.
IEEE DOI 2302
Autonomous aerial vehicles, Safety, Force, 6G mobile communication, Heuristic algorithms, Collision avoidance, Atmospheric modeling, simulation BibRef

Matin, A.[Ali], Dia, H.[Hussein],
Impacts of Connected and Automated Vehicles on Road Safety and Efficiency: A Systematic Literature Review,
ITS(24), No. 3, March 2023, pp. 2705-2736.
IEEE DOI 2303
BibRef
And: Erratum:
IEEE DOI 2402
Bibliographies, Safety, Systematics, Transportation, Intelligent transportation systems, Automation, Road safety, traffic safety BibRef

Ambros, J.[Jirí], Usami, D.S.[Davide Shingo], Valentová, V.[Veronika],
Developing speed-related safety performance indicators from floating car data,
IET-ITS(17), No. 3, 2023, pp. 553-561.
DOI Link 2303
BibRef

Zhou, W.T.[Wei-Tao], Cao, Z.[Zhong], Deng, N.S.[Nan-Shan], Liu, X.Y.[Xiao-Yu], Jiang, K.[Kun], Yang, D.[Diange],
Dynamically Conservative Self-Driving Planner for Long-Tail Cases,
ITS(24), No. 3, March 2023, pp. 3476-3488.
IEEE DOI 2303
Planning, Estimation, Training data, Tail, Safety, Training, Markov processes, Self-driving vehicle, reinforcement learning, long-tail BibRef

Wu, M.Y.[Meng-Yao], Yu, F.R.[F. Richard], Liu, P.X.P.[Peter Xiao-Ping], He, Y.[Ying],
A Hybrid Driving Decision-Making System Integrating Markov Logic Networks and Connectionist AI,
ITS(24), No. 3, March 2023, pp. 3514-3527.
IEEE DOI 2303
Decision making, Artificial intelligence, Uncertainty, Autonomous vehicles, Safety, Road transportation, Markov processes, first-order logic BibRef

Yang, J.[Jing], Liang, N.[Nade], Pitts, B.J.[Brandon J.], Prakah-Asante, K.O.[Kwaku O.], Curry, R.[Reates], Blommer, M.[Mike], Swaminathan, R.[Radhakrishnan], Yu, D.[Denny],
Multimodal Sensing and Computational Intelligence for Situation Awareness Classification in Autonomous Driving,
HMS(53), No. 2, April 2023, pp. 270-281.
IEEE DOI 2303
Task analysis, Electroencephalography, Vehicles, Brain modeling, Particle measurements, Atmospheric measurements, Physiology, situation awareness measurement BibRef

Koopman, P.[Philip],
UL 4600: What to Include in an Autonomous Vehicle Safety Case,
Computer(56), No. 5, May 2023, pp. 101-104.
IEEE DOI 2305
BibRef

Lu, Y.[Yun], Huang, L.Y.[Ling-Ying], Yao, J.R.[Jia-Rong], Su, R.[Rong],
Intention Prediction-Based Control for Vehicle Platoon to Handle Driver Cut-In,
ITS(24), No. 5, May 2023, pp. 5489-5501.
IEEE DOI 2305
Vehicles, Predictive control, Trajectory, Prediction algorithms, Road safety, Behavioral sciences, predictive control BibRef

Xiao, D.[Dannier], Dianati, M.[Mehrdad], Geiger, W.G.[William Gonçalves], Woodman, R.[Roger],
Review of Graph-Based Hazardous Event Detection Methods for Autonomous Driving Systems,
ITS(24), No. 5, May 2023, pp. 4697-4715.
IEEE DOI 2305
Hazards, Event detection, Roads, Feature extraction, Cognition, Autonomous vehicles, Trajectory, Hazardous event BibRef

Candela, E.[Eduardo], Doustaly, O.[Olivier], Parada, L.[Leandro], Feng, F.[Felix], Demiris, Y.F.[Yi-Fannis], Angeloudis, P.[Panagiotis],
Risk-aware controller for autonomous vehicles using model-based collision prediction and reinforcement learning,
AI(320), 2023, pp. 103923.
Elsevier DOI 2306
Autonomous vehicles, Decision making, Risk-aware AI, Reinforcement learning, Model-based prediction, Explainable AI BibRef

Garg, M.[Mohit], Bouroche, M.[Mélanie],
Can Connected Autonomous Vehicles Improve Mixed Traffic Safety Without Compromising Efficiency in Realistic Scenarios?,
ITS(24), No. 6, June 2023, pp. 6674-6689.
IEEE DOI 2306
Safety, Behavioral sciences, Delays, Roads, Autonomous vehicles, Uncertainty, Sensors, Connected autonomous vehicles, traffic efficiency BibRef

Miqdady, T.[Tasneem], de Ońa, R.[Rocío], Casas, J.[Jordi], de Ońa, J.[Juan],
Studying Traffic Safety During the Transition Period Between Manual Driving and Autonomous Driving: A Simulation-Based Approach,
ITS(24), No. 6, June 2023, pp. 6690-6710.
IEEE DOI 2306
Safety, Automation, Autonomous vehicles, Analytical models, Accidents, Vehicle-to-everything, Computational modeling, V2X BibRef

Hu, X.W.[Xiang-Wang], Zheng, Z.[Zuduo], Chen, D.J.[Dan-Jue], Sun, J.[Jian],
Autonomous Vehicle's Impact on Traffic: Empirical Evidence From Waymo Open Dataset and Implications From Modelling,
ITS(24), No. 6, June 2023, pp. 6711-6724.
IEEE DOI 2306
Trajectory, Behavioral sciences, Safety, Roads, Laser radar, Automobiles, Time measurement, Autonomous vehicle, car following, wavelet analysis BibRef

Weng, B.[Bowen], Capito, L.[Linda], Özgüner, Ü.[Ümit], Redmill, K.[Keith],
A Finite-Sampling, Operational Domain Specific, and Provably Unbiased Connected and Automated Vehicle Safety Metric,
ITS(24), No. 6, June 2023, pp. 6650-6662.
IEEE DOI 2306
Safety, Measurement, Roads, Lead, Vehicle dynamics, Testing, Shape, Safety metric, invariant set, connected and automated vehicle, operational design domain BibRef

Farah, H.[Haneen], Postigo, I.[Ivan], Reddy, N.[Nagarjun], Dong, Y.Q.[Yong-Qi], Rydergren, C.[Clas], Raju, N.[Narayana], Olstam, J.[Johan],
Modeling Automated Driving in Microscopic Traffic Simulations for Traffic Performance Evaluations: Aspects to Consider and State of the Practice,
ITS(24), No. 6, June 2023, pp. 6558-6574.
IEEE DOI 2306
Automation, Microscopy, Roads, Safety, Vehicles, Terminology, Vehicle dynamics, Microscopic traffic simulation, mixed traffic BibRef

Yao, Z.H.[Zhi-Hong], Wu, Y.[Yunxia], Jiang, Y.S.[Yang-Sheng], Ran, B.[Bin],
Modeling the Fundamental Diagram of Mixed Traffic Flow With Dedicated Lanes for Connected Automated Vehicles,
ITS(24), No. 6, June 2023, pp. 6517-6529.
IEEE DOI 2306
Behavioral sciences, Analytical models, Roads, Manuals, Safety, Vehicle dynamics, Steady-state, Dedicated lanes, connected automated vehicles BibRef

Yao, Z.H.[Zhi-Hong], Liu, M.[Meng], Jiang, Y.S.[Yang-Sheng], Tang, Y.[Youhua], Ran, B.[Bin],
Trajectory reconstruction for mixed traffic flow with regular, connected, and connected automated vehicles on freeway,
IET-ITS(18), No. 3, 2024, pp. 450-466.
DOI Link 2403
car-following model, connected automated vehicles, freeway, mixed traffic flow, vehicle trajectory reconstruction BibRef

Zhou, J.J.[Jun-Jie], Wang, L.[Lin], Wang, X.F.[Xiao-Fan],
Online Adaptive Generation of Critical Boundary Scenarios for Evaluation of Autonomous Vehicles,
ITS(24), No. 6, June 2023, pp. 6372-6388.
IEEE DOI 2306
Complexity theory, Adaptation models, Vehicle dynamics, Testing, Behavioral sciences, Safety, Heuristic algorithms, naturalistic driving environment BibRef

Ross, P.E.[Philip E.],
5 Questions for Missy Cummings: The Former Fighter Pilot on why Autonomous Vehicles are so Risky,
Spectrum(60), No. 6, June 2023, pp. 21-21.
IEEE DOI 2306
BibRef

Watkins, L.[Lanier], Hamilton, D.[Denzel], Young, T.A.[Tyler A.], Zanlongo, S.[Sebastian], Whitcomb, L.L.[Louis L.], Spielvogel, A.R.[Andrew R.], Kobzik-Juul, B.[Barbara],
The Roles of Autonomy and Assurance in the Future of Uncrewed Aircraft Systems in Low-Altitude Airspace Operations,
Computer(56), No. 7, July 2023, pp. 41-53.
IEEE DOI 2307
Autonomous aerial vehicles, Safety BibRef

Pöllny, O.[Oliver], Held, A.[Albert], Kargl, F.[Frank],
Survey of Air, Sea, and Road Vehicles Research for Motion Control Security,
ITS(24), No. 7, July 2023, pp. 6748-6763.
IEEE DOI 2307
Sensors, Security, Motion control, Sea measurements, Sensor systems, Road vehicles, Wireless sensor networks, Security, motion control BibRef

Ding, W.H.[Wen-Hao], Xu, C.[Chejian], Arief, M.[Mansur], Lin, H.[Haohong], Li, B.[Bo], Zhao, D.[Ding],
A Survey on Safety-Critical Driving Scenario Generation: A Methodological Perspective,
ITS(24), No. 7, July 2023, pp. 6971-6988.
IEEE DOI 2307
Measurement, Safety, Autonomous vehicles, Vehicle dynamics, Roads, Heuristic algorithms, Trajectory, Autonomous vehicles, safety, deep generative models BibRef

Valiente, R.[Rodolfo], Raftari, A.[Arash], Mahjoub, H.N.[Hossein Nourkhiz], Razzaghpour, M.[Mahdi], Mahmud, S.K.[Syed K.], Fallah, Y.P.[Yaser P.],
Context-aware target classification with hybrid Gaussian process prediction for cooperative vehicle safety systems,
IET-ITS(17), No. 7, 2023, pp. 1344-1362.
DOI Link 2307
gaussian process, context-aware target classification, cooperative vehicle safety systems, scalable V2X communication BibRef

Saha, R.[Ruelia], Roy, C.[Chandana], Misra, S.[Sudip],
Soft-Safe: Software Defined Safety-as-a-Service for Intelligent Transportation System,
ITS(24), No. 8, August 2023, pp. 7911-7919.
IEEE DOI 2308
Control systems, Cloud computing, Software, Delays, Computer architecture, Time factors, Virtualization, safety BibRef

Bekiaris-Liberis, N.[Nikolaos],
Robust String Stability and Safety of CTH Predictor-Feedback CACC,
ITS(24), No. 8, August 2023, pp. 8209-8221.
IEEE DOI 2308
Stability analysis, Delays, Numerical stability, Asymptotic stability, Vehicle dynamics, Safety, safety of vehicular platoons BibRef

Sharma, N.[Neerav], Garg, R.D.[Rahul D.],
Real-Time IoT-Based Connected Vehicle Infrastructure for Intelligent Transportation Safety,
ITS(24), No. 8, August 2023, pp. 8339-8347.
IEEE DOI 2308
Animals, Roads, Urban areas, Real-time systems, Accidents, Safety, Cows, ADAS, transport safety, IoT, intelligent system BibRef

Yang, B.[Bo], Yan, S.[Song], Wang, Z.[Zheng], Nakano, K.[Kimihiko],
Prediction Based Trajectory Planning for Safe Interactions Between Autonomous Vehicles and Moving Pedestrians in Shared Spaces,
ITS(24), No. 10, October 2023, pp. 10513-10524.
IEEE DOI 2310
BibRef

Shao, W.B.[Wen-Bo], Xu, Y.C.[Yan-Chao], Li, J.[Jun], Lv, C.[Chen], Wang, W.[Weida], Wang, H.[Hong],
How Does Traffic Environment Quantitatively Affect the Autonomous Driving Prediction?,
ITS(24), No. 10, October 2023, pp. 11238-11253.
IEEE DOI 2310
BibRef

Atik, S.T.[Syeda Tanjila], Brocanelli, M.[Marco], Grosu, D.[Daniel],
Are Turn-by-Turn Navigation Systems of Regular Vehicles Ready for Edge-Assisted Autonomous Vehicles?,
ITS(24), No. 10, October 2023, pp. 11146-11156.
IEEE DOI 2310
BibRef

Liu, Z.Y.[Ze-Yi], He, X.[Xiao],
Real-Time Safety Assessment for Dynamic Systems With Limited Memory and Annotations,
ITS(24), No. 9, September 2023, pp. 10076-10086.
IEEE DOI 2310
BibRef

Gu, Z.Q.[Zi-Qing], Gao, L.P.[Ling-Ping], Ma, H.[Haitong], Li, S.E.[Shengbo Eben], Zheng, S.[Sifa], Jing, W.[Wei], Chen, J.[Junbo],
Safe-State Enhancement Method for Autonomous Driving via Direct Hierarchical Reinforcement Learning,
ITS(24), No. 9, September 2023, pp. 9966-9983.
IEEE DOI 2310
BibRef

Cheng, Z.H.[Zhi-Hao], Shen, L.[Li], Zhu, M.[Miaoxi], Guo, J.X.[Jia-Xian], Fang, M.[Meng], Liu, L.[Liu], Du, B.[Bo], Tao, D.C.[Da-Cheng],
Prescribed Safety Performance Imitation Learning From a Single Expert Dataset,
PAMI(45), No. 10, October 2023, pp. 12236-12249.
IEEE DOI 2310
learning safe policies that are similar to expert ones BibRef

Mary, L.,
5 Conclusion from an Automation Expert with Firsthand Knowledge of Highway Regulation What Self-Driving Cars Tell Us About AI Risks: 'Missy' Cummings,
Spectrum(60), No. 10, October 2023, pp. 30-35.
IEEE DOI 2310
BibRef

Gokasar, I.[Ilgin], Timurogullari, A.[Alperen], Özkan, S.S.[Sarp Semih], Deveci, M.[Muhammet], Lv, Z.H.[Zhi-Han],
MSND: Modified Standard Normal Deviate Incident Detection Algorithm for Connected Autonomous and Human-Driven Vehicles in Mixed Traffic,
ITS(24), No. 11, November 2023, pp. 13151-13160.
IEEE DOI 2311
BibRef

Singh, H.[Harnarayan], Weng, B.[Bowen], Rao, S.J.[Sughosh J.], Elsasser, D.[Devin],
A Diversity Analysis of Safety Metrics Comparing Vehicle Performance in the Lead-Vehicle Interaction Regime,
ITS(24), No. 11, November 2023, pp. 12294-12311.
IEEE DOI 2311
BibRef

Wang, T.[Tiange], Zhang, Z.J.[Zi-Jun], Tsui, K.L.[Kwok-Leung],
CAMV: A Crash Alarm Model for Vehicles Based on Internet of Vehicles Data,
ITS(24), No. 11, November 2023, pp. 12014-12025.
IEEE DOI 2311
BibRef

Liu, J.X.[Jia-Xin], Wang, H.[Hong], Cao, Z.[Zhong], Yu, W.H.[Wen-Hao], Zhao, C.X.[Cheng-Xiang], Zhao, D.[Ding], Yang, D.[Diange], Li, J.[Jun],
Semantic Traffic Law Adaptive Decision-Making for Self-Driving Vehicles,
ITS(24), No. 12, December 2023, pp. 14858-14872.
IEEE DOI 2312
BibRef

Chen, X.H.[Xiao-Hong], Zhang, J.[Juan], Jin, Z.[Zhi], Zhang, M.[Min], Li, T.[Tong], Chen, X.[Xiang], Zhou, T.[Tingliang],
Empowering Domain Experts With Formal Methods for Consistency Verification of Safety Requirements,
ITS(24), No. 12, December 2023, pp. 15146-15157.
IEEE DOI 2312
BibRef

Gong, X.L.[Xian-Liang], Feng, S.[Shuo], Pan, Y.L.[Yu-Lin],
An Adaptive Multi-Fidelity Sampling Framework for Safety Analysis of Connected and Automated Vehicles,
ITS(24), No. 12, December 2023, pp. 14393-14405.
IEEE DOI 2312
BibRef

Wang, X.S.[Xue-Song], Zhang, J.Z.[Jia-Zhi], Hou, D.[Diyuan], Cheng, Y.[Yuhu],
Autonomous Driving Based on Approximate Safe Action,
ITS(24), No. 12, December 2023, pp. 14320-14328.
IEEE DOI 2312
BibRef

Liu, C.[Can], Zheng, F.F.[Fang-Fang], Li, R.J.[Rui-Jie], Liu, X.B.[Xiao-Bo],
An Anti-Disturbance Adaptive Control Approach for Automated Vehicles in Mixed Connected Traffic Environment,
ITS(24), No. 12, December 2023, pp. 15274-15287.
IEEE DOI 2312
BibRef

He, X.K.[Xiang-Kun], Wu, J.[Jingda], Huang, Z.[Zhiyu], Hu, Z.X.[Zhong-Xu], Wang, J.[Jun], Sangiovanni-Vincentelli, A.[Alberto], Lv, C.[Chen],
Fear-Neuro-Inspired Reinforcement Learning for Safe Autonomous Driving,
PAMI(46), No. 1, January 2024, pp. 267-279.
IEEE DOI 2312
BibRef

Rossi, S.[Silvia], Coppola, A.[Alessia], Gaita, M.[Mariachiara], Rossi, A.[Alessandra],
Human-Robot Interaction Video Sequencing Task (HRIVST) for Robot's Behavior Legibility,
HMS(53), No. 6, December 2023, pp. 975-984.
IEEE DOI 2312
Human trust in robot. BibRef

Li, B.[Bai], Zhang, Y.[Youmin], Zhang, T.[Tantan], Acarman, T.[Tankut], Ouyang, Y.K.[Ya-Kun], Li, L.[Li], Dong, H.R.[Hai-Rong], Cao, D.[Dongpu],
Embodied Footprints: A Safety-Guaranteed Collision-Avoidance Model for Numerical Optimization-Based Trajectory Planning,
ITS(25), No. 2, February 2024, pp. 2046-2060.
IEEE DOI 2402
Trajectory, Trajectory planning, Planning, Numerical models, Iterative methods, Runtime, Intelligent transportation systems, motion planning BibRef

Maier, R.[Robert], Grabinger, L.[Lisa], Urlhart, D.[David], Mottok, J.[Jürgen],
Causal Models to Support Scenario-Based Testing of ADAS,
ITS(25), No. 2, February 2024, pp. 1815-1831.
IEEE DOI 2402
Testing, Safety, Automation, Data models, Vehicles, ISO Standards, Task analysis, Automated driving systems, bayesian networks, model-based testing BibRef

Peng, L.[Liang], Li, B.Q.[Bo-Qi], Yu, W.H.[Wen-Hao], Yang, K.[Kai], Shao, W.B.[Wen-Bo], Wang, H.[Hong],
SOTIF Entropy: Online SOTIF Risk Quantification and Mitigation for Autonomous Driving,
ITS(25), No. 2, February 2024, pp. 1530-1546.
IEEE DOI 2402
Uncertainty, Autonomous vehicles, Artificial intelligence, Safety, Systematics, Roads, Prediction algorithms, Autonomous driving, SOTIF, entropy BibRef

Liu, C.X.[Chen-Xi], Yang, H.[Hao], Zhu, M.[Meixin], Wang, F.L.[Fei-Long], Vaa, T.[Torgeir], Wang, Y.[Yinhai],
Real-Time Multi-Task Environmental Perception System for Traffic Safety Empowered by Edge Artificial Intelligence,
ITS(25), No. 1, January 2024, pp. 517-531.
IEEE DOI 2402
Sensors, Roads, Safety, Meteorology, Image edge detection, Task analysis, Cameras, Traffic environment, traffic perception, traffic safety BibRef

Yang, J.X.[Jing-Xuan], Sun, H.[Haowei], He, H.[Honglin], Zhang, Y.[Yi], Liu, H.X.[Henry X.], Feng, S.[Shuo],
Adaptive Safety Evaluation for Connected and Automated Vehicles With Sparse Control Variates,
ITS(25), No. 2, February 2024, pp. 1761-1773.
IEEE DOI 2402
Testing, Safety, Accidents, Sun, Life estimation, Costs, Automation, Adaptive safety evaluation, connected and automated vehicles, high-dimensional scenarios BibRef

Yang, J.[Jiayu], Lee, J.[Jaeyoung], Mao, S.[Suyi], Hu, J.J.[Jun-Jie],
Dynamic Safety Estimation of Airport Pick-Up Area Based on Video Trajectory Data,
ITS(25), No. 2, February 2024, pp. 1774-1786.
IEEE DOI 2402
Trajectory, Airports, Safety, Transportation, Automobiles, Data mining, Public transportation, Airport pick-up area, safety analysis BibRef

Formosa, N.[Nicolette], Quddus, M.[Mohammed], Singh, M.K.[Mohit Kumar], Man, C.K.[Cheuk Ki], Morton, C.[Craig], Masera, C.B.[Cansu Bahar],
An Experiment and Simulation Study on Developing Algorithms for CAVs to Navigate Through Roadworks,
ITS(25), No. 1, January 2024, pp. 120-132.
IEEE DOI 2402
Roads, Safety, Trajectory, Road transportation, Navigation, Vehicle dynamics, Heuristic algorithms, Roadworks zone, CAVs, simulation BibRef

Piazzoni, A.[Andrea], Cherian, J.[Jim], Dauwels, J.[Justin], Chau, L.P.[Lap-Pui],
PEM: Perception Error Model for Virtual Testing of Autonomous Vehicles,
ITS(25), No. 1, January 2024, pp. 670-681.
IEEE DOI 2402
Sensors, Safety, Measurement, Testing, Behavioral sciences, Computational modeling, Cameras, Autonomous vehicles, simulation BibRef

Greengard, S.[Samuel],
Service Robots Roll Forward,
CACM(67), No. 1, March 2024, pp. 11-13.
DOI Link 2402
BibRef

Guo, K.[Kexin], Liu, C.[Cai], Zhang, X.[Xiao], Yu, X.[Xiang], Zhang, Y.[Youmin], Xie, L.H.[Li-Hua], Guo, L.[Lei],
A Bio-Inspired Safety Control System for UAVs in Confined Environment With Disturbance,
Cyber(54), No. 2, February 2024, pp. 1308-1320.
IEEE DOI 2402
Safety, Autonomous aerial vehicles, Control systems, Behavioral sciences, Switches, Immune system, group perturbation immune factor (GPIF) BibRef

Zhang, Y.X.[Yu-Xiang], Liang, X.L.[Xiao-Ling], Li, D.Y.[Dong-Yu], Ge, S.S.[Shuzhi Sam], Gao, B.Z.[Bing-Zhao], Chen, H.[Hong], Lee, T.H.[Tong Heng],
Adaptive Safe Reinforcement Learning With Full-State Constraints and Constrained Adaptation for Autonomous Vehicles,
Cyber(54), No. 3, March 2024, pp. 1907-1920.
IEEE DOI 2402
Safety, Optimization, Control systems, Autonomous vehicles, Lyapunov methods, Vehicle dynamics, Reinforcement learning, safe reinforcement learning (RL) BibRef

Widdowson, C.[Christopher], Yoon, H.J.[Hyung-Jin], Hovakimyan, N.[Naira], Wang, R.F.[Ranxiao Frances],
A Novel Measure of Human Safety Perception in Response to Flight Characteristics of Collocated UAVs in Virtual Reality,
HMS(54), No. 1, February 2024, pp. 1-10.
IEEE DOI 2402
Quadrotors, Safety, Particle measurements, Atmospheric measurements, Robots, Autonomous aerial vehicles, virtual reality BibRef

Qi, H.S.[Hong-Sheng], Song, Y.[Yang], Huang, Z.T.[Zhi-Tong], Hu, X.B.[Xian-Biao],
Deadlock detection, cooperative avoidance and recovery protocol for mixed autonomous vehicles in unstructured environment,
IET-ITS(18), No. 3, 2024, pp. 495-516.
DOI Link 2403
connected and automated vehicle, cooperative driving, deadlock BibRef


Wang, N.F.[Ning-Fei], Luo, Y.P.[Yun-Peng], Sato, T.[Takami], Xu, K.D.[Kai-Di], Chen, Q.A.[Qi Alfred],
Does Physical Adversarial Example Really Matter to Autonomous Driving? Towards System-Level Effect of Adversarial Object Evasion Attack,
ICCV23(4389-4400)
IEEE DOI 2401
BibRef

Bender, S.[Sidney], Joseph, T.[Tim], Zöllner, J.M.[J. Marius],
Cycle-consistent World Models for Domain Independent Latent Imagination,
SafeDrive22(561-574).
Springer DOI 2304
For learning real-world data. BibRef

Vivekanandan, A.[Abhishek], Maier, N.[Niels], Zöllner, J.M.[J. Marius],
Plausibility Verification for 3d Object Detectors Using Energy-based Optimization,
AVVision22(602-616).
Springer DOI 2304
BibRef

Hanselmann, N.[Niklas], Renz, K.[Katrin], Chitta, K.[Kashyap], Bhattacharyya, A.[Apratim], Geiger, A.[Andreas],
KING: Generating Safety-Critical Driving Scenarios for Robust Imitation via Kinematics Gradients,
ECCV22(XXXVIII:335-352).
Springer DOI 2211
BibRef

Jing, T.T.[Tao-Tao], Xia, H.F.[Hai-Feng], Tian, R.[Renran], Ding, H.R.[Hao-Ran], Luo, X.[Xiao], Domeyer, J.[Joshua], Sherony, R.[Rini], Ding, Z.M.[Zheng-Ming],
InAction: Interpretable Action Decision Making for Autonomous Driving,
ECCV22(XXXVIII:370-387).
Springer DOI 2211
BibRef

Hazard, C.[Christopher], Bhagat, A.[Akshay], Buddharaju, B.R.[Balarama Raju], Liu, Z.[Zhongtao], Shao, Y.M.[Yun-Ming], Lu, L.[Lu], Omari, S.[Sammy], Cui, H.G.[Heng-Gang],
Importance is in your attention: Agent importance prediction for autonomous driving,
Precognition22(2531-2534)
IEEE DOI 2210
Conferences, Predictive models, Trajectory, Pattern recognition, Task analysis, Autonomous vehicles BibRef

Chen, Y.Q.[Yi-Qiang], Liu, F.[Feng], Pei, K.[Ke],
Cross-modal Matching CNN for Autonomous Driving Sensor Data Monitoring,
AVVision21(3103-3112)
IEEE DOI 2112
Measurement, Laser radar, Fault detection, Data integrity, Safety, Quality assessment BibRef

Wang, J.K.[Jing-Kang], Pun, A.[Ava], Tu, J.[James], Manivasagam, S.[Sivabalan], Sadat, A.[Abbas], Casas, S.[Sergio], Ren, M.[Mengye], Urtasun, R.[Raquel],
AdvSim: Generating Safety-Critical Scenarios for Self-Driving Vehicles,
CVPR21(9904-9913)
IEEE DOI 2111
Training, Laser radar, Robustness, Safety, Trajectory, Planning BibRef

Singh, V.[Vasu], Hari, S.K.S.[Siva Kumar Sastry], Tsai, T.[Timothy], Pitale, M.[Mandar],
Simulation Driven Design and Test for Safety of AI Based Autonomous Vehicles,
SAIAD21(122-128)
IEEE DOI 2109
Location awareness, Navigation, Computational modeling, Real-time systems, Safety, Trajectory, Planning BibRef

Rabe, M.[Martin], Milz, S.[Stefan], Mäder, P.[Patrick],
Development Methodologies for Safety Critical Machine Learning Applications in the Automotive Domain: A Survey,
SAIAD21(129-141)
IEEE DOI 2109
Training, Systematics, Machine learning, Tools, Network architecture, Data models, Software BibRef

Wong, K.[Kelvin], Zhang, Q.A.[Qi-Ang], Liang, M.[Ming], Yang, B.[Bin], Liao, R.J.[Ren-Jie], Sadat, A.[Abbas], Urtasun, R.[Raquel],
Testing the Safety of Self-driving Vehicles by Simulating Perception and Prediction,
ECCV20(XXVI:312-329).
Springer DOI 2011
BibRef

Fang, P., Zecong, W., Zhang, X.,
Vehicle automatic driving system based on embedded and machine learning,
CVIDL20(281-284)
IEEE DOI 2102
embedded systems, learning (artificial intelligence), road accidents, road safety, road traffic, road vehicles, machine learning BibRef

Deo, N., Meoli, N., Rangesh, A., Trivedi, M.M.,
On Control Transitions in Autonomous Driving: A Framework and Analysis for Characterizing Scene Complexity,
ADW19(2422-2426)
IEEE DOI 2004
driver information systems, mobile robots, optical radar, road safety, road vehicles, traffic engineering computing, Control Transitions BibRef

Chowdhuri, S., Pankaj, T., Zipser, K.,
MultiNet: Multi-Modal Multi-Task Learning for Autonomous Driving,
WACV19(1496-1504)
IEEE DOI 1904
automobiles, learning (artificial intelligence), neural nets, remotely operated vehicles, road safety, roads, Kernel BibRef

Benenson, R., Fraichard, T., Parent, M.,
Achievable safety of driverless ground vehicles,
ICARCV08(515-521).
IEEE DOI 1109
BibRef

Chapter on Active Vision, Camera Calibration, Mobile Robots, Navigation, Road Following continues in
Underwater Autonomous Vehicles .


Last update:Apr 18, 2024 at 11:38:49