Safety benefit assessment of autonomous emergency braking and steering systems for the protection of cyclists and pedestrians based on a combination of computer simulation and real-world test results

Accident Analysis & Prevention - Tập 136 - Trang 105352 - 2020
Jordanka Kovaceva1, András Bálint1, Ron Schindler1, Anja Schneider2
1Department of Mechanics and Maritime Sciences, Chalmers University of Technology, Sweden
2Audi AG, Germany

Tài liệu tham khảo

Akaike, 1974, A new look at the statistical model identification, IEEE Trans. Automat. Contr., 19, 716, 10.1109/TAC.1974.1100705 Aparicio, 2017 Aust, 2013, Effects of forward collision warning and repeated event exposure on emergency braking, Transp. Res. Part F Traffic Psychol. Behav., 34, 10.1016/j.trf.2012.12.010 Bálint, 2013, A test-based method for the assessment of pre-crash warning and braking systems, Accid. Anal. Prev., 59, 192, 10.1016/j.aap.2013.05.021 Bärgman, 2017, Counterfactual simulations applied to SHRP2 crashes: The effect ofdriver behavior models on safety benefit estimations of intelligent safety systems, Accid. Anal. Prev., 102, 165, 10.1016/j.aap.2017.03.003 Bärgman, 2015, How does glance behavior influence crash and injury risk? A’ what-if’ counterfactual simulation using crashes and near-crashes from SHRP2, Transp. Res. Part F Traffic Psychol. Behav., 10.1016/j.trf.2015.10.011 Bayly, 2007, Review of crash effectiveness of intelligent transport systems, Emergency, 3, 14 Broughton, 2010, Estimation of the real number of road casualties in Europe, Saf. Sci., 48, 365, 10.1016/j.ssci.2009.09.012 Carter, 2009, 1 Cicchino, 2017, Effectiveness of forward collision warning and autonomous emergency braking systems in reducing front-to-rear crash rates, Accid. Anal. Prev., 99, 142, 10.1016/j.aap.2016.11.009 Cicchino, 2018, Effects of lane departure warning on police-reported crash rates, J. Saf. Res., 66, 61, 10.1016/j.jsr.2018.05.006 Doyle, 2015 EC, 2018 Edwards, 2015, Assessment of integrated pedestrian protection systems with autonomous emergency braking (AEB) and passive safety components, Traffic Inj. Prev., 2, 10.1080/15389588.2014.1003154 Eichberger, 2010, Detailed analysis of the benefit of different traffic safety systems in fatal accidents, 301 Fahrenkrog, 2019 Ferreira, 2015, The quality of the injury severity classification by the police: an important step for a reliable assessment, Saf. Sci., 79, 88, 10.1016/j.ssci.2015.05.013 Fildes, 2015, Effectiveness of low speed autonomous emergency braking in real-world rear-end crashes, Accid. Anal. Prev., 81, 24, 10.1016/j.aap.2015.03.029 Gårder, 2006, Safety effect of continuous shoulder rumble strips on rural interstates in Maine, Transp. Res. Rec., 1953, 156, 10.1177/0361198106195300118 Gårder, 1998, Measuring the safety effect of RaisedBicycle crossings using a new research methodology, Transp. Res. Rec., 1636, 64, 10.3141/1636-10 Hauer, 1983, An application of the likelihood/Bayes approach to the estimation of safety countermeasure effectiveness, Accid. Anal. Prev., 15, 287, 10.1016/0001-4575(83)90053-2 Hauer, 1983, Reflections on methods of statistical inference in research on the effect of safety countermeasures, Accid. Anal. Prev., 15, 275, 10.1016/0001-4575(83)90052-0 Haus, 2019, Estimated benefit of automated emergency braking systems for vehicle–pedestrian crashes in the United States, Traffic Inj. Prev., 171, 10.1080/15389588.2019.1602729 HLDI, 2017, vol.34 Hoff, 2009 Huang, 2010, Multilevel data and Bayesian analysis in traffic safety, Accid. Anal. Prev., 42, 1556, 10.1016/j.aap.2010.03.013 Isaksson-Hellman, 2016, Evaluation of the crash mitigation effect of low-speed automated emergency braking systems based on insurance claims data, Traffic Inj. Prev., 42, 10.1080/15389588.2016.1186802 Jeong, 2017, Evaluating the effectiveness of active vehicle safety systems, Accid. Anal. Prev., 100, 85, 10.1016/j.aap.2017.01.015 Korner, 1989 Kovaceva, 2018 Krebs, 2018 Kreiss, 2015 Kruschke, 2015 Kuehn, 2009, Benefit estimation of advanced driver assistance systems for cars derived from real-life accidents, 21st International Technical Conference on the Enhanced Safety of Vehicles ESV, 18 Kullgren, 2008 Kusano, 2012, Safety benefits of forward collision warning, brake assist, and autonomous braking systems in rear-end collisions, Ieee Trans. Intell. Transp. Syst., 13, 1546, 10.1109/TITS.2012.2191542 Lee, 2019 Liddell, 2018, Analyzing ordinal data with metric models: what could possibly go wrong?, J. Exp. Soc. Psychol., 79, 328, 10.1016/j.jesp.2018.08.009 Lindman, 2010 McLaughlin, 2008, A method for evaluating collision avoidance systems using naturalistic driving data, Accid. Anal. Prev., 40, 8, 10.1016/j.aap.2007.03.016 Miaou, 2003, Modeling traffic crash-flow relationships for intersections: dispersion parameter, functional form, and Bayes versus Empirical Bayes methods, Transp. Res. Rec., 1840, 31, 10.3141/1840-04 Mitra, 2007, On the nature of over-dispersion in motor vehicle crash prediction models, Accid. Anal. Prev., 39, 459, 10.1016/j.aap.2006.08.002 Morando, 2019 Nilsson, 2014 Page, 2015 Persaud, 2001, Safety effect of roundabout conversions in the United States: empirical bayes observational before-after study, Transp. Res. Rec., 1751, 1, 10.3141/1751-01 Petitjean, 2012, Injury risk curves for the WorldSID 50th male dummy, Stapp Car Crash J., 56, 323 Rosen, 2013, 618 Sander, 2018 Schneider, 2016 Sternlund, 2017, The effectiveness of lane departure warning systems—a reduction in real-world passenger car injury crashes, Traffic Inj. Prev., 18, 225, 10.1080/15389588.2016.1230672 van Noort, 2012 Wang, 2016, Multi-functional open-source simulation platform for development and functional validation of ADAS and automated driving, 135 Wille, 2012, rateEFFECT-Entwicklung eines Werkzeugs zur Effizienzbewertung aktiver Sicherheitssysteme Wimmer, 2019, Toward harmonizing prospective effectiveness assessment for road safety: comparing tools in standard test case simulations, Traffic Inj. Prev., 139, 10.1080/15389588.2019.1616086 Wisch, 2017 Wisch, 2016 Xie, 2018, Bayesian approach to model pedestrian crashes at signalized intersections with measurement errors in exposure, Accid. Anal. Prev., 121, 285, 10.1016/j.aap.2018.09.030 Yanagisawa, 2017 Yoganandan, 2016, Deriving injury risk curves using survival analysis from biomechanical experiments, J. Biomech., 3260, 10.1016/j.jbiomech.2016.08.002 Zhao, 2019, AEB effectiveness evaluation based on car-to-cyclist accident reconstructions using video of drive recorder, Traffic Inj. Prev., 20, 100, 10.1080/15389588.2018.1533247