A systematic literature review of the factors influencing the adoption of autonomous driving

• Abraham H, Lee C, Brady S, Fitzgerald C, Mehler B, Reimer B, Coughlin JF (2017) Autonomous vehicles and alternatives to driving: trust, preferences, and effects of age. In: Proceedings of the transportation research board 96th annual meeting (TRB'17)

• Adegoke EI, Zidane J, Kampert E, Ford CR, Birrell SA, Higgins MD (2019) Infrastructure Wi-Fi for connected autonomous vehicle positioning: a review of the state-of-the-art. Veh Commun 20:100185

  Google Scholar 

• Adnan N, Nordin SM, bin Bahruddin, MA, Ali M (2018) How trust can drive forward the user acceptance to the technology? In-vehicle technology for autonomous vehicle. Transp Res Part A Policy Pract 118:819–836

  Google Scholar 

• Agunbiade YO., Dehinbo JO, Zuva T, Akanbi AK (2016) Road detection technique using filters with application to autonomous driving system. arXiv preprint http://arxiv.org/abs/1809.05878

• Ajzen I (1991) The theory of planned behaviour. Organ Behav Hum Decis Process 50(2):179–221

  Google Scholar 

• Al-Khouri AM (2012) eGovernment strategies the case of the United Arab Emirates (UAE). Eur J ePractice 17:126–150

  Google Scholar 

• Anderson JM, Nidhi K, Stanley KD, Sorensen P, Samaras C, Oluwatola OA (2016) Autonomous vehicle technology: a guide for policymakers. Rand Corporation, Monica

  Google Scholar 

• Ayawli BBK, Chellali R, Appiah AY, Kyeremeh F (2018) An overview of nature-inspired, conventional, and hybrid methods of autonomous vehicle path planning. J Adv Transp 2018:1–27

  Google Scholar 

• Bagloee SA, Tavana M, Asadi M, Oliver T (2016) Autonomous vehicles: challenges, opportunities, and future implications for transportation policies. J Mod Transp 24(4):284–303

  Google Scholar 

• Bansal P, Kockelman KM (2017) Forecasting Americans’ long-term adoption of connected and autonomous vehicle technologies. Transp Res Part A Policy Pract 95:49–63

  Google Scholar 

• Bansal P, Kockelman KM, Singh A (2016) Assessing public opinions of and interest in new vehicle technologies: an Austin perspective. Transp Res Part C Emerg Technol 67:1–14

  Google Scholar 

• Barabás I, Todoruţ A, Cordoş N, Molea A (2017) Current challenges in autonomous driving. In: IOP conference series: materials science and engineering, vol 252, no. 1. IOP Publishing, p 012096

• Barnard M, Hitt R, Norton M, Lee YC (2019) Posing questions and policy suggestions: autonomous vehicles & climate change. In: Proceedings of the... international driving symposium on human factors in driver assessment, training and vehicle design, vol 2019. University of Iowa Public Policy Center, pp 308–313

• Bimbraw K (2015) Autonomous cars: past, present and future a review of the developments in the last century, the present scenario and the expected future of autonomous vehicle technology. In: 2015 12th international conference on informatics in control, automation and robotics (ICINCO), vol 1. IEEE, pp 191–198

• Bloom C, Tan J, Ramjohn J, Bauer L (2017) Self-driving cars and data collection: Privacy perceptions of networked autonomous vehicles. In: Thirteenth symposium on usable privacy and security ({SOUPS} 2017, pp 357–375

• Boeglin J (2015) The costs of self-driving cars: reconciling freedom and privacy with tort liability in autonomous vehicle regulation. Yale J Law Technol 17:171

  Google Scholar 

• Bösch PM, Becker F, Becker H, Axhausen KW (2018) Cost-based analysis of autonomous mobility services. Transp Policy 64:76–91

  Google Scholar 

• Brenner W, Herrmann A (2018) An overview of technology, benefits and impact of automated and autonomous driving on the automotive industry. In: Linnhoff-Popien C, Schneider R, Zaddach M (eds) Digital marketplaces unleashed. Springer, Berlin, Heidelberg, pp 427–442

  Google Scholar 

• Brereton P, Kitchenham BA, Budgen D, Turner M, Khalil M (2007) Lessons from applying the systematic literature review process within the software engineering domain. J Syst Softw 80(4):571–583

  Google Scholar 

• Campbell M, Egerstedt M, How JP, Murray RM (2010) Autonomous driving in urban environments: approaches, lessons and challenges. Philos Trans R Soc Math Phys Eng Sci 368(1928):4649–4672

  Google Scholar 

• Chen TD, Kockelman KM (2016) Management of a shared autonomous electric vehicle fleet: implications of pricing schemes. Transp Res Rec 2572(1):37–46

  Google Scholar 

• Chen TD, Kockelman KM, Hanna JP (2016) Operations of a shared, autonomous, electric vehicle fleet: implications of vehicle & charging infrastructure decisions. Transp Res Part A Policy Pract 94:243–254

  Google Scholar 

• Cho E, Jung Y (2018) Consumers’ understanding of autonomous driving. Inf Technol People 31(5):1035–1046

  Google Scholar 

• Choi JK, Ji YG (2015) Investigating the importance of trust on adopting an autonomous vehicle. Int J Hum Comput Interact 31(10):692–702

  Google Scholar 

• Collingwood L (2017) Privacy implications and liability issues of autonomous vehicles. Inf Commun Technol Law 26(1):32–45

  Google Scholar 

• Cook DJ, Mulrow CD, Haynes RB (1997) Systematic reviews: synthesis of best evidence for clinical decisions. Ann Intern Med 126(5):376–380

  Google Scholar 

• Cunneen M, Mullins M, Murphy F, Shannon D, Furxhi I, Ryan C (2020) Autonomous vehicles and avoiding the trolley (dilemma): vehicle perception, classification, and the challenges of framing decision ethics. Cybern Syst 51(1):59–80

  Google Scholar 

• Davidson P, Spinoulas A (2015) Autonomous vehicles: what could this mean for the future of transport. In: Australian Institute of Traffic Planning and Management (AITPM) National Conference, Brisbane, Queensland

• Daziano RA, Sarrias M, Leard B (2017) Are consumers willing to pay to let cars drive for them? Analyzing response to autonomous vehicles. Transp Res Part C Emerg Technol 78:150–164

  Google Scholar 

• Deb S, Strawderman L, Carruth DW, DuBien J, Smith B, Garrison TM (2017) Development and validation of a questionnaire to assess pedestrian receptivity toward fully autonomous vehicles. Transp Res Part C Emerg Technol 84:178–195

  Google Scholar 

• Dixit VV, Chand S, Nair DJ (2016) Autonomous vehicles: disengagements, accidents and reaction times. PLoS ONE 11(12):e0168054

  Google Scholar 

• Duarte F, Ratti C (2018) The impact of autonomous vehicles on cities: a review. J Urban Technol 25(4):3–18

  Google Scholar 

• Engelman GH, Miller AM, Stephenson RL, Tellis L, Zwicky TD (2017) U.S. Patent No. 9,666,069. Washington, DC: U.S. Patent and Trademark Office

• Fagnant DJ, Kockelman K (2015) Preparing a nation for autonomous vehicles: opportunities, barriers and policy recommendations. Transp Res Part A Policy Pract 77:167–181

  Google Scholar 

• Fagnant DJ, Kockelman KM, Bansal P (2015) Operations of shared autonomous vehicle fleet for Austin, Texas, market. Transp Res Rec 2563(1):98–106

  Google Scholar 

• Faisal A, Yigitcanlar T, Kamruzzaman M, Currie G (2019) Understanding autonomous vehicles: a systematic literature review on capability, impact, planning and policy. J Transp Land Use 12(1):45–72

  Google Scholar 

• Flemming B, Gill V, Godsmark P, Kirk B (2015) Automated vehicles: the coming of the next disruptive technology. In: The Conference Board of Canada; Conference Board of Canada, Ottawa, ON, Canada

• Fried BH (2012) What does matter? The case for killing the trolley problem (or letting it die). Philos Q 62(248):505–529

  Google Scholar 

• Ge IJ, Avedisov SS, He CR, Qin WB, Sadeghpour M, Orosz G (2018) Experimental validation of connected automated vehicle design among human-driven vehicles. Transp Res Part C Emerg Technol 91:335–352

  Google Scholar 

• Geistfeld MA (2017) A roadmap for autonomous vehicles: state tort liability, automobile insurance, and federal safety regulation. Calif Law Rev 105:1611

  Google Scholar 

• Glancy DJ (2012) Privacy in autonomous vehicles. Santa Clara Law Rev 52:1171

  Google Scholar 

• Goel P, Goudar RH, Malik R, Singh R, Singh NK (2017) Localization based intelligent traffic management system. Int J Syst Assur Eng Manag 8(1):90–98

  Google Scholar 

• Gogoll J, Müller JF (2017) Autonomous cars: in favor of a mandatory ethics setting. Sci Eng Ethics 23(3):681–700

  Google Scholar 

• Goodall NJ (2016) Away from trolley problems and toward risk management. Appl Artif Intell 30(8):810–821

  Google Scholar 

• Guo H, Cao D, Chen H, Sun Z, Hu Y (2019) Model predictive path following control for autonomous cars considering a measurable disturbance: implementation, testing, and verification. Mech Syst Signal Process 118:41–60

  Google Scholar 

• Gurumurthy KM, Kockelman KM (2020) Modeling Americans’ autonomous vehicle preferences: a focus on dynamic ride-sharing, privacy & long-distance mode choices. Technol Forecast Soc Change 150:119792

  Google Scholar 

• Güzel MS (2013) Autonomous vehicle navigation using vision and mapless strategies: a survey. Adv Mech Eng 5:234747

  Google Scholar 

• Helle P, Schamai W, Strobel C (2016) Testing of autonomous systems—challenges and current state‐of‐the‐art. In: INCOSE international symposium, vol 26, no. 1, pp 571–584

• Hörl S, Ciari F, Axhausen KW (2016) Recent perspectives on the impact of autonomous vehicles. In: Arbeitsberichte Verkehrs-und Raumplanung, vol 1216

• Jadaan K, Zeater S, Abukhalil Y (2017) Connected vehicles: an innovative transport technology. Procedia Eng 187:641–648

  Google Scholar 

• Jiménez F, Clavijo M, Naranjo JE, Gómez Ó (2016) Improving the lane reference detection for autonomous road vehicle control. J Sens 2016:1–13

  Google Scholar 

• Johnson C (2017) Readiness of the road network for connected and autonomous vehicles. RAC Foundation, London

  Google Scholar 

• Khan A (2017) Modelling human factors for advanced driving assistance system design. In: Stanton N, Landry S, Di Bucchianico G, Vallicelli A (eds) Advances in human aspects of transportation, vol 484. Springer, Cham, pp 3–14

  Google Scholar 

• Karsh BT (2004) Beyond usability: designing effective technology implementation systems to promote patient safety. BMJ Qual Saf 13(5):388–394

  Google Scholar 

• Kennedy C (2017) New threats to vehicle safety: how cybersecurity policy will shape the future of autonomous vehicles. Michigan Telecommun Technol Law Rev 23:343

  Google Scholar 

• Koopman P, Wagner M (2017) Autonomous vehicle safety: an interdisciplinary challenge. IEEE Intell Transp Syst Mag 9(1):90–96

  Google Scholar 

• KPMG (2018) Autonomous Vehicles Readiness Index: assessing countries openness and preparedness for autonomous vehicles, vol 60

• Kuderer M, Gulati S, Burgard W (2015) Learning driving styles for autonomous vehicles from demonstration. In: 2015 IEEE international conference on robotics and automation (ICRA). IEEE, pp 2641–2646

• Kuutti S, Fallah S, Katsaros K, Dianati M, Mccullough F, Mouzakitis A (2018) A survey of the state-of-the-art localization techniques and their potentials for autonomous vehicle applications. IEEE Internet Things J 5(2):829–846

  Google Scholar 

• Latham A, Nattrass M (2019) Autonomous vehicles, car-dominated environments, and cycling: using an ethnography of infrastructure to reflect on the prospects of a new transportation technology. J Transp Geogr 81:102539

  Google Scholar 

• Leicht T, Chtourou A, Youssef KB (2018) Consumer innovativeness and intentioned autonomous car adoption. J High Technol Manag Res 29(1):1–11

  Google Scholar 

• Lengyel H, Szalay Z (2018) Traffic sign anomalies and their effects to the highly automated and autonomous vehicles. In: 35th international colloquium on advanced manufacturing and repair technologies in vehicle industry, pp 193–204

• Levin MW, Boyles SD (2015) Intersection auctions and reservation-based control in dynamic traffic assignment. Transp Res Rec 2497(1):35–44

  Google Scholar 

• Levin MW, Boyles SD, Patel R (2016) Paradoxes of reservation-based intersection controls in traffic networks. Transp Res Part A Policy Pract 90:14–25

  Google Scholar 

• Link H, Nash C, Ricci A, Shires J (2016) A generalized approach for measuring the marginal social costs of road transport in Europe. Int J Sustain Transp 10(2):105–119

  Google Scholar 

• Linkov V, Zámečník P, Havlíčková D, Pai CW (2019) Human factors in the cybersecurity of autonomous cars: trends in current research. Front Psychol 10:995

  Google Scholar 

• Litman T (2014) Autonomous vehicle implementation predictions implications for transport planning. Victoria Transport Policy Institute, Victoria

  Google Scholar 

• Litman T (2017) Autonomous vehicle implementation predictions. Victoria Transport Policy Institute, Victoria, p 28

  Google Scholar 

• Lytrivis P, Papanikolaou E, Amditis A, Dirnwöber M, Froetscher A, Protzmann R, ... Kerschbaumer A (2018) Advances in road infrastructure, both physical and digital, for mixed vehicle traffic flows. In: Proceedings of the 7th transport research Arena, Vienna, Austria, 16–19

• Marchant GE, Lindor RA (2012) The coming collision between autonomous vehicles and the liability system. Santa Clara Law Rev 52:1321

  Google Scholar 

• Medina-Tapia M, Robusté F (2019) Implementation of connected and autonomous vehicles in cities could have neutral effects on the total travel time costs: modeling and analysis for a circular city. Sustainability 11(2):482

  Google Scholar 

• Mohamed A, Ren J, El-Gindy M, Lang H, Ouda AN (2018) Literature survey for autonomous vehicles: sensor fusion, computer vision, system identification and fault tolerance. Int J Autom Control 12(4):555–581

  Google Scholar 

• Morando MM, Tian Q, Truong LT, Vu HL (2018) Studying the safety impact of autonomous vehicles using simulation-based surrogate safety measures. J Adv Transp 2018:1–11

• Mordue G, Yeung A, Wu F (2020) The looming challenges of regulating high level autonomous vehicles. Transp Res Part A Policy Pract 132:174–187

  Google Scholar 

• Namazi E, Li J, Lu C (2019) Intelligent intersection management systems considering autonomous vehicles: a systematic literature review. IEEE Access 7:91946–91965

  Google Scholar 

• Nikitas A, Njoya ET, Dani S (2019) Examining the myths of connected and autonomous vehicles: analysing the pathway to a driverless mobility paradigm. Int J Automot Technol Manage 19(1–2):10–30

  Google Scholar 

• O'Kelly M, Abbas H, Mangharam R (2017) Computer-aided design for safe autonomous vehicles. In: 2017 resilience week (RWS). IEEE, pp 90–96

• Oliveira CMD, De Mello A, Bandeira R, Vasconcelos Goes G, Schmitz Gonçalves DN, D’Agosto MDA (2017) Sustainable vehicles-based alternatives in last mile distribution of urban freight transport: A systematic literature review. Sustainability 9(8):1324

  Google Scholar 

• Pandey P, Shukla A, Tiwari R (2018) Three-dimensional path planning for unmanned aerial vehicles using glowworm swarm optimization algorithm. Int J Syst Assur Eng Manag 9(4):836–852

  Google Scholar 

• Parry IW, Walls M, Harrington W (2007) Automobile externalities and policies. J Econ Lit 45(2):373–399

  Google Scholar 

• Pek C, Althoff M (2019) Ensuring motion safety of autonomous vehicles through online fail-safe verification. In; Robotics: science and systems-pioneers workshop

• Pek C, Zahn P, Althoff M (2017) Verifying the safety of lane change maneuvers of self-driving vehicles based on formalized traffic rules. In: 2017 IEEE intelligent vehicles symposium (IV). IEEE, pp 1477–1483

• Pendleton SD, Andersen H, Du X, Shen X, Meghjani M, Eng YH, Ang MH (2017) Perception, planning, control, and coordination for autonomous vehicles. Machines 5(1):6

  Google Scholar 

• Plathottam SJ, Ranganathan P (2018) Next generation distributed and networked autonomous vehicles. In: 2018 10th international conference on communication systems & networks (COMSNETS). IEEE, pp 577–582

• Puylaert S, Snelder M, van Nes R, van Arem B (2018) Mobility impacts of early forms of automated driving—a system dynamic approach. Transp Policy 72:171–179

  Google Scholar 

• Ramanujam M (2017) U.S. Patent No. 9,805,519. Washington, DC: U.S. Patent and Trademark Office

• Rhiu I, Kwon S, Bahn S, Yun MH, Yu W (2015) Research issues in smart vehicles and elderly drivers: a literature review. Int J Hum Comput Interact 31(10):635–666

  Google Scholar 

• Riehl DA (2018) Car minus driver: autonomous vehicles driving regulation, liability, and policy. Comput Internet Lawyer 35(5):1–18

  Google Scholar 

• Rosique F, Navarro PJ, Fernández C, Padilla A (2019) A systematic review of perception system and simulators for autonomous vehicles research. Sensors 19(3):648

  Google Scholar 

• Ross PE (2014) Robot, you can drive my car. IEEE Spectr 51(6):60–90

  Google Scholar 

• SAE International (2018) Taxonomy and definitions for terms related to driving automation systems for on-road motor vehicles. SAE International, Washington

  Google Scholar 

• Schoettle B, Sivak M (2016). Motorists’ preferences for different levels of vehicle automation: 2016. University of Michigan Sustainable Worldwide Transportation.

• Schwammberger M (2018) Introducing Liveness into Multi-lane Spatial Logic lane change controllers using UPPAAL. arXiv preprint http://arxiv.org/abs/1804.04346

• Schwarting W, Alonso-Mora J, Rus D (2018) Planning and decision-making for autonomous vehicles. Ann Rev Control Robot Auton Syst 1:187–210

  Google Scholar 

• Sener IN, Zmud J (2019) Chipping away at uncertainty: intent to use self-driving vehicles and the role of ride-hailing. Transp Plan Technol 42(7):645–661

  Google Scholar 

• Sheehan B, Murphy F, Mullins M, Ryan C (2019) Connected and autonomous vehicles: a cyber-risk classification framework. Transp Res Part A Policy Pract 124:523–536

  Google Scholar 

• Shi W, Alawieh MB, Li X, Yu H (2017) Algorithm and hardware implementation for visual perception system in autonomous vehicle: a survey. Integration 59:148–156

  Google Scholar 

• Shladover SE (2018) Connected and automated vehicle systems: introduction and overview. J Intell Transp Syst 22(3):190–200

  Google Scholar 

• Singh S, Galar D, Baglee D, Björling SE (2014) Self-maintenance techniques: a smart approach towards self-maintenance system. Int J Syst Assur Eng Manag 5(1):75–83

  Google Scholar 

• Skeete JP (2018) Level 5 autonomy: the new face of disruption in road transport. Technol Forecast Soc Change 134:22–34

  Google Scholar 

• Sparrow R, Howard M (2017) When human beings are like drunk robots: driverless vehicles, ethics, and the future of transport. Transp Res Part C Emerg Technolog 80:206–215

  Google Scholar 

• Steininger M, Stephan C, Böhm C, Sauer F, Zink R (2016) Mapping the surroundings as a requirement for autonomous driving. Acta Polytech CTU Proc 6:28–33

  Google Scholar 

• Steyn WJvdM, Maina JW (2019) Guidelines for the use of accelerated pavement testing data in autonomous vehicle infrastructure research. J Traffic Transp Eng (English Edition) 6:273–281

  Google Scholar 

• Taeihagh A, Lim HSM (2019) Governing autonomous vehicles: emerging responses for safety, liability, privacy, cybersecurity, and industry risks. Transp Rev 39(1):103–128

  Google Scholar 

• Talebian A, Mishra S (2018) Predicting the adoption of connected autonomous vehicles: a new approach based on the theory of diffusion of innovations. Transp Res Part C Emerg Technol 95:363–380

  Google Scholar 

• Thomé AMT, Scavarda LF, Scavarda AJ (2016) Conducting systematic literature review in operations management. Prod Plan Control 27(5):408–420

  Google Scholar 

• Tian Y, Pei K, Jana S, Ray B (2018) Deeptest: automated testing of deep-neural-network-driven autonomous cars. In: Proceedings of the 40th international conference on software engineering, pp 303–314

• Tokody D, Albini A, Ady L, Rajnai Z, Pongrácz F (2018) Safety and security through the design of autonomous intelligent vehicle systems and intelligent infrastructure in the smart city. Interdiscip Descr Complex Syst INDECS 16(3-A):384–396

  Google Scholar 

• Tranfield D, Denyer D, Smart P (2003) Towards a methodology for developing evidence-informed management knowledge by means of systematic review. Br J Manag 14(3):207–222

  Google Scholar 

• Urmson C (2016) Google self-driving car project. In: South by Southwest (SXSW)

• Van Brummelen J, O’Brien M, Gruyer D, Najjaran H (2018) Autonomous vehicle perception: the technology of today and tomorrow. Transp Res Part C Emerg Technol 89:384–406

  Google Scholar 

• Vellinga NE (2017) From the testing to the deployment of self-driving cars: legal challenges to policymakers on the road ahead. Comput Law Secur Rev 33(6):847–863

  Google Scholar 

• Xargay E, Dobrokhodov V, Kaminer I, Pascoal AM, Hovakimyan N, Cao C (2012) Time-critical cooperative control of multiple autonomous vehicles: robust distributed strategies for path-following control and time-coordination over dynamic communications networks. IEEE Control Syst Mag 32(5):49–73

  MathSciNet  MATH  Google Scholar 

• Zheng L, Li B, Yang B, Song H, Lu Z (2019) Lane-level road network generation techniques for lane-level maps of autonomous vehicles: a survey. Sustainability 11(16):4511

  Google Scholar 

• Zmud JP, Sener IN (2017) Towards an understanding of the travel behavior impact of autonomous vehicles. Transp Res Procedia 25:2500–2519

  Google Scholar 

• Zmud J, Sener IN, Wagner J (2016) Self-driving vehicles: determinants of adoption and conditions of usage. Transp Res Rec 2565(1):57–64

  Google Scholar 

• Zohdy IH, Rakha HA (2016) Intersection management via vehicle connectivity: the intersection cooperative adaptive cruise control system concept. J Intell Transp Syst 20(1):17–32

  Google Scholar 

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