Complexity of traffic interactions: Improving behavioural intelligence in driving simulation scenarios

Understanding Complex Systems

Volumn 2009, Issue , 2009, Pages 201-209

  Dumbuya, Abs ^a   Booth, Anna ^a   Reed, Nick ^a   Kirkham, Andrew ^a   Philpott, Toby ^a   Zhao, John ^b   Wood, Robert ^b  

^a TRANSPORT RESEARCH LABORATORY   (United Kingdom)

^b LOUGHBOROUGH UNIVERSITY   (United Kingdom)

Author keywords

AI supported simulation; Behavioural science; Neural network; Psychology; Simulators

Indexed keywords

EID: 57749207234     PISSN: 18600832     EISSN: 18600840     Source Type: Book Series    
DOI: 10.1007/978-3-540-88073-8_17     Document Type: Article

References (10)

1. Abdennour, A.; and A.S. Al-Ghamdi (2006) Artificial neural networks applied to the estimation of vehicle headways in freeway sections. TEC, February 2006, 56-59.
2. Allen, R.W.; Park, G.; Rosenthal, T.J.; and B.M. Aponso (2004) A process for developing scenarios for driving simulations. IMAGE 2004 Conference, Arizona, Paper No 632.
3. Allen, R.W.; Rosenthal, T.J.; and G. Park (2003) Scenarios produced by procedural methods for driving research, assessment and training applications. Driving Simulation Conference, North America (DSC-NA), Michigan, Paper No 621.
4. Champion, A.; Mandiau, R.; Kolski, C.; Heidet, A.; and A. Kemeny (1999) Traffic generation with the SCANeR II simulator: Towards a multi-agent architecture. Driving Simulation Conference, DSC'99 Paris, France, 311-324.
5. Dumbuya, A.D.; Wood, R.L.; Gordon, T.J.; and P. Thomas (2002) An agent-based traffic simulation framework to model intelligent virtual driver behaviour. Driving Simulation Conference (DSC'02), Paris, France, September 11-13, 2002, 363-373.
6. Dumbuya, A. D.; and R.L. Wood (2003) Visual perception modelling for intelligent virtual driver agents in synthetic driving simulation. Journal of Experimental and Theoretical Artificial Intelligence (JETAI), 15:1, 73-102.
7. Gurney, K. (1997) An introduction to Neural Networks. UCL Press.
8. Lin Y.; Tang P.; Zhang, W.J.; and Q. Yu (2005) Artificial neural network modelling of driver handling behaviour in a driver-vehicle-environment system. International Journal of Vehicle Design, 37:1, 24-45.
9. Michon, J.A. (1985) A Critical view of driver behaviour models: What do we know, what should we do? in L. Evans and R. Schwing (eds). Human Behaviour and Traffic Safety. London: Plenum, 516-520.
10. Parkes, A. M. (2005) Improved realism and improved utility of driving simulators: Are they mutually exclusive?. HUMANIST Workshop, Conference on Application of New Technologies to Driver Training. CDV, Brno, Czech Republic, January 2005.