Generating real-time driving volatility information

21st World Congress on Intelligent Transport Systems, ITSWC 2014: Reinventing Transportation in Our Connected World

Volumn , Issue , 2014, Pages

  Liu, Jun ^a   Wang, Xin ^a   Khattak, Asad J ^b  

^a University of Tennessee   (United States)

^b UNIVERSITY OF TENNESSEE   (United States)

Author keywords

Instantaneous driving decision; Measures; Patterns; Volatility information

Indexed keywords

ACCELERATION; BRAKES; FLEET OPERATIONS; GLOBAL POSITIONING SYSTEM; INTELLIGENT SYSTEMS; TRAFFIC CONTROL; TRANSPORTATION;

EMPIRICAL ANALYSIS; INSTANTANEOUS DRIVING DECISION; MEASURES; PATTERNS; STATISTICAL MODELING; SUBSTANTIAL VARIATIONS; TRANSPORTATION NETWORK; VOLATILITY INFORMATION;

URBAN TRANSPORTATION;

EID: 84929207283     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (42)

1. FHWA, Highway Statistics. 2013, US Department of Transportation: Washington D.C.
2. Personal Transportation Factsheet. 2013: University of Michigan.
3. Evans, L., "Driver behavior effects on fuel consumption in urban driving". Human Factors: The Journal of the Human Factors and Ergonomics Society, 1979. 21(4): p. 389-398.
4. Barth, M. and K. Boriboonsomsin, "Energy and emissions impacts of a freeway-based dynamic eco-driving system". Transportation Research Part D: Transport and Environment, 2009. 14(6): p. 400-410.
5. De Vlieger, I., D. De Keukeleere, and J. Kretzschmar, "Environmental effects of driving behaviour and congestion related to passenger cars". Atmospheric Environment, 2000. 34(27): p. 4649-4655.
6. Wang, X., A.J. Khattak, G. Masghati-Amoli, S. Son, and J. Liu. "What is the Level of Volatility in Instantaneous Driving Decisions?". in 93rd Annual Meeting of the Transportation Research Board. 2014. Washington D.C.
7. TRB, Managing Speed: Review of current practice for setting and enforcing speed limits, in Transportation Research Board, National Research Council. 1998: Washington D.C.
8. Islam, M.T. and K. El-Basyouny, "An integrated speed management plan to reduce vehicle speeds in residential areas: Implementation and evaluation of the Silverberry Action Plan". Journal of safety research, 2013. 45: p. 85-93.
9. Islam, M.T., K. El-Basyouny, and S.E. Ibrahim, "The impact of lowered residential speed limits on vehicle speed behavior". Safety science, 2014. 62: p. 483-494.
10. TRB Special Report 254, Managing Speed: Review of Current Practice for Setting and Enforcing Speed Limits. 1998, Transportation Research Board, Washington D.C.
11. West, R., J. Elander, and D. French, "Mild social deviance, Type-A behaviour pattern and decision-making style as predictors of self-reported driving style and traffic accident risk". British Journal of Psychology, 1993. 84(2): p. 207-219.
12. NHTSA. "Resource Guide Describes Best Practices For Aggressive Driving Enforcement". 2000 [cited 2014 May 15th]; Available from: http://www.nhtsa.gov/About+NHTSA/Traffic+Techs/current/Resource+Guide+Describes+Best+Practices+For+Aggressive+Driving+Enforcement.
13. Lajunen, T., A. Corry, H. Summala, and L. Hartley, "Impression management and self-deception in traffic behaviour inventories". Personality and individual differences, 1997. 22(3): p. 341-353.
14. Lajunen, T., A. Corry, H. Summala, and L. Hartley, "Cross-cultural differences in drivers' self-assessments of their perceptual-motor and safety skills: Australians and Finns". Personality and Individual Differences, 1998. 24(4): p. 539-550.
15. Hoedemaeker, M. and K.A. Brookhuis, "Behavioural adaptation to driving with an adaptive cruise control (ACC)". Transportation Research Part F: Traffic Psychology and Behaviour, 1998. 1(2): p. 95-106.
16. Åberg, L., L. Larsen, A. Glad, and L. Beilinsson, "Observed vehicle speed and drivers' perceived speed of others". Applied Psychology, 1997. 46(3): p. 287-302.
17. Haglund, M. and L. Åberg, "Speed choice in relation to speed limit and influences from other drivers". Transportation Research Part F: Traffic Psychology and Behaviour, 2000. 3(1): p. 39-51.
18. Lajunen, T., J. Karola, and H. Summala, "Speed and acceleration as measures of driving style in young male drivers". Perceptual and motor skills, 1997. 85(1): p. 3-16.
19. Kim, E. and E. Choi. "Estimates of Critical Values of Aggressive Acceleration from a Viewpoint of Fuel Consumption and Emissions". in 2013 Transportation Research Board Annual Meeting. 2013. Washington DC: Transportation Research Board.
20. Langari, R. and J.-S. Won, "Intelligent energy management agent for a parallel hybrid vehicle-part I: system architecture and design of the driving situation identification process". Vehicular Technology, IEEE Transactions on, 2005. 54(3): p. 925-934.
21. Rakha, H., I. Lucic, S.H. Demarchi, J.R. Setti, and M.V. Aerde, "Vehicle dynamics model for predicting maximum truck acceleration levels". Journal of transportation engineering, 2001. 127(5): p. 418-425.
22. Murphey, Y.L., R. Milton, and L. Kiliaris. "Driver's style classification using jerk analysis". in Computational Intelligence in Vehicles and Vehicular Systems, 2009. CIVVS'09. IEEE Workshop on. 2009. IEEE.
23. Won, J.-S. and R. Langari, "Intelligent energy management agent for a parallel hybrid vehicle-part II: torque distribution, charge sustenance strategies, and performance results". Vehicular Technology, IEEE Transactions on, 2005. 54(3): p. 935-953.
24. Greene, D.L., "Vehicle Use and Fuel Economy: How Big is the" Rebound" Effect?". The Energy Journal, 1992. 13(1): p. 117-144.
25. Jeong, K.S. and B.S. Oh, "Fuel economy and life-cycle cost analysis of a fuel cell hybrid vehicle". Journal of Power Sources, 2002. 105(1): p. 58-65.
26. Callon, M., "The sociology of an actor-network: The case of the electric vehicle". Mapping the dynamics of science and technology, 1986. 23.
27. Shinar, D., "Aggressive driving: the contribution of the drivers and the situation". Transportation Research Part F: Traffic Psychology and Behaviour, 1998. 1(2): p. 137-160.
28. Parker, D., T. Lajunen, and S. Stradling, "Attitudinal predictors of interpersonally aggressive violations on the road". Transportation Research Part F: Traffic Psychology and Behaviour, 1998. 1(1): p. 11-24.
29. Pataki, G., Governor Pataki Announces legislation to Fight Road Rage. 1998, New York State Government Press Release [Online]. www.state.ny.us/governor/press/feb1998.html [July 23, 1999].
30. Simons-Morton, B., N. Lerner, and J. Singer, "The observed effects of teenage passengers on the risky driving behavior of teenage drivers". Accident Analysis & Prevention, 2005. 37(6): p. 973-982.
31. Parker, D., T. Lajunen, and H. Summala, "Anger and aggression among drivers in three European countries". Accident Analysis & Prevention, 2002. 34(2): p. 229-235.
32. Shinar, D. and R. Compton, "Aggressive driving: an observational study of driver, vehicle, and situational variables". Accident Analysis & Prevention, 2004. 36(3): p. 429-437.
33. Ellison-Potter, P., P. Bell, and J. Deffenbacher, "The Effects of Trait Driving Anger, Anonymity, and Aggressive Stimuli on Aggressive Driving Behavior". Journal of Applied Social Psychology, 2001. 31(2): p. 431-443.
34. Parker, D., J.T. Reason, A.S.R. Manstead, and S.G. Stradling, "Driving errors, driving violations and accident involvement". Ergonomics, 1995. 38(5): p. 1036-1048.
35. Krahé, B. and I. Fenske, "Predicting aggressive driving behavior: The role of macho personality, age, and power of car". Aggressive Behavior, 2002. 28(1): p. 21-29.
36. Choudhury, C.F., Modeling Driving Decisions with Latent Plans, in The Civil and Environmental Engineering. 2007, Massachusetts Institute of Technology.
37. Stewart, A.E. and J.H. Lord, "Motor vehicle crash versus accident: a change in terminology is necessary". Journal of traumatic stress, 2002. 15(4): p. 333-335.
38. Geostats, P.N.i.A.w., "Atlanta Regional Commission Regional Travel Survey Final Report". 2011.
39. Atlanta Regional Commission (ARC) Regional Travel Survey: Data Dictionary for Public Download Files. 2011, National Renewable Energy Laboratory (NREL), Transportation Secure Data Center (TSDC).
40. Gibbs, P. and S. Gragert, What is the term used for the third derivative of position? 1998, tech. rep., Usenet Physics FAQ.
41. SAS. "Mixed and Random Effect Model Reports and Options". 2014 [cited 2014 Feb. 14]; Available from: http://www.jmp.com/support/help/Mixed-and-Random-Effect-Model-Reports-and-Options.shtml.
42. AASHTO, "A Policy on Geometric Design of Highways and Streets, 6th Edition, 2011". American Association of State Highway and Transportation Officials, Washington, DC, 2011. 1: p. 990.