메뉴 건너뛰기




Volumn 13, Issue 2, 2012, Pages 724-736

Driver behavior classification at intersections and validation on large naturalistic data set

Author keywords

Driver behavior; driver warning systems; intention prediction

Indexed keywords

DATA SETS; DRIVER BEHAVIOR; DRIVER-WARNING SYSTEMS; INTERSECTION COLLISION AVOIDANCE; LEARNING APPROACH; MULTIPLE DISCIPLINES; REAL TRAFFIC; ROAD INTERSECTIONS; U.S. DEPARTMENT OF TRANSPORTATION;

EID: 84861877503     PISSN: 15249050     EISSN: None     Source Type: Journal    
DOI: 10.1109/TITS.2011.2179537     Document Type: Article
Times cited : (217)

References (46)
  • 1
    • 0035470107 scopus 로고    scopus 로고
    • Keeping cars from crashing
    • [Online]: Available:, Sep
    • W. D. Jones, "Keeping cars from crashing," IEEE Spectrum, vol. 38, no. 9, pp. 40-45, Sep. 2001. [Online]: Available: http://dx.doi.org/10.1109/ 6.946636.
    • (2001) IEEE Spectrum , vol.38 , Issue.9 , pp. 40-45
    • Jones, W.D.1
  • 3
    • 78650499629 scopus 로고    scopus 로고
    • California intersection decision support: A driver-centeredapproach to left-turn collisionavoidance system design
    • Berkeley, CA, Tech. Rep
    • B. Bougler, D. Cody,and C. Nowakowski, "California intersection decision support: A driver-centeredapproach to left-turn collisionavoidance system design," Univ. Calif. Berkeley, Berkeley, CA, Tech. Rep., 2008.
    • (2008) Univ. Calif. Berkeley
    • Bougler, B.1    Cody, D.2    Nowakowski, C.3
  • 5
    • 24344510763 scopus 로고    scopus 로고
    • Evaluation of cooperative roadside and vehicle-based data collection for assessing intersection conflicts
    • DOI 10.1109/IVS.2005.1505096, 1505096, 2005 IEEE Intelligent Vehicles Symposium, Proceedings
    • C. Y. Chanand B. Bougler, "Evaluation of cooperative roadsideand vehicle-based data collection forassessing intersection conflicts," in Proc. IEEE Intell. Veh. Symp., 2005, pp. 165-170. (Pubitemid 44055120)
    • (2005) IEEE Intelligent Vehicles Symposium, Proceedings , vol.2005 , pp. 165-170
    • Chan, C.-Y.1    Bougler, B.2
  • 6
    • 79955475820 scopus 로고    scopus 로고
    • Cooperative intersection collisionavoidance system limited to stop signand traffic signal violations
    • Washington, DC, Midterm Phase 1 Rep
    • M.Maile, F. A. Zaid, L. Caminiti, J. Lundberg,and P. Mudalige, "Cooperative intersection collisionavoidance system limited to stop signand traffic signal violations," Nat. Highway Traffic Safety Admin., Washington, DC, Midterm Phase 1 Rep., 2008.
    • (2008) Nat. Highway Traffic Safety Admin
    • Maile, M.1    Zaid, F.A.2    Caminiti, L.3    Lundberg, J.4    Mudalige, P.5
  • 7
    • 33645682748 scopus 로고    scopus 로고
    • New Europeanapproach for intersection safety-The EC-project INTERSAFE
    • K. Fuerstenberg, "New Europeanapproach for intersection safety-The EC-project INTERSAFE," in Proc. IEEE Intell. Transp. Syst., 2005, pp. 432-436.
    • (2005) Proc. IEEE Intell. Transp. Syst , pp. 432-436
    • Fuerstenberg, K.1
  • 10
    • 40249108359 scopus 로고    scopus 로고
    • Analysis of driver behavior in dilemma zones at signalized intersections
    • DOI 10.3141/2030-05, Traffic Control Devices, Visibility, and Rail-Highway Grade Crossings 2007
    • T. Gates, D. Noyce, L. Laracuente,and E. Nordheim, "Analysis of driver behavior in dilemma zonesat signalized intersections," Transp. Res. Rec. J. Transp. Res. Board, vol. 2030, no. 1, pp. 29-39, 2007. (Pubitemid 351333768)
    • (2007) Transportation Research Record , Issue.2030 , pp. 29-39
    • Gates, T.J.1    Noyce, D.A.2    Laracuente, L.3    Nordheim, E.V.4
  • 11
    • 36849028673 scopus 로고    scopus 로고
    • Characterizing driver behavior on signalized intersection approaches at the onset of a yellow-phase trigger
    • DOI 10.1109/TITS.2007.908146
    • H. Rakha, I. El-Shawarby,and J. R. Sett, "Characterizing driver behavior on signalized intersectionapproachesat the onset ofa yellow-phase trigger," IEEE Trans. Intell. Transp. Syst., vol. 8, no. 4, pp. 630-640, Dec. 2007. (Pubitemid 350231640)
    • (2007) IEEE Transactions on Intelligent Transportation Systems , vol.8 , Issue.4 , pp. 630-640
    • Rakha, H.1    El-Shawarby, I.2    Setti, J.R.3
  • 12
    • 76149105193 scopus 로고    scopus 로고
    • Prediction of red light running based on statistics of discrete point sensors
    • L. Zhang, K. Zhou, W. Zhang,and J. A. Misener, "Prediction of red light running based on statistics of discrete point sensors," Transp. Res. Rec. J. Transp. Res. Board, vol. 2128, pp. 132-142, 2009.
    • (2009) Transp. Res. Rec. J. Transp. Res. Board , vol.2128 , pp. 132-142
    • Zhang, L.1    Zhou, K.2    Zhang, W.3    Misener, J.A.4
  • 13
    • 0442327715 scopus 로고    scopus 로고
    • Prediction of expected red-light-running freuencyat urban intersections
    • J. Bonnesonand H. Son, "Prediction of expected red-light-running freuencyat urban intersections," Transp. Res. Rec. J. Transp. Res. Board, vol. 1830, pp. 38-47, 2003.
    • (2003) Transp. Res. Rec. J. Transp. Res. Board , vol.1830 , pp. 38-47
    • Bonneson, J.1    Son, H.2
  • 14
    • 71549169883 scopus 로고    scopus 로고
    • Classificationanalysis of driver's stop/go decisionand red-light running violation
    • Jan
    • N. Elmitiny, X. Yan, E. Radwan, C. Russo,and D. Nashar, "Classificationanalysis of driver's stop/go decisionand red-light running violation," Accident Anal. Prev., vol. 42, no. 1, pp. 101-111, Jan. 2010.
    • (2010) Accident Anal. Prev , vol.42 , Issue.1 , pp. 101-111
    • Elmitiny, N.1    Yan, X.2    Radwan, E.3    Russo, C.4    Nashar, D.5
  • 16
    • 79960763507 scopus 로고    scopus 로고
    • Cooperative intersection collisionavoidance for violations: Threatassessmentalgorithm developmentand evaluation method
    • presentedat the Meeting, Washington, DC, Paper
    • Z. Doerzaph, V. Neale,and R. Kiefer, "Cooperative intersection collisionavoidance for violations: Threatassessmentalgorithm developmentand evaluation method," presentedat the Transportation Research Board 89th Annu. Meeting, Washington, DC, 2010, Paper 10-2748.
    • (2010) Transportation Research Board 89th Annu , pp. 10-2748
    • Doerzaph, Z.1    Neale, V.2    Kiefer, R.3
  • 17
    • 84951055205 scopus 로고    scopus 로고
    • Development ofa threatassessmentalgorithm for intersection collisionavoidance systems
    • Ph.D. dissertation, Blacksburg, VA
    • Z. Doerzaph, "Development ofa threatassessmentalgorithm for intersection collisionavoidance systems," Ph.D. dissertation, Virginia Polytechnic Inst. State Univ., Blacksburg, VA, 2007.
    • (2007) Virginia Polytechnic Inst. State Univ
    • Doerzaph, Z.1
  • 22
    • 67650248991 scopus 로고    scopus 로고
    • A study of driver behavior under potential threats in vehicle traffic
    • Jun
    • L. Malta, C. Miyajima,and K. Takeda, "A study of driver behavior under potential threats in vehicle traffic," IEEE Trans. Intell. Transp. Syst., vol. 10, no. 2, pp. 201-210, Jun. 2009.
    • (2009) IEEE Trans. Intell. Transp. Syst , vol.10 , Issue.2 , pp. 201-210
    • Malta, L.1    Miyajima, C.2    Takeda, K.3
  • 24
    • 84861904984 scopus 로고    scopus 로고
    • Status of NHTSA's rear-end crash prevention research program
    • presentedat the, Enhanced Safety Vehicles, Washington, DC, Paper 05-0282
    • R. J. Kiefer, J. Salinger,and J. J. Ference, "Status of NHTSA's rear-end crash prevention research program," presentedat the 19th Int. Tech. Conf. Enhanced Safety Vehicles, Washington, DC, 2005, Paper 05-0282.
    • (2005) 19th Int. Tech. Conf
    • Kiefer, R.J.1    Salinger, J.2    Ference, J.J.3
  • 25
    • 34249084194 scopus 로고    scopus 로고
    • Using support vector machines for lane-change detection
    • Proceedings of the Human Factors and Ergonomics Society 49th Annual Meeting, HFES 2005
    • H. M. Mandaliaand D. D. Salvucci, "Using support vector machines for lane-change detection," in Proc. Human Factors Ergonom. Soc. Annu. Meeting, 2005, vol. 49, pp. 1965-1969. (Pubitemid 351742621)
    • (2005) Proceedings of the Human Factors and Ergonomics Society , pp. 1965-1969
    • Mandalia, H.M.1    Salvucci, D.D.2
  • 26
    • 79960788335 scopus 로고    scopus 로고
    • Driver intent inferenceannual report
    • San Diego, CA, Tech. Rep
    • D. Wipfand B. Rao, "Driver intent inferenceannual report," Univ. California, San Diego, CA, Tech. Rep., 2003.
    • (2003) Univ. California
    • Wipf, D.1    Rao, B.2
  • 29
    • 0024610919 scopus 로고
    • A tutorial on hidden Markov modelsand selectedapplications in speech recognition
    • Feb
    • L. Rabiner, "A tutorial on hidden Markov modelsand selectedapplications in speech recognition," Proc. IEEE, vol. 77, no. 2, pp. 257-286, Feb. 1989.
    • (1989) Proc. IEEE , vol.77 , Issue.2 , pp. 257-286
    • Rabiner, L.1
  • 30
    • 0003887578 scopus 로고
    • A time-basedanalysis of road user behavior in normaland critical encounters
    • Ph.D. dissertation, Delft, The Netherlands
    • A. Van der Horst, "A time-basedanalysis of road user behavior in normaland critical encounters," Ph.D. dissertation, Delft Univ. Technol., Delft, The Netherlands, 1990.
    • (1990) Delft Univ. Technol
    • Van Der Horst, A.1
  • 31
    • 47849095625 scopus 로고    scopus 로고
    • Driver braking behavior during intersectionapproachesand implications for warning strategies for driverassistant systems
    • Istanbul, Turkey
    • H. Berndt, S.Wender,and K. Dietmayer, "Driver braking behavior during intersectionapproachesand implications for warning strategies for driverassistant systems," in Proc. Intell. Veh. Symp., Istanbul, Turkey, 2007, pp. 245-251.
    • (2007) Proc. Intell. Veh. Symp , pp. 245-251
    • Berndt H.S.Wender1    Dietmayer, K.2
  • 33
    • 79960768782 scopus 로고    scopus 로고
    • Behavior classificationalgorithmsat intersectionsand validation using naturalistic data
    • Baden-Baden, Germany, Jun
    • G. S. Aoude, V. R. Desaraju, L. H. Stephens,and J. P. How, "Behavior classificationalgorithmsat intersectionsand validation using naturalistic data," in Proc. IEEE Intell. Veh. Symp., Baden-Baden, Germany, Jun. 2011, pp. 601-606.
    • (2011) Proc. IEEE Intell. Veh. Symp , pp. 601-606
    • Aoude, G.S.1    Desaraju, V.R.2    Stephens, L.H.3    How, J.P.4
  • 34
    • 38649103039 scopus 로고    scopus 로고
    • [Online]. Available
    • SVM Application List, 2006. [Online]. Available: http://www.clopinet. com/isabelle/Projects/SVM/applist.html
    • (2006) SVM Application List
  • 35
    • 34249865344 scopus 로고    scopus 로고
    • Real-time detection of driver cognitive distraction using support vector machines
    • DOI 10.1109/TITS.2007.895298
    • Y. Liang, M. L. Reyes,and J. D. Lee, "Real-time detection of driver cognitive distraction using support vector machines," IEEE Trans. Intell. Transp. Syst., vol. 8, no. 2, pp. 340-350, Jun. 2007. (Pubitemid 46873214)
    • (2007) IEEE Transactions on Intelligent Transportation Systems , vol.8 , Issue.2 , pp. 340-350
    • Liang, Y.1    Reyes, M.L.2    Lee, J.D.3
  • 36
    • 77956345145 scopus 로고    scopus 로고
    • Model-basedanalysisand classification of driver distraction under secondary tasks
    • Sep
    • T. Ersal, H. Fuller, O. Tsimhoni, J. Stein,and H. Fathy, "Model-basedanalysisand classification of driver distraction under secondary tasks," IEEE Trans. Intell. Transp. Syst., vol. 11, no. 3, pp. 692-701, Sep. 2010.
    • (2010) IEEE Trans. Intell. Transp. Syst , vol.11 , Issue.3 , pp. 692-701
    • Ersal, T.1    Fuller, H.2    Tsimhoni, O.3    Stein, J.4    Fathy, H.5
  • 37
    • 78649750187 scopus 로고    scopus 로고
    • A pattern-recognitionapproach for driving skill characterization
    • Dec
    • Y. Zhang, W. Lin,and Y.-K. Chin, "A pattern-recognitionapproach for driving skill characterization," IEEE Trans. Intell. Transp. Syst., vol. 11, no. 4, pp. 905-916, Dec. 2010.
    • (2010) IEEE Trans. Intell. Transp. Syst , vol.11 , Issue.4 , pp. 905-916
    • Zhang, Y.1    Lin, W.2    Chin, Y.-K.3
  • 38
    • 34249753618 scopus 로고
    • Support vector networks
    • Sep
    • C. Cortesand V. Vapnik, "Support vector networks," Mach. Learn., vol. 20, no. 3, pp. 273-297, Sep. 1995.
    • (1995) Mach. Learn , vol.20 , Issue.3 , pp. 273-297
    • Cortes, C.1    Vapnik, V.2
  • 41
    • 0003857778 scopus 로고    scopus 로고
    • A gentle tutorial on the EMalgorithmand itsapplication to parameter estimation for Gaussian mixtureand hidden Markov models
    • Berkeley, CA, Tech. Rep. ICSI-TR-97-021
    • J. Bilmes, "A gentle tutorial on the EMalgorithmand itsapplication to parameter estimation for Gaussian mixtureand hidden Markov models," Int. Comput. Sci. Inst., Berkeley, CA, Tech. Rep. ICSI-TR-97-021, 1997.
    • (1997) Int. Comput. Sci. Inst
    • Bilmes, J.1
  • 42
    • 79960808411 scopus 로고    scopus 로고
    • Dataacuisition method for developing crashavoidancealgorithms through innovative roadside data collection
    • presentedat the, Washington, DC, Paper 10-2762
    • Z. R. Doerzaphand V. Neale, "Dataacuisition method for developing crashavoidancealgorithms through innovative roadside data collection," presentedat the Transportation Research Board 89th Annu. Meeting, Washington, DC, 2010, Paper 10-2762.
    • (2010) Transportation Research Board 89th Annu. Meeting
    • Doerzaph, Z.R.1    Neale, V.2
  • 43
    • 79960748910 scopus 로고    scopus 로고
    • Cooperative intersection collisionavoidance system for violations (CICAS-V) foravoidance of violation-based intersection crashes
    • presentedat the, Stuttgart, Germany, Paper 09-0118
    • M. Maileand L. Delgrossi, "Cooperative intersection collisionavoidance system for violations (CICAS-V) foravoidance of violation-based intersection crashes," presentedat the Enhanced Safety Vehicles, Stuttgart, Germany, 2009, Paper 09-0118.
    • (2009) Enhanced Safety Vehicles
    • Maile, M.1    Delgrossi, L.2
  • 44
    • 38149009597 scopus 로고    scopus 로고
    • A method for evaluating collisionavoidance systems using naturalistic driving data
    • Jan
    • S. McLaughlin, J. Hankey,and T. Dingus, "A method for evaluating collisionavoidance systems using naturalistic driving data," Accident Anal. Prev., vol. 40, no. 1, pp. 8-16, Jan. 2008.
    • (2008) Accident Anal. Prev , vol.40 , Issue.1 , pp. 8-16
    • McLaughlin, S.1    Hankey, J.2    Dingus, T.3
  • 45
    • 79955702502 scopus 로고    scopus 로고
    • LIBSVM: A library for support vector machines
    • C. Changand C. Lin, "LIBSVM: A library for support vector machines," ACM Trans. Intell. Syst. Technol. (TIST), vol. 2, no. 3, p. 27, 2011.
    • (2011) ACM Trans. Intell. Syst. Technol. (TIST) , vol.2 , Issue.3 , pp. 27
    • Chang, C.1    Lin, C.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.