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The Collision Prevention System between Vehicles based on Fuzzy on a urban environment

도심환경에서 퍼지 기반 차량간 충돌 예방 시스템

  • 정이나 (가톨릭 관동대학교 컴퓨터학과) ;
  • 이병관 (가톨릭 관동대학교 컴퓨터학과) ;
  • 안희학 (가톨릭 관동대학교 컴퓨터학과)
  • Received : 2014.08.27
  • Accepted : 2014.10.02
  • Published : 2014.10.30

Abstract

This paper proposes the Collision Prevention System based on Fuzzy which reasons a risk with the location information of vehicles and pedestrians and prevents collision between vehicles, and between a vehicle and a pedestrian with the reasoned risk. The proposed system provides three functions. First, it identifies a pedestrian's location with his smart phone and a vehicle's location with the GPS equipped in the vehicle. and transfers the identified information to their neighbors. Second, it makes a vehicle and a pedestrian reason a risk by considering a moving direction, a moving speed and road information. Third, it provides a vehicle and a pedestrian with the reasoned information such as route detour, speed reduction, etc. Therefore, the proposed collision prevention system based on Fuzzy not only prevents collision accidents beforehand by reasoning a risk, but also reduces a variety of losses by protecting traffic accident and congestion.

본 논문은 도심환경에서 차량과 보행자가 위치하고 있는 도로 정보에 따라 위험도를 추론하고, 이 정보를 이용하여 차량 간의 충돌사고와 차량과 보행자간의 충돌사고를 예방하는 퍼지 기반 차량 충돌 예방 시스템을 제안한다. 제안하는 퍼지기반 차량 충돌 예방 시스템은 첫째, 보행자의 스마트 기기로 보행자의 위치를 파악하고, 차량은 차량에 장착된 GPS로 차량 위치를 파악하여, 보행자와 차량의 자신의 정보를 이웃들에게 전달한다. 둘째, 보행자와 차량은 이동방향과 속도, 도로 정보를 고려하여 위험도를 추론한다. 셋째, 추론한 정보를 보행자와 차량에게 전달하여 경로 우회 또는 속도 감속과 같은 정보를 보행자와 차량에게 제공한다. 그 결과, 퍼지기반 차량 충돌예방 시스템은 보행자와 차량에게 발생할 수 있는 위험성을 미리 추론하고 예방함으로 인해 충돌사고를 미연에 방지할 수 있을 뿐만 아니라 사고와 교통체증을 방지함으로써 다양한 자원 손실을 줄일 수 있다.

Keywords

References

  1. S.I. Kim, H.K. Kahng, and S.W. Cheung, "Robust Route Establishment and Management for Vehicular Ad hoc Networks," Journal of KIISE, Vol.40, No.1, pp.44-51, 2013.
  2. V. Jacobson, D.K. Smetters, J.D. Thornton, M.F. Plass, N.H. Briggs, and R.L. Braynard, "Networking named content," in Proc. of ACM CoNEXT '09. Rome, Italy, 1-4 December 2009, pp.1-12.
  3. Unai Aguilera and Diego Lopez-de-Ipina, "An architecture for automatic service composition in MANET using a distributed service graph," Future Generation Computer Systems Vol.34, pp.176-189, 2014. https://doi.org/10.1016/j.future.2013.07.021
  4. J.J. Blum, A. Eskandarian, and L.J. Hoffman, "Challenges of inter vehicle ad hoc networks," Intelligent IEEE Transactions on Transportation Systems, Vol.5, No.4, pp. 347-351, 2004. https://doi.org/10.1109/TITS.2004.838218
  5. Wenjia Li and Anupam Joshi, "Security Issues in Mobile Ad Hoc Networks-A Survey," http://www.csee.umbc.edu/-wenjia1/699_report.pdf
  6. YoungHo Park, JinHan Na, and SangJae Moon, "Authentication protocol for Inter- Vehicle Communication in Vehicular Ad Hoc Network," Journal of the Korea Industrial Information Systems Research Vol. 14, No. 2, pp.81-83, 2009.
  7. C.T. Barba, M.A. Mateos, P.R. Soto, A.M. Mezher, and M.A. Igartua, "Smart city for VANETs using warning messages, traffic statistics and intelligent traffic lights," Intelligent Vehicles Symposium(IV), 2012 IEEE, Alcala de Henares, Spain, 3-7 June 2012, pp.902-907.
  8. Lee Jung Bin, "Vehicle-to-Vehicle Communication based Event-driven Road Traffic Management," Korea university master's thesis, December 2013, pp.5-7
  9. M.S. Corson, J.P. Maker, and J.H. Cernicione, "Internet-based Mobile Ad Hoc Networking," IEEE Internet Computing, July-August 1999, pp.63-70.
  10. Stephen Ezell, "Explaining International IT Application Leadership: Intelligent Transportation Systems," ITIF, January 2010. http://www.itif.org/files/2010-1-27-ITS_Leadership.pdf
  11. Kashif Naseer Qureshi, and Abdul Hanan Abdullah, "A Survey on Intelligent Transportation Systems," Middle-East Journal of Scientific Research, Vol.15, No.5, pp.629-642, 2013.
  12. Kwang-Hyun Park, Hye-Kung Kim, and Dae-Sik Lee, "Design of an Adaptive Fuzzy Sliding Mode Position Controller",Journal of the Korea Industrial Information Systems Research Vol.7, No.4, pp.69-71, 2002.
  13. Yang-Ho Kim, "A pedestrian collision warning system using a fuzzy logic," Control and Instrumentation Engineering Graduate School Hanbat National University , February 2014, pp.24-32.
  14. Su-Yeon Kim, and Hyaun-Seok Hwan, "A Framework for Evaluating Ubiquitous Services using Fuzzy AHP," Journal of the Korea Industrial Information Systems Research Vol.13, No.5, pp.163-165, 2008,
  15. Jong-Ho Kim, Sang-Kyoon Kim, Goo-Seum Hang, Sang-Ho Ahn and Boung-Doo Kang, "An Object Detection and Tracking System using Fuzzy C-means and CONDENSAT," Journal of the Korea Industrial Information Systems Research Vol.16, No.4, pp.91-95, 2011.