研究生: |
呂柏文 Lu, Po-Wen |
---|---|
論文名稱: |
紅外線特定短距離通訊技術之車間通訊應用研究 A study on applying IR-DSRC to vehicle-to-vehicle communications |
指導教授: |
陳榮順
Chen, Rongshun |
口試委員: |
黃安橋
葉廷仁 李威勳 謝文揚 陳榮順 |
學位類別: |
博士 Doctor |
系所名稱: |
工學院 - 動力機械工程學系 Department of Power Mechanical Engineering |
論文出版年: | 2011 |
畢業學年度: | 99 |
語文別: | 英文 |
論文頁數: | 126 |
中文關鍵詞: | 跟車 、追撞 、紅外線 、特定短距離通訊 、車間通訊 、定位 、車道識別 |
外文關鍵詞: | Car-following, Rear-end collision, Infrared, DSRC, V2V, Positioning, Lane-recognition |
相關次數: | 點閱:3 下載:0 |
分享至: |
查詢本校圖書館目錄 查詢臺灣博碩士論文知識加值系統 勘誤回報 |
在交通顛峰時段,車輛經常發生追撞事故,其原因在於綿密的車流當中,車輛駕駛者無法保持安全的跟車距離,而在較短的跟車距離情況下,若前方發生緊急煞車事件,前方駕駛者的反應時間將隨著車次逐漸地累積,並使得駕駛者反應後之煞車時間與距離快速地縮短,而容易造成追撞事故。除了交通部門要求駕駛者保持安全的跟車距離以避免事故之外,本研究透過運用紅外線特定短距離通訊技術,提出一合作式車輛追撞警告系統,其透過車間通訊的方式消除駕駛者的反應延遲時間,進而避免追撞事故的發生,為一積極的解決辦法。
本研究使用實車測試的方式驗證合作式車輛追撞警告系統的可行性,由三輛車的單車道實車測試結果中可發現,此系統可為第三車駕駛者消除第二車駕駛者的反應延遲時間,而在第二車駕駛反應前,提供一可能發生緊急煞車及一發生緊急煞車的警告訊息。因此,第三車可達到及早減速以避免追撞事故。為了定位出發出警告訊息是否是來自鄰近車道之車輛以判斷出是否為假警報,本研究提出一種創新的三維紅外線定位系統,其可定位出發出紅外線訊號的車輛,並透過實車測試的方式來驗證此一定位系統的可行性;此外,本研究亦提出一基於此定位系統的車道辨識方法,一旦車輛發出緊急煞車訊息,鄰近的後方車輛可以辨識出其車道位置,僅有相同車道之車輛的警告訊息才會往後方傳遞。
Rear-end collision accidents often occur in the rush hours because a safe headway is difficult to be sustained by the drivers in a heavy traffic flow. Due to the accumulation of the response-delay of drivers, a hard brake of the leading vehicle may cause rear-end collisions for the following vehicles. One of the active solutions for rear-end collisions is to eliminate the response-delay of drivers by inter-vehicular communications. Based on the infrared dedicated short-range communication (IR-DSRC) technology and the vehicle-to-vehicle (V2V) architecture, this study proposes a cooperative vehicular rear-end collision warning (RECW) system to avoid a rear-end collision.
A single-lane experiment of three-vehicle system is set up to validate the analysis of the cooperative rear-end collision warning system and to demonstrate its feasibility in the field test. The results of experiments show that the proposed system effectively eliminates the response-delay of the second driver, while extending the time margin for a possible hard-brake warning to the third driver by sending out a clear hard-brake warning message, even before the second vehicle applies its brake.
To locate a vehicle producing false alarms on the neighbor lane, this study proposes a novel 3D IR positioning system to locate the vehicle by its emitted IR signals, which is demonstrated by a two-vehicle field trial. Furthermore, a lane-recognition method based on the 3D IR positioning system is developed. Once a vehicle emitting an RECW alarm signal, the nearby vehicles can identify its lane-identity and only the alarms from vehicles on the same lane are propagated backwards. The experiments for lane-recognition are conducted to validate the proposed approach.
[1] R. E. Chandler, R. Herman, and E.W. Montroll, ”Traffic Dynamics: Studies in Car Following,” Operational Research 6, pp.165-184, 1958.
[2] R. Herman, E.W. Montroll, R.B. Potts, R.W. Rothery, “Traffic Dynamics: Analysis of Stability in Car Following,” Operation Research 7, pp 86-106, 1959.
[3] D.C. Gazis, R. Herman, R.B. Potts, “Car Following Theory of Steady State Traffic Flow,” Operation Research 7, pp 499-505, 1959.
[4] R. Lamm, B. Psarianos, and T. Mailaender, Highway design and traffic safety engineering handbook, McGraw-Hill, New York, 1999.
[5] N. Kuge, H. Ueno, H. Ichikawa, and K. Ochiai, “A study of the causes of rear-end collision based on an analysis of driver behavior,” JSAE Review, Vol. 16, pp. 55-60, 1995.
[6] A. Vahidi and A. Eskandarian, “Research advances in intelligent collision avoidance and adaptive cruise control,” IEEE Trans. Intell. Transp. Syst., Vol. 4, No. 3, pp. 143-153, Sep. 2003.
[7] ITU-R Land Mobile Handbook, Vol. 4: Intelligent Transport Systems (2006).
[8] ASTM E2158-01 Standard Specification for Dedicated Short Range Communication (DSRC) Physical Layer Using Microwave in the 902 to 928 MHz Band, 2001.
[9] EN 12253:2004, Road transport and traffic telematics (RTTT) – Dedicated short-range communication – Physical layer using microwave at 5,8 GHz.
[10] ARIB STD-T75, Dedicated Short-Range Communication System, Version 1.0 September 9th, 2001.
[11] GB/T 20851.1−2007, Electronic toll collection − Dedicated short range communication − Part 1: Physical layer.
[12] ASTM E2213-03: Standard Specification for Telecommunications and Information Exchange Between Roadside and Vehicle Systems – 5.9 GHz Band Wireless Access in Vehicular Environments (WAVE) / Dedicated Short Range Communications (DSRC) Medium Access Control (MAC) and Physical Layer (PHY) Specifications.
[13] CEN TC 278 Road Traffic and Transport Telematics Dedicated Short-Range Communications: Physical Layer Using Infrared at 850 nm, Internal Technical Report (ITR) 278/9/#63.
[14] TTIA, Electronic Toll Collection – IR Dedicated Short Range Communication – Physical Layer, 2010.
[15] TTIA, Electronic Toll Collection – MW Dedicated Short Range Communication – Physical Layer, 2010.
[16] J. C. McCall and M. M. Trivedi, “Driver behavior and situation aware brake assistance for intelligent vehicles,” IEEE proceedings, Vol. 95, No. 2, Feb. 2007.
[17] S. Tagawa and S. Tsugawa, “Evolutionary vehicle-to-vehicle communications using brake lights and computer vision system for driver assistance,” JSAE Review of Automotive Engineering, Vol. 29, No.1, pp. 107-109, 2008.
[18] T.-H. Chang, C.-S. Hsu, C. Wang, and L.-K. Yang, “Onboard measurement and warning module for irregular vehicle behavior,” IEEE Transactions on Intelligent Transportation Systems, Vol. 9, No. 3, Feb. 2008.
[19] J. J. Scott and R. Gray, “Comparison of driver brake reaction times to multimodal rear-end collision warnings,” in proc. the 4th International Driving Symposium on Human Factors in Driver Assessment, Training and Vehicle Design, 9-12 Jul. 2007.
[20] G. A. Davis and T. Swenson, “Collective responsibility for freeway rear-ending accidents? An application of probabilistic causal models,” Accident Analysis and Prevention, Vol. 38, No. 4, pp. 728-736, Jul. 2006.
[21] J. Ueki, J. Mori, Y. Nakamura, Y. Horii, and H. Okada, “Development of vehicular-collision avoidance support system by inter-vehicle communications - VCASS,” in Proc. the 59th IEEE Vehicular Technology Conference 2004, Vol. 5, pp. 2940-2945, 17-19 May 2004.
[22] R. Tatchikou, S. Biswas, and F. Dion, “Cooperative vehicle collision avoidance using inter-vehicle packet forwarding”, IEEE Globecom 2005, pp. 2762-2766.
[23] J. A. Misener, R. Sengupta, and H. Krishnan, “Cooperative collision warning: Enabling crash avoidance with wireless technology,” in Proc. the 12th World Congress on ITS, 6-10 Nov. 2005, San Francisco.
[24] D. Jiang, V. Taliwal, A. Meier, W. Holfelder, and R. Herrtwich, “Design of 5.9GHz DSRC-based vehicular safety communication,” IEEE Transactions on Wireless Communication, Vol. 13, No. 5, pp. 36-43, Oct. 2006.
[25] A. Chakravarthy, K. Song, and E. Feron, “Preventing automotive pileup crashes in mixed-communication environments,” IEEE Transactions on Intelligent Transportation Systems, Vol. 10, No. 2, pp. 211-225, Jun. 2009.
[26] L.-W. Chen, Y.-H. Peng, and Y.-C. Tseng, “An infrastructure-less framework for preventing rear-end collisions by vehicular sensor networks,” IEEE Communications Letters, Vol. 15, No. 3, March 2011.
[27] J. D. Watson, M. Pellerito, C. Galdden, and H. Fu, “Simulation and analysis of extended brake lights for inter-vehicle communication,” in Proc. the 27th International Conference on Distributed Computing Systems Workshops 2007 (ICDCSW'07).
[28] H. Fritz, “Longitudinal and lateral control of heavy duty trucks for automated vehicle following in mixed traffic: Experimental results from the CHAUFFEUR project,” in Proc. the 1999 IEEE International Conference on Control Applications, Hawaii, USA , Aug. 22-27, 1999.
[29] H. Fritz, A. Gem, H. Schiemenz and C. Bonnet, “CHAUFFEUR Assistant, A driver assistance system for commercial vehicles based on fusion of advanced ACC and lane keeping,” in Proc. 2004 IEEE Intelligent Vehicles Symposium, Parma, Italy, June 14-17, 2004.
[30] B. J. Harker, “PROMOTE-CHAUFFEUR & 5.8GHz vehicle to vehicle communications system,” in Proc. IEE International Conference on Advanced Driver Assistance Systems, Sep. 17-18, 2001.
[31] A. Higashimata, K. Adachi, T. Hashizume, and S. Tange, “Design of a headway distance control system for ACC,” JSAE Review 22 (2001), pp. 15-22.
[32] D. de Bruin, J. Kroon, R. van Klaveren, and M. Nelisse, “Design and test of a cooperative adaptive cruise control system,” IEEE Intelligent Vehicles Symposium, pp. 392-396, 14-17 Jun. 2004.
[33] D.-J. Kim, K.-H. Park, and Z. Bien, “Hierarchical longitudinal controller for rear-end collision avoidance,” IEEE Transactions on Industrial Electronics, Vol. 54, No. 2, April 2007.
[34] P. Morsink, R. Hallouzi, I. Dagli, C. Cseh, L. Schäfers, M. Nelisse, and D. de Bruin, “CarTalk 2000: Development of a co-operative ADAS based on vehicle-to-vehicle communication,” in Proc. the 10th World Congress and Exhibition on Intelligent Transportation Systems and Services, Madrid, Spain, 2003.
[35] K. Yi and J. Chung, ”Nonlinear brake control for vehicle CW/CA systems,” IEEE/ASME Transactions on Mechatronics, Vol. 6, No. 1, Mar. 2001.
[36] H. Mirzaeinejad and M. Mirzaei, “A novel method for non-linear control of wheel slip in anti-lock braking systems,” Control Engineering Practice 18 (2010), pp. 918-926.
[37] D. Swaroop and J. K. Hedrick, “String stability of interconnected systems,” IEEE Transactions on Automatic Control, Vol. 41, No. 3, pp. 349-357, Mar. 1996.
[38] Y. Zhang, E. B. Kosmatopoulos, and P. A. Ioannou, “ Autonomous intelligent cruise control using front and back information for tight vehicle following maneuvers,” IEEE Transactions on Vehicular Technology, Vol. 48, No. 1, pp. 319-328, Jan. 1999.
[39] L. Xiao, D. Swaroop, and F. Gao, “Stability of string of adaptive cruise control vehicles with parasitic delays and lags,” in proc. the 11th International IEEE Conference on Intelligent Transportation Systems, Beijing, China, Oct. 12-15, 2008.
[40] D. C. Gazis, Traffic Theory, Kluwer Academic, Boston, 2002.
[41] The Institute of Transportation, Ministry Of Transportation and Communications R.O.C., “Study on review, modification, and test of the relationship between braking distance and vehicle speed,” 1995.
[42] N. Kuge, Y. Matsushita, and O. Shimoyama, “Development of a high-functionality tail lamp system in the second phase of the ASV program,” JSAE Review, Vol. 23, No. 3, pp. 371-377, Jul. 2002.
[43] J. Hillenbrand, K. Kroschel, and V. Schmid, “Situation assessment algorithm for a collision prevention assistant,” in Proc. IEEE Intelligent Vehicles Symposium, 2005, pp. 459-465.
[44] C.-Y. Chang and Y.-R. Chou, “Development of fuzzy-based bus rear-end collision warning thresholds using a driving simulator,” IEEE Transactions on Intelligent Transportation Systems, Vol. 10, No. 2, June 2009.
[45] Z. Li and P. Milgram, “An empirical investigation of a dynamic brake light concept for reduction of rea-end collisions through manipulation of optical looming,” International Journal of Human-Computer Studies, Vol. 66, No. 3, pp. 158-172, Mar. 2008.
[46] K. Morita, M. Sekine, and T. Okada, “Factors with the greatest influence on driver’s judgement of when to apply brakes,” in proc. SICE-ICASE International Joint Conference 2006, 18-21 October 2006, Busan, Korea, pp. 5044-5049.
[47] W.-Y. Shieh, C.-C. Hsu, and T.-H. Wang, “A problem of infrared electronic-toll-collection systems: The irregularity of LED radiation pattern and emitter design,” IEEE Transactions on Intelligent Transportation Systems, Vol. 12, No. 1, March 2011.
[48] R. D. Ervin, J. Sayer, D. LeBlanc, S. Bogard, M. Mefford, M. Hagan, Z. Bareket, C. Winkler, “Automotive collision avoidance system field operational test report: Methodology and results”, University Michigan Transportation Research Institute and General Motros, Ann Arbor, MI, Tech. Rep. DOT-HS-809-900. Aug. 2005.
[49] M. Aoki, H. Fujii, “Inter-vehicle communication: Technical issues on vehicle control application,” IEEE Communications Magazine (1996) p90-93.
[50] M. Omae, T. Fujioka, K. Miyake, “Relative position measurement of neighboring vehicles using DGPS and inter-vehicle communication,” JSAE Review 22 (2001) 75-80.
[51] G.R. Widmann, M.K. Daniels, L. Hamilton, L. Humm, B. Riley, J.K. Schiffmann, D.E. Schnelker, W.H. Wishon, “Comparison of Lidar-based and Radar-based adaptive cruise control system,” SAE Technical Paper 2000-01-0345 (2000).
[52] G. Benet, F. Balnes, J.E. Simo, P. Perez, “Using infrared sensors for distance measurement in mobile robots,” Robotics & Autonomous Systems 40 (2002) 255-266.
[53] B. Gopalakrishnan, S. Tirunellayi, R. Todkar, “Design and development of an autonomous mobile smart vehicle: A mechatronics application,” Mechatronics 14 (2004) 491-514.
[54] T. Aytac, B. Barshan, “Differentiation and localization of targets using infrared sensors,” Optics communications 210 (2002) 25-35.
[55] P. Giraudet, H. Glotin, “Real-time 3D tracking of whales by echo-robust precise TDOA estimates with a widely-spaced hydrophone array,” Applied Acoustics 67 (2006) 1106–1117.
[56] T.G. Dvorkind, S. Gannot, “Time difference of arrival estimation of speech source in a noisy and reverberant environment,” Signal Processing 85 (2005) 177–204.
[57] T.F. Brooks, W.M. Humphreys, “A deconvolution approach for the mapping of acoustic sources (DAMAS) determined from phased microphone arrays,” Journal of Sound and Vibration 294 (2006) 856–879.
[58] Y. Norouzi, M. Derakhshani, “Joint time difference of arrival/angle of arrival position finding in passive radar,” IET Radar, Sonar and Navigation (2009), Vol. 3, No. 2, 167-176.
[59] C.S. MacInnes, R.J. Vaccaro, “Tracking directions-of-arrival with invariant subspace updating,” Signal Processing 50 (1996) 137-150.
[60] A.B. Gershman, L. Stankovic, V. Katkovnik, “Sensor array signal tracking using a data-driven window approach,” Signal Processing 80 (2000) 2507-2515.
[61] V. Katkovnik, “A new concept of adaptive beam forming for moving sources and impulse noise environment,” Signal Processing 80 (2000) 1863-1882.
[62] J. Vargas, S. McLaughlin, “Tracking direction of arrival with adaptive decomposed filters,” Signal Processing 82 (2002) 177-186.
[63] M. Wang, S. Yang, S. Wu, F. Luo, “A RBFNN approach for DoA estimation of ultra wideband antenna array,” Neurocomputing 71 (2008) 631-640.
[64] S. Gezici, Z. Tian, G.B. Giannakis, H. Kobayashi, A.F. Molisch, H.V. Poor, Z. Sahinoglu, “Localization via ultra-wideband radios,” IEEE signal processing magazine (2005) 70-84.
[65] K. Yu, J. Montilleta, A. Rabbachina, P. Cheonga, I. Oppermanna, “UWB location and tracking for wireless embedded networks,” Signal Processing 86 (2006) 2153-2171.
[66] D. Niculescu, B. Nath, “Position and orientation in ad hoc networks,” Ad Hoc Networks 2 (2004) 133-151.
[67] G. Mao, B. Fidan, B. Anderson, “Wireless sensor networks localization techniques,” Computer Networks 51 (2006) 2529-2553.
[68] R. Peng, M.L. Sichitiu, “Angle of arrival localization for wireless sensor networks,” SECON '06 3rd Annual IEEE Communications Society on Sensor and Ad Hoc Communications and Networks (2006) Vol. 1, 374-382.
[69] W.-Y. Shieh, W.-H. Lee, S.-L Tung, B.-S. Jeng, and C.-H. Liu, “Analysis of the optimum configuration of roadside units and onboard units in dedicated short-range communication systems,” IEEE Transactions on Intelligent Transportation Systems, Vol. 7, No. 4, Dec. 2006.
[70] W.Y. Ochieng and K. Sauer, “Urban road transport navigation: performance of the global positioning system after selective availability,” Transportation Research Part C 10 (2002), pp.171–187.
[71] S. Kato and S. Tsugawa, “Cooperative driving of autonomous vehicles based on localization, inter-vehicle communications and vision systems,” JSAE Review 22 (2001), pp. 503-509.
[72] R. Rad and M. Jamzad, “Real time classification and tracking of multiple vehicles in highways,” Pattern Recognition Letters 26 (2005), pp. 1597-1607.
[73] Y. Wang, E. K. Teoh, and D. Shen, “Lane detection and tracking using B-Snake,” Image and Vision Computing 22 (2004), pp. 269-280.
[74] S. Tagawa and S. Tsugawa, “Evolutionary vehicle-to-vehicle communications using brake lights and computer vision system for driver assistance,” JSAE Review of Automatic Engineering 29 (2008), pp. 107-109.
[75] H. S. Liu and G. Pang, “Positioning beacon system using digital camera and LEDs,” IEEE Transactions on Vehicular Technology, Vol. 52, No. 2, pp. 406-419, Mar. 2003.