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2019 | OriginalPaper | Buchkapitel

A Secure Collision Avoidance Warning Algorithm Based on Environmental Characteristics and Driver Characteristics

verfasst von : Yuejin Zhang, Fei Du, Meng Wang, Juan Wang, Yong Hu, Meng Yu, Guanghui Li, Aiyun Zhan

Erschienen in: Cyberspace Safety and Security

Verlag: Springer International Publishing

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Abstract

Aiming at the requirements of vehicle safety collision avoidance system, a safe collision avoidance warning algorithm based on environmental characteristics and driver characteristics is proposed. By analyzing the relationship between collision avoidance time and the environment, a safe time model is established. In the established safety time model, parameters based on driver characteristics are added, which increases the flexibility of the algorithm. The algorithm can adapt to more different driving conditions and give appropriate warning thresholds. Through simulation modeling, the safety collision distance between the algorithm and MAZDA algorithm, Berkeley algorithm and Honda algorithm is compared in four cases. The effectiveness and feasibility of the algorithm are verified, and the safety of vehicle driving can be improved.

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Literatur
1.
Zurück zum Zitat Yu, G., Tan, D., Ma, F.: Analysis and research of issue related to automotive anti-collision system warning/collision algorithm. J. Shandong Univ. Technol. (Nat. Sci. Ed.). 28(6), 1–5 (2014) Yu, G., Tan, D., Ma, F.: Analysis and research of issue related to automotive anti-collision system warning/collision algorithm. J. Shandong Univ. Technol. (Nat. Sci. Ed.). 28(6), 1–5 (2014)
2.
Zurück zum Zitat Yoshida, H., Awano, S., Nagai, M., et al.: Targetake following brake control for collision avoidance assist of active interface vehicle. In: SICE-ICASE International Joint Conference 2006, pp. 4436–4439. IEEE Press, Busan (2006) Yoshida, H., Awano, S., Nagai, M., et al.: Targetake following brake control for collision avoidance assist of active interface vehicle. In: SICE-ICASE International Joint Conference 2006, pp. 4436–4439. IEEE Press, Busan (2006)
3.
Zurück zum Zitat Wang, J., Chi, R., et al.: Study on forward collision warning-avoidance algorithm based on driver characteristics adaptation. J. Highw. Transp. Res. Dev. 26(12), 7–12 (2009) Wang, J., Chi, R., et al.: Study on forward collision warning-avoidance algorithm based on driver characteristics adaptation. J. Highw. Transp. Res. Dev. 26(12), 7–12 (2009)
4.
Zurück zum Zitat Xiang, X., Qin, W., Xiang, B.: Research on a DSRC-based rear-end collision warning model. J. Intell. Transp. Syst. 15(3), 1054–1065 (2014) Xiang, X., Qin, W., Xiang, B.: Research on a DSRC-based rear-end collision warning model. J. Intell. Transp. Syst. 15(3), 1054–1065 (2014)
5.
Zurück zum Zitat Zhang, L., Teng, F., Peng, Z., Yin, R., Yuan, X.: Improved vehicle anti-collosion warning algorithm based on Berkeley model. J Mech. Sci. Technol. Aerosp. Eng. 37(7), 1082–1088 (2018) Zhang, L., Teng, F., Peng, Z., Yin, R., Yuan, X.: Improved vehicle anti-collosion warning algorithm based on Berkeley model. J Mech. Sci. Technol. Aerosp. Eng. 37(7), 1082–1088 (2018)
6.
Zurück zum Zitat Hou, D., Liu, G., Gao, F.: A new safety distance model for vehicle collision avoidance. J. Automot. Eng. 27(2), 186–190 (2005) Hou, D., Liu, G., Gao, F.: A new safety distance model for vehicle collision avoidance. J. Automot. Eng. 27(2), 186–190 (2005)
7.
Zurück zum Zitat Bella, F., Russo, R.: A collision warning system for rearend collision. J. Procedia - Soc. Behav. Sci. 20(1), 676–686 (2011)CrossRef Bella, F., Russo, R.: A collision warning system for rearend collision. J. Procedia - Soc. Behav. Sci. 20(1), 676–686 (2011)CrossRef
8.
Zurück zum Zitat Manjunath, K.G.: A survey on rear end collision avoidance system for automobiles. J. Int. J. Eng. Technol. 5(2), 1368–1372 (2013) Manjunath, K.G.: A survey on rear end collision avoidance system for automobiles. J. Int. J. Eng. Technol. 5(2), 1368–1372 (2013)
9.
Zurück zum Zitat Van Winsum, W.: The Human element in car follow models. J. Transp. Res. Part F: Traffic Psychol. Behav. 2(4), 207–211 (1999) Van Winsum, W.: The Human element in car follow models. J. Transp. Res. Part F: Traffic Psychol. Behav. 2(4), 207–211 (1999)
10.
Zurück zum Zitat Yu, G., Tan, D., Tian, H.: Warning/barke algorithm based on time of longitudinal collision avoidance. J. Henan Univ. Sci. Technol. (Nat. Sci. Ed.) 36(2), 30–35 (2015) Yu, G., Tan, D., Tian, H.: Warning/barke algorithm based on time of longitudinal collision avoidance. J. Henan Univ. Sci. Technol. (Nat. Sci. Ed.) 36(2), 30–35 (2015)
11.
Zurück zum Zitat Tang, A., Yip, A.: Collision avoidance timing analysis of DSRC-based vehicles. J. Accid. Anal. Prev. 42(1), 182–195 (2010)CrossRef Tang, A., Yip, A.: Collision avoidance timing analysis of DSRC-based vehicles. J. Accid. Anal. Prev. 42(1), 182–195 (2010)CrossRef
12.
Zurück zum Zitat Pei, X., et al.: Safe distance model and obstacle detection algorithms for a collision warning and collision avoidance system. J. Automot. Saf. Energy 3(1), 26–33 (2012) Pei, X., et al.: Safe distance model and obstacle detection algorithms for a collision warning and collision avoidance system. J. Automot. Saf. Energy 3(1), 26–33 (2012)
Metadaten
Titel
A Secure Collision Avoidance Warning Algorithm Based on Environmental Characteristics and Driver Characteristics
verfasst von
Yuejin Zhang
Fei Du
Meng Wang
Juan Wang
Yong Hu
Meng Yu
Guanghui Li
Aiyun Zhan
Copyright-Jahr
2019
DOI
https://doi.org/10.1007/978-3-030-37352-8_48