String Stability Analysis of Cooperative Adaptive Cruise Control Under Jamming Attacks

被引:43
作者
Alipour-Fanid, Amir [1 ]
Dabaghchian, Monireh [1 ]
Zhang, Hengrun [2 ]
Zeng, Kai [1 ]
机构
[1] George Mason Univ, Elect & Comp Engn Dept, Fairfax, VA 22030 USA
[2] George Mason Univ, Comp Sci Dept, Fairfax, VA 22030 USA
来源
2017 IEEE 18TH INTERNATIONAL SYMPOSIUM ON HIGH ASSURANCE SYSTEMS ENGINEERING (HASE 2017) | 2017年
关键词
D O I
10.1109/HASE.2017.39
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Cooperative Adaptive Cruise Control (CACC) is considered as a key enabling technology to automatically regulate the inter-vehicle distances in a vehicle platooning while maintaining the string stability. Although the cyber and physical parts in the existing CACC systems are integrated in one control framework, the research on realistic modeling and security issues of these systems are still largely open. A good modeling of cyber characteristics and awareness of cyber attacks impact on the CACC operation leads to a better understanding of system design and defense mechanisms. In this paper, we conduct a comprehensive analysis on the vehicle string stability by considering a realistic wireless channel under a mobile reactive jamming attack. We examine the stability of the platoon under attacks by conducting extensive simulations for a wide range of realworld lead vehicle's acceleration profiles. We utilize time-domain definition of string stability to delineate the impact of the jamming attacks on the CACC system's functionality and string stability. We also examine the attacker's possible locations at which it can destabilize the string.
引用
收藏
页码:157 / 162
页数:6
相关论文
共 15 条
[1]   Security Vulnerabilities of Connected Vehicle Streams and Their Impact on Cooperative Driving [J].
Amoozadeh, Mani ;
Raghuramu, Arun ;
Chuah, Chen-Nee ;
Ghosal, Dipak ;
Zhang, H. Michael ;
Rowe, Jeff ;
Levitt, Karl .
IEEE COMMUNICATIONS MAGAZINE, 2015, 53 (06) :126-132
[2]  
[Anonymous], 2015, PROC 10 ACM S INF CO, DOI DOI 10.1145/2714576.2714619
[3]  
[Anonymous], 2005, P 6 ACM INT S MOB AD, DOI DOI 10.1145/1062689.1062697
[4]  
[Anonymous], 2015, SoutheastCon 2015
[5]   Multisine transformation - Properties and applications [J].
Figwer, JA .
NONLINEAR DYNAMICS, 2004, 35 (04) :331-346
[6]  
Gerdes R.M., 2013, P 29 ANN COMPUTER SE, P99
[7]  
Jiaqi Ma, 2012, Proceedings of the 2012 IEEE Systems and Information Engineering Design Symposium (SIEDS), P74, DOI 10.1109/SIEDS.2012.6215145
[8]   Effects of communication delay on string stability in vehicle platoons [J].
Liu, XH ;
Goldsmith, A ;
Mahal, SS ;
Hedrick, JK .
2001 IEEE INTELLIGENT TRANSPORTATION SYSTEMS - PROCEEDINGS, 2001, :625-630
[9]  
Mark JW, 2003, WIRELESS COMMUNICATI
[10]   Cooperative Adaptive Cruise Control in Real Traffic Situations [J].
Milanes, Vicente ;
Shladover, Steven E. ;
Spring, John ;
Nowakowski, Christopher ;
Kawazoe, Hiroshi ;
Nakamura, Masahide .
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2014, 15 (01) :296-305