Your browser does not support JavaScript!
http://iet.metastore.ingenta.com
1887

access icon free Autonomous Intersection Management systems: criteria, implementation and evaluation

The foreseeable large-scale deployment of autonomous vehicles in the near future raises the question of autonomous intersection management (AIM). Numerous AIM designs have been proposed, but they lack a common vision of what defines a good system. In this study, the authors discuss a set of conflicting evaluation criteria that need to be balanced in the design of an AIM system, but are often considered individually in the literature. They then introduce their own priority-based design, where an intersection controller assigns priorities to incoming vehicles. On being assigned a priority, vehicles then cross the intersection while maintaining a so-called brake-safe state with respect to higher priority vehicles, rendering the system robust. They have performed extensive simulations to showcase the properties of the proposed system, and notably that it satisfactorily balances their criteria while remaining efficient.

References

    1. 1)
      • 13. ‘SUMO simulation of Scenario 2’. Available at https://www.youtube/WaSmRQxv8rQ.
    2. 2)
      • 1. Chen, L., Englund, C.: ‘Cooperative intersection management: a survey’, IEEE Trans. Intell. Transp. Syst., 2015, PP, (99), pp. 117.
    3. 3)
      • 11. Krajzewicz, D., Erdmann, J., Behrisch, M., et al: ‘Recent development and applications of SUMO – simulation of urban mobility’, Int. J. Adv. Syst. Meas., 2012, 5, pp. 128138.
    4. 4)
      • 3. Lee, J., Park, B.B., Malakorn, K., et al: ‘Sustainability assessments of cooperative vehicle intersection control at an urban corridor’, Transp. Res. C, Emerg. Technol., 2013, 32, pp. 193206.
    5. 5)
      • 5. de La Fortelle, A.: ‘Analysis of reservation algorithms for cooperative planning at intersections’. 2010 13th Int. IEEE Conf. on Intelligent Transportation Systems (ITSC), September 2010, pp. 445449.
    6. 6)
      • 2. Dresner, K., Stone, P.: ‘A multiagent approach to autonomous intersection management’, J. Artif. Intell. Res., 2008, 31, pp. 591656.
    7. 7)
      • 14. Miculescu, D., Karaman, S.: ‘Polling-systems-based control of high-performance provably-safe autonomous intersections’. 2014 IEEE 53rd Annual Conf. on Decision and Control (CDC), December 2014, pp. 14171423.
    8. 8)
      • 8. Kim, K.-D., Kumar, P.: ‘An MPC-based approach to provable system-wide safety and liveness of autonomous ground traffic’, IEEE Trans. Autom. Control, 2014, 59, pp. 33413356.
    9. 9)
      • 7. Makarem, L., Pham, M.-H., Dumont, A.-G., et al: ‘Microsimulation modeling of coordination of automated guided vehicles at intersections’, Transp. Res. Rec., J. Transp. Res. Board, 2012, (2324), pp. 119124.
    10. 10)
      • 10. Colombo, A., Del Vecchio, D.: ‘Least restrictive supervisors for intersection collision avoidance: a scheduling approach’, IEEE Trans. Autom. Control, 2015, 60, pp. 15151527.
    11. 11)
      • 6. Kamal, M.A.S., Imura, J.-I., Hayakawa, T., et al: ‘A vehicle-intersection coordination scheme for smooth flows of traffic without using traffic lights’, IEEE Trans. Intell. Transp. Syst., 2015, 16, pp. 11361147.
    12. 12)
      • 9. de Campos, G.R., Falcone, P., Sjöberg, J.: ‘Autonomous cooperative driving: a velocity based negotiation approach for intersections crossing’. 16th Int. IEEE Conf. on Intelligent Transportation Systems, 2013.
    13. 13)
      • 12. Qian, X., Grégoire, J., de La Fortelle, A., et al: ‘Decentralized model predictive control for smooth coordination of automated vehicles at intersection’. 2015 European Control Conf., July 2015, pp. 34523458.
    14. 14)
      • 4. Grégoire, J., Bonnabel, S., De La Fortelle, A.: ‘Priority-based coordination of robots’, April 2014, p. 20.
    15. 15)
      • 15. Qian, X., Grégoire, J., Moutarde, F., et al: ‘Priority-based coordination of autonomous and legacy vehicles at intersection’. 17th Int. IEEE Conf. on Intelligent Transportation Systems (ITSC), October 2014, pp. 11661171.
http://iet.metastore.ingenta.com/content/journals/10.1049/iet-its.2016.0043
Loading

Related content

content/journals/10.1049/iet-its.2016.0043
pub_keyword,iet_inspecKeyword,pub_concept
6
6
Loading
This is a required field
Please enter a valid email address