• DocumentCode
    1655451
  • Title

    Evolution of sensory configurations for intelligent vehicles

  • Author

    Zhang, Yizhen ; Martinoli, Alcherio ; Antonsson, E.K. ; Olney, Ross D.

  • Author_Institution
    Mech. Eng., California Inst. of Tech., Pasadena, CA, USA
  • fYear
    2003
  • Firstpage
    351
  • Lastpage
    356
  • Abstract
    An evolutionary design synthesis methodology was introduced with special concern for the design and optimization of distributed embodied systems. Its efficacy was validated in a case study on the design of collective sensory configurations for intelligent vehicles. Candidate sensory configurations were tested in sample traffic scenarios simulated in an embodied and sensor-based simulator, and in more abstracted and computationally efficient evaluation tests. Sample results evolved under different design preferences are presented, including approximate Pareto fronts representing the engineering design trade-offs characterizing the problem investigated in the case study.
  • Keywords
    Pareto optimisation; evolutionary computation; intelligent control; road vehicles; sensor fusion; Pareto fronts; distributed embodied systems; engineering design trade-offs; evolutionary design synthesis; intelligent vehicles; optimization; sensor based simulator; sensory configurations evolution; traffic scenarios; Automotive engineering; Computational modeling; Control systems; Design engineering; Design methodology; Genetic programming; Humans; Intelligent vehicles; Mechanical engineering; Vehicle safety;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Vehicles Symposium, 2003. Proceedings. IEEE
  • Print_ISBN
    0-7803-7848-2
  • Type

    conf

  • DOI
    10.1109/IVS.2003.1212935
  • Filename
    1212935