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
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