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Research on an Intelligent Behavior Evaluation System for Unmanned Ground Vehicles

by 1, 1,* and 2
1
College of Mechanical and Equipment Engineering, Hebei University of Engineering, Handan 056038, China
2
Merchant Marine College, Shanghai Maritime University, Shanghai 201306, China
*
Author to whom correspondence should be addressed.
Energies 2018, 11(7), 1764; https://doi.org/10.3390/en11071764
Received: 27 May 2018 / Revised: 13 June 2018 / Accepted: 3 July 2018 / Published: 4 July 2018
A scientific and reasonable evaluation system for unmanned ground vehicles (UGVs) is very important. This paper studies the intelligent behavior of UGVs, and also proposes a comprehensive evaluation system for this intelligent behavior. The test and evaluation system includes the test content design, the test environment design, the test methods and the evaluation method. Using a hierarchical design approach, the test content is designed to be stage by stage, moving from simplicity to complexity and from individual modules to the entire vehicle. The hierarchical test environment is established according to the test content levels. The extension analytic hierarchy process (EAHP) has a better advantage than the analytic hierarchy process (AHP) to avoid the problem of the ambiguity of expert experience judgment and the consistency of the judgment matrix in determine the weight of each evaluation index. Using chaos theory to calculate the Lyapunov index, the quality of the trajectory of the UGV is characterized. The grey relational analysis method is used to analyze the correlation between the comparison series and the reference series, and a comprehensive quantitative result of the intelligent behavior of the UGV is obtained. The experiment shows that the intelligent behavior evaluation system of the UGV is scientific and effective. View Full-Text
Keywords: UGV; evaluation system; extension analytic hierarchy process; grey relational analysis UGV; evaluation system; extension analytic hierarchy process; grey relational analysis
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MDPI and ACS Style

Sun, Y.; Yang, H.; Meng, F. Research on an Intelligent Behavior Evaluation System for Unmanned Ground Vehicles. Energies 2018, 11, 1764. https://doi.org/10.3390/en11071764

AMA Style

Sun Y, Yang H, Meng F. Research on an Intelligent Behavior Evaluation System for Unmanned Ground Vehicles. Energies. 2018; 11(7):1764. https://doi.org/10.3390/en11071764

Chicago/Turabian Style

Sun, Yang; Yang, He; Meng, Fei. 2018. "Research on an Intelligent Behavior Evaluation System for Unmanned Ground Vehicles" Energies 11, no. 7: 1764. https://doi.org/10.3390/en11071764

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