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Verification and Optimization of Performance Consistency in Autonomous Driving Simulation Software
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Jiwei Li, Yage Wei, Mengdie Zhang, Runmin Wang
Automotive Engineer | 2025, (5) : 1 - 12
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Automotive Engineer | 2025, (5): 1-12
Special Issue on Autonomous Vehicle Testing Technologies
Verification and Optimization of Performance Consistency in Autonomous Driving Simulation Software
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Jiwei Li, Yage Wei, Mengdie Zhang, Runmin Wang
Affiliations
  • Chang’an University, Xi'an 710018
Published: 2025-05-15 doi: 10.20104/j.cnki.1674-6546.20240280
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In order to ensure the repeatability of simulation tests and reliability of test results, a simulation testing platform is built using Unity and Unreal Engine based on a systematic analysis of the definition and potential causes of performance consistency issues in autonomous driving simulation software, and static and dynamic scenarios are built at the same time. The study also involves the design of test cases, data processing scripts, automated testing scripts and the overall experimental process. Test results based on Unity and Unreal Engine simulation test platform are quantified through the inconsistency deviation. Influenced by various factors related to the simulation system’s software and hardware, experimental results reveal significant inconsistencies in multiple tests, with the maximum deviation reaching 15%. To address the identified deviation, this paper proposes several optimization strategies, including process optimization and power mode optimization, which are validated to reduce the deviation by more than 40%, thereby enhancing the reliability and consistency of simulation tests.

Autonomous Driving Technology  /  Simulation Testing  /  Performance Consistency
Jiwei Li, Yage Wei, Mengdie Zhang, Runmin Wang. Verification and Optimization of Performance Consistency in Autonomous Driving Simulation Software[J]. Automotive Engineer, 2025 , (5) : 1 -12 . DOI: 10.20104/j.cnki.1674-6546.20240280
Year 2025 volume Issue 5
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Article Info
doi: 10.20104/j.cnki.1674-6546.20240280
  • Online Date:2025-11-10
  • Published:2025-05-15
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  • Revised:2024-08-28
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    Chang’an University, Xi'an 710018
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表12种不同金属材料的力学参数

Family
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Number of
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种数
Number of
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占总种数比例
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鹅膏菌科Amanitaceae 2 11 5.26 鹅膏菌属 Amanita 10 4.78
小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39
多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39
红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87
小菇属 Mycena 11 5.26
光柄菇属 Pluteus 5 2.39
红菇属 Russula 17 8.13
栓菌属 Trametes 5 2.39
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