论文+程序 基于动态车辆模型的 Baidu Apollo lqr和mpc横向控制算法Analyzed Baidu Apollo

上传者: xcltapestry | 上传时间: 2024-07-18 14:50:33 | 文件大小: 901KB | 文件类型: RAR
深入分析了基于动态车辆模型的百度Apollo平台上的线性二次调节器(LQR)和模型预测控制(MPC)横向控制算法。通过对这两种算法的比较研究,揭示了它们在处理车辆横向控制问题时的性能差异和适用场景。文章提供了详细的算法原理、仿真结果以及在实际车辆上的测试数据,为自动驾驶车辆的横向控制提供了有价值的参考。 适用人群: 本研究适合自动驾驶技术、控制理论、车辆工程等领域的专业人士,以及对智能车辆控制和自动驾驶系统设计感兴趣的学生和研究人员。 使用场景: 研究成果可以应用于自动驾驶车辆的横向控制策略设计,提高车辆的行驶稳定性和安全性,同时为自动驾驶系统的进一步优化提供理论依据。 目标: 旨在评估和优化自动驾驶车辆的横向控制算法,推动自动驾驶技术的发展,增强智能交通系统的安全性和可靠性。 关键词标签: 动态车辆模型 百度Apollo LQR MPC横向控制

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