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项目圆满结项——发布结项总结报告与 V1.0 正式版 #5152
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| # 项目结项总结报告 - CARLA AutoVision Navigator | ||
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| ## 1. 开发历程回顾 | ||
| 本项目通过 20 次标准化的 Git 迭代,成功构建了一个从感知到决策再到控制的自动驾驶闭环系统。 | ||
| - **Perception**: 实现了基于 YOLOv3 的多目标实时检测。 | ||
| - **Decision**: 建立了碰撞风险评估模型及 AEB 紧急制动逻辑。 | ||
| - **Control**: 调优了双 PID 控制器,实现了稳定的纵向控速与横向寻迹。 | ||
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| ## 2. 核心技术指标 | ||
| - **系统稳定性**:通过单元测试验证,核心几何算法 100% 准确。 | ||
| - **实时性表现**:在典型城市场景下,感知推理与控制循环保持在 15-20 FPS。 | ||
| - **安全性表现**:AEB 逻辑在静动态障碍物测试中表现可靠。 | ||
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| ## 3. 项目收获 | ||
| 本项目不仅深入探索了自动驾驶的 PDA 架构,还严格遵循了 Git Flow 开发规范、Google Style 代码注释标准以及单元测试流程,具备较高的工程完备性。 | ||
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| --- | ||
| **结项日期**:2024年 | ||
| **版本号**:v1.0.0-Stable | ||
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时间错了