carla与ros2的自动驾驶算法-planning与control算法开发与仿真

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carla与ros2的自动驾驶算法-planning与control算法开发与仿真

欢迎大家来到自动驾驶Player(L5Player)的自动驾驶算法与仿真空间，在这个空间我们将一起完成这些事情：

  1. 控制算法构建基础模块并仿真调试：PID、LQR、Stanley 、MPC、滑膜控制、模糊控制、横向控制、纵向控制
  2. 运动规划算法构建基础模块并仿真调试：样条曲线、贝塞尔曲线、ASTAR、RRT、动态规划、二次规划、EM Planer、Lattice Planer
  3. 基于以上基础模块构建L2～L4功能模块： AEB、ACC、LKA、TJA、ALC、高速NOP、城市NOP、AVP
  4. 文章、算法、理论、书籍分享；
  5. 日常交流，行业咨询分享；

建立这个项目的目的，是希望从零开始，搭建完整的自动驾驶系统，并且与大家共同完成
github地址: https://github.com/L5Player/AutoDriving-Planning-Control-Algorithm-Simulation-Carla
gitte地址：AutoDriving-Planning-Control-Algorithm-Simulation-Carla: AutoDriving-Planning-Control-Algorithm-Simulation-Carla

首先启动Crla仿真器

  1. 在Carla下运行：./CarlaUE4.sh 或 ./CarlaUE4.sh -prefernvidia

    carla与ros2的自动驾驶算法-planning与control算法开发与仿真

NEW PID 模块启动流程

  1. 在PID Controler基础上更换导航路径，增加launch启动脚本以及rviz显示全局路径以及历史轨迹
  2. source source_env.sh
  3. ros2 launch carla_l5player_bridge_ego_vis carla_bridge_ego_vehilce.launch.py
  4. ros2 run carla_l5player_pid_new_controller carla_l5player_pid_new_controller_node
  5. 启动节点以及rviz: ros2 launch carla_l5player_pid_new_controller new_pid_launch.py

PID 模块启动流程

  1. source source_env.sh
  2. ros2 launch carla_l5player_bridge_ego_vis carla_bridge_ego_vehilce.launch.py
  3. ros2 run carla_l5player_pid_controller carla_l5player_pid_controller_node

Stanley 模块启动流程

  1. source source_env.sh
  2. ros2 launch carla_l5player_bridge_ego_vis carla_bridge_ego_vehilce.launch.py
  3. ros2 run carla_l5player_stanley_pid_controller carla_l5player_stanley_pid_controller_node

LQR 模块启动流程

  1. source source_env.sh
  2. ros2 launch carla_l5player_bridge_ego_vis carla_bridge_ego_vehilce.launch.py
  3. ros2 launch carla_l5player_lqr_pid_controller lqr_launch.py

MPC 模块启动流程

  1. source source_env.sh
  2. ros2 launch carla_l5player_bridge_ego_vis carla_bridge_ego_vehilce.launch.py
  3. ros2 launch carla_l5player_mpc_controller mpc_launch.py
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