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L5Player / AutoDriving-Planning-Control-Algorithm-Simulation-Carla

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欢迎仪式

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:https://gitee.com/nannanbe/auto-driving-planning-control-algorithm-simulation-carla


博客地址

想要一起学习的伙伴,请关注我的CSDN、b站、知乎、公众号:自动驾驶Player(L5Player)
CSDN有系列专栏可以订阅
CSDN地址: https://blog.csdn.net/nn243823163/category_11685852.html?spm=1001.2014.3001.5482
知乎地址:https://www.zhihu.com/people/L5Player



首先启动Crla仿真器

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

    carla

AEB function scenario design and control

  1. 通过python api设计AEB场景并实现功能
  2. source source_env.sh
  3. ros2 launch carla_l5player_bridge_ego_vis carla_bridge_ego_vehilce.launch.py
  4. python vehicle_gallery_aeb.py
  5. ros2 run carla_l5player_aeb_with_python_script carla_l5player_aeb_with_python_script_node

LQR PID Controller with Waypoint

  1. 通过Waypoint Publisher发布轨迹并进行跟随
  2. source source_env.sh
  3. ros2 launch carla_ros_bridge carla_ros_bridge_with_example_ego_vehicle.launch.py
  4. ros2 launch carla_l5player_lqr_pid_controller_waypoint lqr_launch.py
  5. ros2 launch carla_waypoint_publisher carla_waypoint_publisher.launch.py

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

场景仿真器启动

首先将carla仿真器通过软连接添加到本项目同级目录下,然后进入项目目录

  1. source source_env.sh
  2. ros2 launch carla_ad_demo carla_ad_demo_with_scenario.launch.py scenario_runner_path:=/home/bea20/l5player_premium/auto-driving-planning-control-algorithm-simulation-carla/scenario_runner-0.9.13

This is free and unencumbered software released into the public domain. Anyone is free to copy, modify, publish, use, compile, sell, or distribute this software, either in source code form or as a compiled binary, for any purpose, commercial or non-commercial, and by any means. In jurisdictions that recognize copyright laws, the author or authors of this software dedicate any and all copyright interest in the software to the public domain. We make this dedication for the benefit of the public at large and to the detriment of our heirs and successors. We intend this dedication to be an overt act of relinquishment in perpetuity of all present and future rights to this software under copyright law. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. For more information, please refer to <http://unlicense.org>

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