Linux 35.5 + JetPack v5.1.3@Fast-Planner安装
- 1. 源由
- 2. 编译&安装
- Step 1：依赖库安装
- Step 2：建立工程
- Step 3：编译工程
- Step 4：安装工程
- 3. 问题汇总
- 3.1 Eigen3 组件问题
- 3.2 pcl_conversions 组件问题
- 3.3 cv_bridge组件问题
- 3.4 laser_geometry 组件问题
- 3.5 Eigen组件问题
- 3.6 PCL requires C++14组件问题
- 3.7 undefined reference to `cv::Mat::Mat()'
- 4. 总结
- 5. 补充 - FUEL新版
1. 源由
香港HKUST Aerial Robotics Group开发了一系列基础技术，使空中无人机能够在复杂环境中自主运行。研究涵盖了空中自主导航建模比较完整技术栈，重点在于状态估计、地图绘制、轨迹规划、多机协调以及使用低成本传感和计算组件进行测试平台开发，其代码也被开源在Github - HKUST-Aerial-Robotics。
若能很好的借鉴并应用上述技术，在实际领域进行应用拓展，将会对无人机的应用得到显著提升，进而突破闭源商业系统的垄断地位。
Fast-Planner 的开发目标是使四旋翼飞行器能够在复杂的未知环境中快速飞行。它包含了一系列精心设计的规划算法。它还提供了一个基础代码框架和算法，支持包括 ego-planner、FUEL 和 RACER 等在内的多个流行的开源无人机项目。
2021年5月13日作为里程碑，正式确立了该代码的可行性。
作为基础和入手点，我们从Fast-Planner安装逐步进入这块领域的探索！
2. 编译&安装
注：为了更好的理解整个软件包对系统的依赖关系，我们之前选用的是ros-base安装。
编译方式看上去非常简单，但是其实里面有很多隐含的依赖关系，在脚本方面做的非常不到位。毕竟在研究方面更多是算法，所以在实际应用面的考虑有所不足，不过后续应该可以通过patch方式帮助完善，这也是为什么我们这里采用base方式安装。
$ git log -n 1
commit 40d41a101e91992b08b1ccf3814c83c641c48bca (HEAD -> master, origin/master, origin/HEAD)
Author: Boyu Zhou <405540572@qq.com>
Date: Tue May 28 19:48:05 2024 +0800Update README.md
Step 1：依赖库安装
$ sudo apt-get install libarmadillo-dev ros_${ROS_VERSION_NAME}_nlopt
Step 2：建立工程
$ mkdir -p ${YOUR_WORKSPACE_PATH}/src
$ cd ${YOUR_WORKSPACE_PATH}/src
$ git clone https://github.com/HKUST-Aerial-Robotics/Fast-Planner.git
注：若存在网络问题，请使用git协议clone代码。git协议始终比https稳定，但需要注意ssh key的安装问题。
Step 3：编译工程
$ cd ${YOUR_WORKSPACE_PATH}
$ catkin_make
Step 4：安装工程
略，因为暂时不涉及软件的部署应用，相关模拟命令参考：
- 第一次运行Rviz
$ cd ${YOUR_WORKSPACE_PATH}
$ source devel/setup.bash && roslaunch plan_manage rviz.launch
- 运行quadrotor simulator和Fast-Planner
$ cd ${YOUR_WORKSPACE_PATH}
$ source devel/setup.bash && roslaunch plan_manage kino_replan.launch //Kinodynamic Path Searching & B-spline Optimization
$ cd ${YOUR_WORKSPACE_PATH}
$ source devel/setup.bash && roslaunch plan_manage topo_replan.launch //Topological Path Searching & Path-guided Optimization
3. 问题汇总
3.1 Eigen3 组件问题
-- +++ processing catkin package: 'quadrotor_msgs'
-- ==> add_subdirectory(Fast-Planner/uav_simulator/Utils/quadrotor_msgs)
-- Using these message generators: gencpp;geneus;genlisp;gennodejs;genpy
-- quadrotor_msgs: 13 messages, 0 services
CMake Error at /usr/share/cmake-3.16/Modules/FindPackageHandleStandardArgs.cmake:146 (message):Could NOT find Eigen3 (missing: EIGEN3_INCLUDE_DIR EIGEN3_VERSION_OK)(Required is at least version "2.91.0")
Call Stack (most recent call first):/usr/share/cmake-3.16/Modules/FindPackageHandleStandardArgs.cmake:393 (_FPHSA_FAILURE_MESSAGE)Fast-Planner/uav_simulator/Utils/quadrotor_msgs/cmake/FindEigen3.cmake:76 (find_package_handle_standard_args)Fast-Planner/uav_simulator/Utils/quadrotor_msgs/CMakeLists.txt:101 (find_package)-- Configuring incomplete, errors occurred!
See also "/home/daniel/HKUST/build/CMakeFiles/CMakeOutput.log".
See also "/home/daniel/HKUST/build/CMakeFiles/CMakeError.log".
解决方案：
$ sudo apt-get install libeigen3-dev
3.2 pcl_conversions 组件问题
-- +++ processing catkin package: 'map_generator'
-- ==> add_subdirectory(Fast-Planner/uav_simulator/map_generator)
-- Could NOT find pcl_conversions (missing: pcl_conversions_DIR)
-- Could not find the required component 'pcl_conversions'. The following CMake error indicates that you either need to install the package with the same name or change your environment so that it can be found.
CMake Error at /opt/ros/noetic/share/catkin/cmake/catkinConfig.cmake:83 (find_package):Could not find a package configuration file provided by "pcl_conversions"with any of the following names:pcl_conversionsConfig.cmakepcl_conversions-config.cmakeAdd the installation prefix of "pcl_conversions" to CMAKE_PREFIX_PATH orset "pcl_conversions_DIR" to a directory containing one of the above files.If "pcl_conversions" provides a separate development package or SDK, besure it has been installed.
Call Stack (most recent call first):Fast-Planner/uav_simulator/map_generator/CMakeLists.txt:8 (find_package)-- Configuring incomplete, errors occurred!
See also "/home/daniel/HKUST/build/CMakeFiles/CMakeOutput.log".
See also "/home/daniel/HKUST/build/CMakeFiles/CMakeError.log".
Invoking "cmake" failed
解决方案：
$ sudo apt-get install ros-noetic-pcl-ros
3.3 cv_bridge组件问题
-- +++ processing catkin package: 'plan_env'
-- ==> add_subdirectory(Fast-Planner/fast_planner/plan_env)
-- Found OpenCV: /usr (found version "4.5.4")
-- Could NOT find cv_bridge (missing: cv_bridge_DIR)
-- Could not find the required component 'cv_bridge'. The following CMake error indicates that you either need to install the package with the same name or change your environment so that it can be found.
CMake Error at /opt/ros/noetic/share/catkin/cmake/catkinConfig.cmake:83 (find_package):Could not find a package configuration file provided by "cv_bridge" withany of the following names:cv_bridgeConfig.cmakecv_bridge-config.cmakeAdd the installation prefix of "cv_bridge" to CMAKE_PREFIX_PATH or set"cv_bridge_DIR" to a directory containing one of the above files. If"cv_bridge" provides a separate development package or SDK, be sure it hasbeen installed.
Call Stack (most recent call first):Fast-Planner/fast_planner/plan_env/CMakeLists.txt:7 (find_package)-- Configuring incomplete, errors occurred!
See also "/home/daniel/HKUST/build/CMakeFiles/CMakeOutput.log".
See also "/home/daniel/HKUST/build/CMakeFiles/CMakeError.log".
Invoking "cmake" failed
解决方案：
$ sudo apt-get install ros-noetic-cv-bridge
3.4 laser_geometry 组件问题
-- +++ processing catkin package: 'multi_map_server'
-- ==> add_subdirectory(Fast-Planner/uav_simulator/Utils/multi_map_server)
-- Using these message generators: gencpp;geneus;genlisp;gennodejs;genpy
-- Could NOT find laser_geometry (missing: laser_geometry_DIR)
-- Could not find the required component 'laser_geometry'. The following CMake error indicates that you either need to install the package with the same name or change your environment so that it can be found.
CMake Error at /opt/ros/noetic/share/catkin/cmake/catkinConfig.cmake:83 (find_package):Could not find a package configuration file provided by "laser_geometry"with any of the following names:laser_geometryConfig.cmakelaser_geometry-config.cmakeAdd the installation prefix of "laser_geometry" to CMAKE_PREFIX_PATH or set"laser_geometry_DIR" to a directory containing one of the above files. If"laser_geometry" provides a separate development package or SDK, be sure ithas been installed.
Call Stack (most recent call first):Fast-Planner/uav_simulator/Utils/multi_map_server/CMakeLists.txt:45 (find_package)-- Configuring incomplete, errors occurred!
See also "/home/daniel/HKUST/build/CMakeFiles/CMakeOutput.log".
See also "/home/daniel/HKUST/build/CMakeFiles/CMakeError.log".
Invoking "cmake" failed
解决方案：
$ sudo apt-get install ros-noetic-laser-geometry
3.5 Eigen组件问题
-- +++ processing catkin package: 'local_sensing_node'
-- ==> add_subdirectory(Fast-Planner/uav_simulator/local_sensing)
-- Using these message generators: gencpp;geneus;genlisp;gennodejs;genpy
CMake Warning at /opt/ros/noetic/share/catkin/cmake/catkin_package.cmake:166 (message):catkin_package() DEPENDS on 'Eigen' but neither 'Eigen_INCLUDE_DIRS' nor'Eigen_LIBRARIES' is defined.
Call Stack (most recent call first):/opt/ros/noetic/share/catkin/cmake/catkin_package.cmake:102 (_catkin_package)Fast-Planner/uav_simulator/local_sensing/CMakeLists.txt:69 (catkin_package)-- +++ processing catkin package: 'rviz_plugins'
-- ==> add_subdirectory(Fast-Planner/uav_simulator/Utils/rviz_plugins)
-- Could NOT find rviz (missing: rviz_DIR)
-- Could not find the required component 'rviz'. The following CMake error indicates that you either need to install the package with the same name or change your environment so that it can be found.
CMake Error at /opt/ros/noetic/share/catkin/cmake/catkinConfig.cmake:83 (find_package):Could not find a package configuration file provided by "rviz" with any ofthe following names:rvizConfig.cmakerviz-config.cmakeAdd the installation prefix of "rviz" to CMAKE_PREFIX_PATH or set"rviz_DIR" to a directory containing one of the above files. If "rviz"provides a separate development package or SDK, be sure it has beeninstalled.
Call Stack (most recent call first):Fast-Planner/uav_simulator/Utils/rviz_plugins/CMakeLists.txt:6 (find_package)-- Configuring incomplete, errors occurred!
See also "/home/daniel/HKUST/build/CMakeFiles/CMakeOutput.log".
See also "/home/daniel/HKUST/build/CMakeFiles/CMakeError.log".
Invoking "cmake" failed
解决方案：
$ sudo apt-get install ros-noetic-rviz
3.6 PCL requires C++14组件问题
#error PCL requires C++14 or above
**解决方案：**在全局CMakeLists.txt中添加CMAKE_CXX_STANDARD 14
# set(CMAKE_CXX_STANDARD 11)
set(CMAKE_CXX_STANDARD 14)
$ sudo vi ${YOUR_WORKSPACE_PATH}/src/CMakeLists.txt
$ cat ${YOUR_WORKSPACE_PATH}/src/CMakeLists.txt |head -n 5
示例：
daniel@nvidia:~/HKUST$ cat src/CMakeLists.txt |head -n 10
# toplevel CMakeLists.txt for a catkin workspace
# catkin/cmake/toplevel.cmakecmake_minimum_required(VERSION 3.0.2)project(Project)set(CATKIN_TOPLEVEL TRUE)
set(CMAKE_CXX_STANDARD 14)
3.7 undefined reference to `cv::Mat::Mat()’
[100%] Linking CXX executable /home/daniel/HKUST/devel/lib/plan_manage/fast_planner_node
/usr/bin/ld: CMakeFiles/fast_planner_node.dir/src/planner_manager.cpp.o: in function `MappingData::MappingData()':
/home/daniel/HKUST/src/Fast-Planner/fast_planner/plan_env/include/plan_env/sdf_map.h:115: undefined reference to `cv::Mat::Mat()'
/usr/bin/ld: /home/daniel/HKUST/src/Fast-Planner/fast_planner/plan_env/include/plan_env/sdf_map.h:115: undefined reference to `cv::Mat::Mat()'
collect2: error: ld returned 1 exit status
make[2]: *** [Fast-Planner/fast_planner/plan_manage/CMakeFiles/fast_planner_node.dir/build.make:311: /home/daniel/HKUST/devel/lib/plan_manage/fast_planner_node] Error 1
make[1]: *** [CMakeFiles/Makefile2:5244: Fast-Planner/fast_planner/plan_manage/CMakeFiles/fast_planner_node.dir/all] Error 2
make: *** [Makefile:141: all] Error 2
Invoking "make -j6 -l6" failed
**解决方案：**这个绝对是脚本问题了，需要链接${OpenCV_LIBS}库，不知道为什么没有PR上去！！！
target_link_libraries( plan_env${catkin_LIBRARIES} ${PCL_LIBRARIES}${OpenCV_LIBS})
$ sudo vi ${YOUR_WORKSPACE_PATH}/src/Fast-Planner/fast_planner/plan_env/CMakeLists.txt
示例：
$ git diff fast_planner/plan_env/CMakeLists.txt
diff --git a/fast_planner/plan_env/CMakeLists.txt b/fast_planner/plan_env/CMakeLists.txt
index a700b8d..d14ae73 100755
--- a/fast_planner/plan_env/CMakeLists.txt
+++ b/fast_planner/plan_env/CMakeLists.txt
@@ -45,6 +45,7 @@ add_library( plan_envtarget_link_libraries( plan_env${catkin_LIBRARIES}${PCL_LIBRARIES}
+ ${OpenCV_LIBS})add_executable(obj_generator
4. 总结
至此，我们完成了FasPlanner的编译安装，后续我们将另外章节，来介绍如何执行模拟。
CUDA编译优化
$ git diff uav_simulator/local_sensing/CMakeLists.txt
diff --git a/uav_simulator/local_sensing/CMakeLists.txt b/uav_simulator/local_sensing/CMakeLists.txt
index a868546..fe0ebad 100644
--- a/uav_simulator/local_sensing/CMakeLists.txt
+++ b/uav_simulator/local_sensing/CMakeLists.txt
@@ -3,8 +3,8 @@ CMAKE_MINIMUM_REQUIRED(VERSION 2.8.3)SET(CMAKE_BUILD_TYPE Release) # Release, RelWithDebInfoSET(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -std=c++11")-set(ENABLE_CUDA false)
-# set(ENABLE_CUDA true)
+#set(ENABLE_CUDA false)
+set(ENABLE_CUDA true)if(ENABLE_CUDA)find_package(CUDA REQUIRED)
@@ -17,8 +17,9 @@ if(ENABLE_CUDA)# -gencode arch=compute_50,code=sm_50;# -gencode arch=compute_52,code=sm_52;# -gencode arch=compute_60,code=sm_60;
- -gencode arch=compute_61,code=sm_61;
- )
+# -gencode arch=compute_61,code=sm_61;
+ -gencode arch=compute_87,code=sm_87;
+)SET(CUDA_PROPAGATE_HOST_FLAGS OFF)
5. 补充 - FUEL新版
从HKUST维护的Fast-Planner情况看，可能更偏向学术，有很多兼容性问题，也没有足够的人力维护；不过貌似HKUST - FUEL可能是更加新的版本。不过，总体来说github上的作者还是ZbyLGsc在维护。
- segfault in fast_planner_node on jetson orin Linux 35.5.0 #175
- 对视野范围外的障碍物留有余量的算法求开源，即fastplanner第三篇论文的内容 #162
)
)
