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Hybrid-A* optimizations and completion without on-going State Lattice work #2404

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merged 28 commits into from
Jun 18, 2021
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127acb1
major smac planner collision checking speedups and improvements
SteveMacenski Apr 7, 2021
acd9cc0
fix linting errors
SteveMacenski Apr 7, 2021
6fb439c
wireframe for state lattice node
SteveMacenski Apr 13, 2021
34bfec1
finishing boilerplate changes
SteveMacenski Apr 13, 2021
75f1d2e
adding more context to each TODO and notes about path to completion
SteveMacenski Apr 14, 2021
951c3aa
prototype for the base plugin + refactor out common logic for all pla…
SteveMacenski Apr 14, 2021
16f5f60
commiting speed up work in progress
SteveMacenski Apr 26, 2021
3ea14d9
adding in improvements to overall user quality of life
SteveMacenski Apr 27, 2021
de3aaf1
pushing updates to 2D for faster / smoother; hybrid for smoother and …
SteveMacenski May 7, 2021
9c82a70
adding smoother prototype
SteveMacenski May 14, 2021
9ca75ee
adding orientation guestimator
SteveMacenski May 15, 2021
0aa54cc
correcing 2d
SteveMacenski May 15, 2021
64e0c1a
done with smoother
SteveMacenski May 15, 2021
0452e77
enabling collision checking full SE2 only when under inscribed cost a…
SteveMacenski May 18, 2021
dfac215
adding doxgyen on new function
SteveMacenski May 18, 2021
6d4be2d
linting
SteveMacenski May 18, 2021
4539a08
testing working
SteveMacenski May 19, 2021
e01aab2
fixing looping at end of paths + simplifying code
SteveMacenski May 28, 2021
8e5ee4f
fixed cost-based issue in smoother
SteveMacenski May 28, 2021
ecd84c9
finishing touches on smoothing
SteveMacenski May 28, 2021
d441be7
smoother recursion fix + crashing issue resolved
SteveMacenski May 28, 2021
0f1399e
incremental changes
SteveMacenski Jun 9, 2021
c6d16c0
completed hybrid A* plannern
SteveMacenski Jun 11, 2021
c07813e
adding images
SteveMacenski Jun 11, 2021
cfd8573
purge state lattice work to merge in just Hybrid-A* improvements
SteveMacenski Jun 11, 2021
28336b3
Merge branch 'main' into hybrid_only
SteveMacenski Jun 11, 2021
cb57ae7
linting
SteveMacenski Jun 12, 2021
cd763c7
Merge branch 'hybrid_only' of github.com:ros-planning/navigation2 int…
SteveMacenski Jun 12, 2021
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Original file line number Diff line number Diff line change
Expand Up @@ -72,6 +72,13 @@ class FootprintCollisionChecker
* @brief Set the current costmap object to use for collision detection
*/
void setCostmap(CostmapT costmap);
/**
* @brief Get the current costmap object
*/
CostmapT getCostmap()
{
return costmap_;
}

protected:
CostmapT costmap_;
Expand Down
45 changes: 28 additions & 17 deletions nav2_costmap_2d/src/footprint_collision_checker.cpp
Original file line number Diff line number Diff line change
Expand Up @@ -51,36 +51,40 @@ double FootprintCollisionChecker<CostmapT>::footprintCost(const Footprint footpr
unsigned int x0, x1, y0, y1;
double footprint_cost = 0.0;

// get the cell coord of the first point
if (!worldToMap(footprint[0].x, footprint[0].y, x0, y0)) {
return static_cast<double>(LETHAL_OBSTACLE);
}

// cache the start to eliminate a worldToMap call
unsigned int xstart = x0;
unsigned int ystart = y0;

// we need to rasterize each line in the footprint
for (unsigned int i = 0; i < footprint.size() - 1; ++i) {
// get the cell coord of the first point
if (!worldToMap(footprint[i].x, footprint[i].y, x0, y0)) {
return static_cast<double>(LETHAL_OBSTACLE);
}

// get the cell coord of the second point
if (!worldToMap(footprint[i + 1].x, footprint[i + 1].y, x1, y1)) {
return static_cast<double>(LETHAL_OBSTACLE);
}

footprint_cost = std::max(lineCost(x0, x1, y0, y1), footprint_cost);
}

// we also need to connect the first point in the footprint to the last point
// get the cell coord of the last point
if (!worldToMap(footprint.back().x, footprint.back().y, x0, y0)) {
return static_cast<double>(LETHAL_OBSTACLE);
}
// the second point is next iteration's first point
x0 = x1;
y0 = y1;

// get the cell coord of the first point
if (!worldToMap(footprint.front().x, footprint.front().y, x1, y1)) {
return static_cast<double>(LETHAL_OBSTACLE);
// if in collision, no need to continue
if (footprint_cost == static_cast<double>(INSCRIBED_INFLATED_OBSTACLE) ||
footprint_cost == static_cast<double>(LETHAL_OBSTACLE))
{
return footprint_cost;
}
}

footprint_cost = std::max(lineCost(x0, x1, y0, y1), footprint_cost);

// if all line costs are legal... then we can return that the footprint is legal
return footprint_cost;
// we also need to connect the first point in the footprint to the last point
// the last iteration's x1, y1 are the last footprint point's coordinates
return std::max(lineCost(xstart, x1, ystart, y1), footprint_cost);
}

template<typename CostmapT>
Expand All @@ -95,6 +99,13 @@ double FootprintCollisionChecker<CostmapT>::lineCost(int x0, int x1, int y0, int
if (line_cost < point_cost) {
line_cost = point_cost;
}

// if in collision, no need to continue
if (line_cost == static_cast<double>(INSCRIBED_INFLATED_OBSTACLE) ||
line_cost == static_cast<double>(LETHAL_OBSTACLE))
{
return line_cost;
}
}

return line_cost;
Expand Down
23 changes: 13 additions & 10 deletions nav2_smac_planner/CMakeLists.txt
Original file line number Diff line number Diff line change
Expand Up @@ -19,7 +19,6 @@ find_package(builtin_interfaces REQUIRED)
find_package(tf2_ros REQUIRED)
find_package(nav2_costmap_2d REQUIRED)
find_package(pluginlib REQUIRED)
find_package(Ceres REQUIRED COMPONENTS SuiteSparse)
find_package(eigen3_cmake_module REQUIRED)
find_package(Eigen3 REQUIRED)
find_package(ompl REQUIRED)
Expand All @@ -35,12 +34,16 @@ add_compile_options(-O3 -Wextra -Wdeprecated -fPIC)

include_directories(
include
${CERES_INCLUDES}
${OMPL_INCLUDE_DIRS}
${OpenMP_INCLUDE_DIRS}
)
set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS} ${OpenMP_C_FLAGS}")
set(CMAKE_EXE_LINKER_FLAGS "${CMAKE_EXE_LINKER_FLAGS} ${OpenMP_EXE_LINKER_FLAGS}")

find_package(OpenMP)
if(OPENMP_FOUND)
set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS} ${OpenMP_C_FLAGS}")
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} ${OpenMP_CXX_FLAGS}")
set(CMAKE_EXE_LINKER_FLAGS "${CMAKE_EXE_LINKER_FLAGS} ${OpenMP_EXE_LINKER_FLAGS}")
endif()

set(library_name nav2_smac_planner)

Expand All @@ -62,16 +65,16 @@ set(dependencies
eigen3_cmake_module
)

# SE2 plugin
# Hybrid plugin
add_library(${library_name} SHARED
src/smac_planner.cpp
src/smac_planner_hybrid.cpp
src/a_star.cpp
src/node_se2.cpp
src/node_hybrid.cpp
src/costmap_downsampler.cpp
src/node_2d.cpp
)

target_link_libraries(${library_name} ${CERES_LIBRARIES} ${OMPL_LIBRARIES} ${OpenMP_LIBRARIES} OpenMP::OpenMP_CXX)
target_link_libraries(${library_name} ${OMPL_LIBRARIES} ${OpenMP_LIBRARIES} OpenMP::OpenMP_CXX)
target_include_directories(${library_name} PUBLIC ${Eigen3_INCLUDE_DIRS})

ament_target_dependencies(${library_name}
Expand All @@ -82,12 +85,12 @@ ament_target_dependencies(${library_name}
add_library(${library_name}_2d SHARED
src/smac_planner_2d.cpp
src/a_star.cpp
src/node_se2.cpp
src/node_hybrid.cpp
src/costmap_downsampler.cpp
src/node_2d.cpp
)

target_link_libraries(${library_name}_2d ${CERES_LIBRARIES} ${OMPL_LIBRARIES})
target_link_libraries(${library_name}_2d ${OMPL_LIBRARIES})
target_include_directories(${library_name}_2d PUBLIC ${Eigen3_INCLUDE_DIRS})

ament_target_dependencies(${library_name}_2d
Expand Down
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