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run_quadrotor_lqr.cc
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run_quadrotor_lqr.cc
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/// @file
///
/// This demo sets up a controlled Quadrotor that uses a Linear Quadratic
/// Regulator to (locally) stabilize a nominal hover.
#include <memory>
#include <gflags/gflags.h>
#include "drake/common/find_resource.h"
#include "drake/common/is_approx_equal_abstol.h"
#include "drake/examples/quadrotor/quadrotor_geometry.h"
#include "drake/examples/quadrotor/quadrotor_plant.h"
#include "drake/geometry/drake_visualizer.h"
#include "drake/lcm/drake_lcm.h"
#include "drake/systems/analysis/simulator.h"
#include "drake/systems/framework/diagram.h"
#include "drake/systems/framework/diagram_builder.h"
DEFINE_int32(simulation_trials, 10, "Number of trials to simulate.");
DEFINE_double(simulation_real_time_rate, 1.0, "Real time rate");
DEFINE_double(trial_duration, 7.0, "Duration of execution of each trial");
namespace drake {
using systems::DiagramBuilder;
using systems::Simulator;
using systems::Context;
using systems::ContinuousState;
using systems::VectorBase;
namespace examples {
namespace quadrotor {
namespace {
int do_main() {
lcm::DrakeLcm lcm;
DiagramBuilder<double> builder;
// The nominal hover position is at (0, 0, 1.0) in world coordinates.
const Eigen::Vector3d kNominalPosition{((Eigen::Vector3d() << 0.0, 0.0, 1.0).
finished())};
auto quadrotor = builder.AddSystem<QuadrotorPlant<double>>();
quadrotor->set_name("quadrotor");
auto controller = builder.AddSystem(StabilizingLQRController(
quadrotor, kNominalPosition));
controller->set_name("controller");
builder.Connect(quadrotor->get_output_port(0), controller->get_input_port());
builder.Connect(controller->get_output_port(), quadrotor->get_input_port(0));
// Set up visualization
auto scene_graph = builder.AddSystem<geometry::SceneGraph>();
QuadrotorGeometry::AddToBuilder(
&builder, quadrotor->get_output_port(0), scene_graph);
geometry::DrakeVisualizerd::AddToBuilder(&builder, *scene_graph);
auto diagram = builder.Build();
Simulator<double> simulator(*diagram);
VectorX<double> x0 = VectorX<double>::Zero(12);
const VectorX<double> kNominalState{((Eigen::VectorXd(12) << kNominalPosition,
Eigen::VectorXd::Zero(9)).finished())};
srand(42);
for (int i = 0; i < FLAGS_simulation_trials; i++) {
auto diagram_context = diagram->CreateDefaultContext();
x0 = VectorX<double>::Random(12);
simulator.get_mutable_context()
.get_mutable_continuous_state_vector()
.SetFromVector(x0);
simulator.Initialize();
simulator.set_target_realtime_rate(FLAGS_simulation_real_time_rate);
// The following accuracy is necessary for the example to satisfy its
// ending state tolerances.
simulator.get_mutable_integrator().set_target_accuracy(5e-5);
simulator.AdvanceTo(FLAGS_trial_duration);
// Goal state verification.
const Context<double>& context = simulator.get_context();
const ContinuousState<double>& state = context.get_continuous_state();
const VectorX<double>& position_vector = state.CopyToVector();
if (!is_approx_equal_abstol(
position_vector, kNominalState, 1e-4)) {
throw std::runtime_error("Target state is not achieved.");
}
simulator.reset_context(std::move(diagram_context));
}
return 0;
}
} // namespace
} // namespace quadrotor
} // namespace examples
} // namespace drake
int main(int argc, char* argv[]) {
gflags::ParseCommandLineFlags(&argc, &argv, true);
return drake::examples::quadrotor::do_main();
}