Example: maps_gmrf_map_example

C++ example source code:

/* +------------------------------------------------------------------------+
   |                     Mobile Robot Programming Toolkit (MRPT)            |
   |                          https://www.mrpt.org/                         |
   |                                                                        |
   | Copyright (c) 2005-2024, Individual contributors, see AUTHORS file     |
   | See: https://www.mrpt.org/Authors - All rights reserved.               |
   | Released under BSD License. See: https://www.mrpt.org/License          |
   +------------------------------------------------------------------------+ */

#include <mrpt/gui/CDisplayWindow3D.h>
#include <mrpt/maps/CGasConcentrationGridMap2D.h>
#include <mrpt/opengl/CPointCloud.h>
#include <mrpt/opengl/stock_objects.h>
#include <mrpt/random.h>

#include <iostream>

using namespace mrpt;
using namespace mrpt::maps;
using namespace mrpt::math;
using namespace mrpt::random;
using namespace std;

// Example of custom connectivity pattern:
struct MyConnectivityVisitor : public mrpt::maps::CRandomFieldGridMap2D::ConnectivityDescriptor
{
  bool getEdgeInformation(
      const CRandomFieldGridMap2D* parent,
      size_t icx,
      size_t icy,
      size_t jcx,
      size_t jcy,
      double& out_edge_information) override
  {
    out_edge_information = 1.0 / (1.0 + icx + icy);
    return true;
  }
};

void Example_GMRF()
{
  const double X_SIZE = 10.0;
  const double Y_SIZE = 10.0;
  const double RESOLUTION = 0.5;

  mrpt::maps::CGasConcentrationGridMap2D gasmap(
      CRandomFieldGridMap2D::mrGMRF_SD /*map type*/, 0, X_SIZE, 0, Y_SIZE,
      RESOLUTION /* resolution */
  );

  auto conn = mrpt::maps::CGasConcentrationGridMap2D::ConnectivityDescriptor::Ptr(
      new MyConnectivityVisitor);
  gasmap.setMinLoggingLevel(mrpt::system::LVL_DEBUG);
  gasmap.setCellsConnectivity(conn);
  gasmap.clear();  // for the connectivity to be taken into account.

  auto gl_data = mrpt::opengl::CPointCloud::Create();
  gl_data->setPointSize(3.0f);

  for (int i = 0; i < 20; i++)
  {
    const double value = getRandomGenerator().drawUniform(0.01, 0.99);
    const double x = getRandomGenerator().drawUniform(0.1, 0.95 * X_SIZE);
    const double y = getRandomGenerator().drawUniform(0.1, 0.95 * Y_SIZE);

    printf("Observation: (x,y)=(%6.02f,%6.02f,)  => value: %6.03f\n", x, y, value);
    gl_data->insertPoint(x, y, value);

    gasmap.insertIndividualReading(value, TPoint2D(x, y), false /*dont update map now*/);
  }

  // Update only once now:
  gasmap.updateMapEstimation();

  // 3D view:
  auto glObj = gasmap.getVisualization();

  mrpt::gui::CDisplayWindow3D win("Map", 640, 480);

  mrpt::opengl::Scene::Ptr& scene = win.get3DSceneAndLock();
  scene->insert(mrpt::opengl::stock_objects::CornerXYZSimple(1.0f, 4.0f));
  scene->insert(gl_data);
  scene->insert(glObj);
  win.unlockAccess3DScene();
  win.repaint();

  win.waitForKey();
}

int main(int argc, char** argv)
{
  try
  {
    Example_GMRF();
    return 0;
  }
  catch (exception& e)
  {
    cout << "MRPT exception caught: " << e.what() << endl;
    return -1;
  }
  catch (...)
  {
    printf("Another exception!!");
    return -1;
  }
}