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\page maps_observations Maps and observations compatibility matrices | ||
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There exists many kinds of metric maps and observations in MRPT, but some operations | ||
involving a map and an observation (for example "inserting" an observation in a map to update it) | ||
only make sense for a small subset of map-observation combinations. | ||
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See: | ||
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- List of all observations: see derived classes from mrpt::obs::CObservation | ||
- List of all metric maps: see derived classes from mrpt::maps::CMetricMap | ||
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The following tables summarize the valid combinations, as implemented so far: | ||
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# Valid implementations of insertObservation() | ||
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List of observations and the metric maps in which mrpt::maps::CMetricMaps::insertObservation() is | ||
implemented for them: | ||
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- mrpt::obs::CObservation2DRangeScan | ||
- mrpt::maps::CColouredOctoMap | ||
- mrpt::maps::CHeightGridMap2D | ||
- mrpt::maps::CHeightGridMap2D_MRF | ||
- mrpt::maps::COccupancyGridMap2D | ||
- mrpt::maps::COctoMap | ||
- mrpt::maps::CPointsMap (any derived map) | ||
- mrpt::obs::CObservation3DRangeScan | ||
- mrpt::maps::CColouredOctoMap | ||
- mrpt::maps::COctoMap | ||
- mrpt::maps::CPointsMap (any derived map) | ||
- mrpt::obs::CObservation6DFeatures | ||
- (none) | ||
- mrpt::obs::CObservationBeaconRanges | ||
- mrpt::maps::CBeaconMap (see [RO-SLAM](http://www.mrpt.org/tutorials/slam-algorithms/rangeonly_slam/)) | | ||
- mrpt::obs::CObservationBearingRange | ||
- (none) | ||
- mrpt::obs::CObservationGasSensors | ||
- mrpt::maps::CGasConcentrationGridMap2D | ||
- mrpt::obs::CObservationGPS | ||
- (none) | ||
- mrpt::obs::CObservationImage | ||
- mrpt::maps::CLandmarksMap (Extract SIFT feats) | ||
- mrpt::obs::CObservationIMU | ||
- (none) | ||
- mrpt::obs::CObservationOdometry | ||
- (none) | ||
- mrpt::obs::CObservationPointCloud | ||
- mrpt::maps::CPointsMap (any derived map) | ||
- mrpt::obs::CObservationRange | ||
- mrpt::maps::CPointsMap (any derived map) | ||
- mrpt::maps::COccupancyGridMap2D | ||
- mrpt::obs::CObservationReflectivity | ||
- mrpt::maps::CReflectivityGridMap2D | ||
- mrpt::obs::CObservationRFID | ||
- (none) | ||
- mrpt::obs::CObservationRGBD360 | ||
- (none) | ||
- mrpt::obs::CObservationRobotPose | ||
- (none) | ||
- mrpt::obs::CObservationStereoImages | ||
- mrpt::maps::CLandmarksMap (Extract SIFT feats) | ||
- mrpt::obs::CObservationStereoImagesFeatures | ||
- mrpt::maps::CLandmarksMap (Append/fuse landmarks) | ||
- mrpt::obs::CObservationVelodyneScan | ||
- mrpt::maps::CPointsMap (any derived map), mrpt::maps::CHeightGridMap2D, mrpt::maps::CHeightGridMap2D_MRF | | ||
- mrpt::obs::CObservationWindSensor | ||
- (none) | ||
- mrpt::obs::CObservationWirelessPower | ||
- mrpt::maps::CWirelessPowerGridMap2D | ||
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# Valid implementations of computeObservationLikelihood() | ||
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Next follows the list of observations and the metric maps in which mrpt::maps::CMetricMaps::computeObservationLikelihood() is | ||
implemented for them. That means that, for example, particle filter algorithms can use | ||
those observations to localize a robot in the corresponding map, fusing the information from many sources if several | ||
observation-map pairs are valid for a given robot. | ||
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- mrpt::obs::CObservation2DRangeScan | ||
- mrpt::maps::CColouredOctoMap | ||
- mrpt::maps::CPointsMap (any derived map) | ||
- mrpt::maps::COccupancyGridMap2D | ||
- mrpt::maps::COctoMap | ||
- mrpt::maps::CLandmarksMap | ||
- mrpt::obs::CObservation3DRangeScan | ||
- mrpt::maps::CColouredOctoMap and mrpt::maps::COctoMap (must have pointcloud) | ||
- mrpt::obs::CObservation6DFeatures | ||
- (none) | ||
- mrpt::obs::CObservationBeaconRanges | ||
- mrpt::maps::CBeaconMap (Used for SLAM) | ||
- mrpt::maps::CLandmarksMap (Used for localization-only) | ||
- mrpt::obs::CObservationBearingRange | ||
- (none, but check out the EKF-SLAM algorithms) | ||
- mrpt::obs::CObservationGasSensors | ||
- (none...check?) | ||
- mrpt::obs::CObservationGPS | ||
- mrpt::maps::CLandmarksMap (NMEA GGA datum) | ||
- mrpt::obs::CObservationImage | ||
- (none) | ||
- mrpt::obs::CObservationIMU | ||
- (none) | ||
- mrpt::obs::CObservationOdometry | ||
- (none, but it is explicitly used by most SLAM algorithms) | ||
- mrpt::obs::CObservationPointCloud | ||
- mrpt::maps::CPointsMap (any derived map) | ||
- mrpt::maps::CColouredOctoMap & mrpt::maps::COctoMap | ||
- mrpt::obs::CObservationRange | ||
- (none) | ||
- mrpt::obs::CObservationReflectivity | ||
- mrpt::maps::CReflectivityGridMap2D | ||
- mrpt::obs::CObservationRFID | ||
- (none) | ||
- mrpt::obs::CObservationRGBD360 | ||
- (none) | ||
- mrpt::obs::CObservationRobotPose | ||
- mrpt::maps::CLandmarksMap | ||
- mrpt::obs::CObservationStereoImages | ||
- mrpt::maps::CLandmarksMap (Convert to SIFT features) | ||
- mrpt::obs::CObservationStereoImagesFeatures | ||
- (none) | ||
- mrpt::obs::CObservationVelodyneScan | ||
- mrpt::maps::CPointsMap (any derived map) | ||
- mrpt::maps::CColouredOctoMap & mrpt::maps::COctoMap | ||
- mrpt::obs::CObservationWindSensor | ||
- (none) | ||
- mrpt::obs::CObservationWirelessPower | ||
- (none) |
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