Use FCC algorithm for map matching distance calculation
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@ -323,53 +323,19 @@ void annotatePath(const FacadeT &facade,
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template <typename Algorithm>
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template <typename Algorithm>
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double getPathDistance(const DataFacade<Algorithm> &facade,
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double getPathDistance(const DataFacade<Algorithm> &facade,
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const std::vector<PathData> unpacked_path,
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const std::vector<PathData> &unpacked_path,
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const PhantomNode &source_phantom,
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const PhantomNode &source_phantom,
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const PhantomNode &target_phantom)
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const PhantomNode &target_phantom)
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{
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{
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using util::coordinate_calculation::detail::DEGREE_TO_RAD;
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using util::coordinate_calculation::detail::EARTH_RADIUS;
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double distance = 0;
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double distance = 0;
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double prev_lat =
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auto prev_coordinate = source_phantom.location;
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static_cast<double>(util::toFloating(source_phantom.location.lat)) * DEGREE_TO_RAD;
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double prev_lon =
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static_cast<double>(util::toFloating(source_phantom.location.lon)) * DEGREE_TO_RAD;
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double prev_cos = std::cos(prev_lat);
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for (const auto &p : unpacked_path)
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for (const auto &p : unpacked_path)
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{
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{
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const auto current_coordinate = facade.GetCoordinateOfNode(p.turn_via_node);
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const auto current_coordinate = facade.GetCoordinateOfNode(p.turn_via_node);
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distance += util::coordinate_calculation::fccApproximateDistance(prev_coordinate, current_coordinate);
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const double current_lat =
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prev_coordinate = current_coordinate;
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static_cast<double>(util::toFloating(current_coordinate.lat)) * DEGREE_TO_RAD;
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const double current_lon =
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static_cast<double>(util::toFloating(current_coordinate.lon)) * DEGREE_TO_RAD;
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const double current_cos = std::cos(current_lat);
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const double sin_dlon = std::sin((prev_lon - current_lon) / 2.0);
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const double sin_dlat = std::sin((prev_lat - current_lat) / 2.0);
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const double aharv = sin_dlat * sin_dlat + prev_cos * current_cos * sin_dlon * sin_dlon;
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const double charv = 2. * std::atan2(std::sqrt(aharv), std::sqrt(1.0 - aharv));
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distance += EARTH_RADIUS * charv;
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prev_lat = current_lat;
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prev_lon = current_lon;
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prev_cos = current_cos;
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}
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}
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distance += util::coordinate_calculation::fccApproximateDistance(prev_coordinate, target_phantom.location);
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const double current_lat =
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static_cast<double>(util::toFloating(target_phantom.location.lat)) * DEGREE_TO_RAD;
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const double current_lon =
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static_cast<double>(util::toFloating(target_phantom.location.lon)) * DEGREE_TO_RAD;
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const double current_cos = std::cos(current_lat);
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const double sin_dlon = std::sin((prev_lon - current_lon) / 2.0);
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const double sin_dlat = std::sin((prev_lat - current_lat) / 2.0);
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const double aharv = sin_dlat * sin_dlat + prev_cos * current_cos * sin_dlon * sin_dlon;
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const double charv = 2. * std::atan2(std::sqrt(aharv), std::sqrt(1.0 - aharv));
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distance += EARTH_RADIUS * charv;
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return distance;
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return distance;
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}
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}
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@ -23,9 +23,6 @@ namespace detail
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{
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{
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const constexpr double DEGREE_TO_RAD = 0.017453292519943295769236907684886;
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const constexpr double DEGREE_TO_RAD = 0.017453292519943295769236907684886;
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const constexpr double RAD_TO_DEGREE = 1. / DEGREE_TO_RAD;
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const constexpr double RAD_TO_DEGREE = 1. / DEGREE_TO_RAD;
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// earth radius varies between 6,356.750-6,378.135 km (3,949.901-3,963.189mi)
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// The IUGG value for the equatorial radius is 6378.137 km (3963.19 miles)
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const constexpr long double EARTH_RADIUS = 6372797.560856;
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inline double degToRad(const double degree)
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inline double degToRad(const double degree)
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{
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{
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@ -22,6 +22,11 @@ namespace coordinate_calculation
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namespace
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namespace
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{
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{
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// earth radius varies between 6,356.750-6,378.135 km (3,949.901-3,963.189mi)
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// The IUGG value for the equatorial radius is 6378.137 km (3963.19 miles)
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const constexpr long double EARTH_RADIUS = 6372797.560856;
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class CheapRulerContainer
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class CheapRulerContainer
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{
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{
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public:
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public:
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@ -112,7 +117,7 @@ double haversineDistance(const Coordinate coordinate_1, const Coordinate coordin
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const double aharv = std::pow(std::sin(dlat / 2.0), 2.0) +
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const double aharv = std::pow(std::sin(dlat / 2.0), 2.0) +
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std::cos(dlat1) * std::cos(dlat2) * std::pow(std::sin(dlong / 2.), 2);
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std::cos(dlat1) * std::cos(dlat2) * std::pow(std::sin(dlong / 2.), 2);
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const double charv = 2. * std::atan2(std::sqrt(aharv), std::sqrt(1.0 - aharv));
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const double charv = 2. * std::atan2(std::sqrt(aharv), std::sqrt(1.0 - aharv));
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return detail::EARTH_RADIUS * charv;
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return EARTH_RADIUS * charv;
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}
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}
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double greatCircleDistance(const Coordinate coordinate_1, const Coordinate coordinate_2)
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double greatCircleDistance(const Coordinate coordinate_1, const Coordinate coordinate_2)
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@ -133,7 +138,7 @@ double greatCircleDistance(const Coordinate coordinate_1, const Coordinate coord
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const double x_value = (float_lon2 - float_lon1) * std::cos((float_lat1 + float_lat2) / 2.0);
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const double x_value = (float_lon2 - float_lon1) * std::cos((float_lat1 + float_lat2) / 2.0);
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const double y_value = float_lat2 - float_lat1;
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const double y_value = float_lat2 - float_lat1;
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return std::hypot(x_value, y_value) * detail::EARTH_RADIUS;
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return std::hypot(x_value, y_value) * EARTH_RADIUS;
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}
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}
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double perpendicularDistance(const Coordinate segment_source,
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double perpendicularDistance(const Coordinate segment_source,
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