GPS/GIS Calculations: Algorithm to predict future position based on movement/mph?

╄→尐↘猪︶ㄣ 提交于 2019-12-20 12:40:55

问题


Looking for resources or algorithm to calculate the following in a navigation app:

If my current GPS position is (0,0) and I'm heading 32 degrees at 15 miles per hour, how can I calculate what my position will be in 10 seconds?

i.e.: GPSCoordinate predictedCoord = GPSCoordinate.FromLatLong(0, 0).AddByMovement(32, 15, TimeSpan.FromSeconds(10));

Edit: Current code based on answer below:

public GPSCoordinate AddMovementMilesPerHour(double heading, double speedMph, TimeSpan duration)
{
    double x = speedMph * System.Math.Sin(heading * pi / 180) * duration.TotalSeconds / 3600;
    double y = speedMph * System.Math.Cos(heading * pi / 180) * duration.TotalSeconds / 3600;

    double newLat = this.Latitude + 180 / pi * y / earthRadius;
    double newLong = this.Longitude + 180 / pi / System.Math.Sin(this.Latitude * pi / 180) * x / earthRadius;

    return GPSCoordinate.FromLatLong(newLat, newLong);
}

回答1:


Here is the complete parametric answer :

variables :

  • heading : heading (i.e. backwards angle from azimuth 0°, in degrees)
  • speed : velocity (i.e. norm of the speed vector, in miles/hour)
  • lat0, lon0 : initial coordinates in degrees
  • dtime : time interval from the start position, in seconds
  • lat, lon : predicted coordinates in degrees
  • pi : the pi constant (3.14159...)
  • Rt : Earth radius in miles (6378137.0 meters which makes 3964.037911746 miles)

In an (East, North) local frame, the position after the time interval is :

x = speed * sin(heading*pi/180) * dtime / 3600;
y = speed * cos(heading*pi/180) * dtime / 3600;

(with coordinates in miles)

From there you can compute the new position in the WGS84 frame (i.e. latitude and longitude) :

lat = lat0 + 180 / pi * y / Rt;
lon = lon0 + 180 / pi / sin(lat0*pi/180) * x / Rt;

Edit : corrected the last line : *sin(phi) to /sin(phi)




回答2:


Here are the formulas that you need.

http://www.movable-type.co.uk/scripts/latlong.html

Hope that helps.

Bob

[update] Here are the formulas in JavaScript (copied from source)

var lat2 = Math.asin( Math.sin(lat1)*Math.cos(d/R) +                       Math.cos(lat1)*Math.sin(d/R)*Math.cos(brng) ); var lon2 = lon1 + Math.atan2(Math.sin(brng)*Math.sin(d/R)*Math.cos(lat1),                              Math.cos(d/R)-Math.sin(lat1)*Math.sin(lat2));

d=distance traveled=velocity x time R=radius of the earth



来源:https://stackoverflow.com/questions/4909380/gps-gis-calculations-algorithm-to-predict-future-position-based-on-movement-mph

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