Generate MEX Code to Calculate Geodesics in Curved Space-Time
These examples are using Einstein's General Relativity to calculate geodesics in curved space-time.
Prerequisites
There are no prerequisites for this example.
Example: Computing the Precession of the Planet Mercury
This example computes the precession of the planet Mercury numerically. The precession is a slight rotation of the elliptical orbit around the sun. Analytically, using the equations of general relativity the value is extremely small, an extra 43" (arc seconds) per century. An arc second is 1/3600th of one degree (counting 360 degrees for a complete revolution.) Even though the extra precession is extremely small it matches exactly with observation. Pure Newtonian mechanics (if we choose to ignore all the other planets of our solar system) predicts no precession.
This application is using Euler's method with variable time step where the major time step is .5 seconds. We reduce the time step as we approach one complete revolution. The precession is computed as the planet is reaching its maximum distance from the sun for which we compute its relative angle to the coordinate axis.
Generate the MEX Function: Precession of the Planet Mercury
Generate a MEX function using the command codegen
followed by the name of the MATLAB file to compile.
codegen gr_mercury_precession
Code generation successful.
The gr_mercury_precession
function calls other MATLAB functions, but you need to specify only the entry-point function when calling codegen
.
By default, codegen
generates a MEX function named gr_mercury_precession_mex
in the current folder. This allows you to test the MATLAB code and MEX function and compare the results.
Run the MEX Function: Precession of the Planet Mercury
Run the generated MEX function.
gr_mercury_precession_mex
Progress: 5% Progress: 10% Progress: 15% Progress: 20% Progress: 25% Progress: 30% Progress: 35% Progress: 40% Progress: 45% Progress: 50% Progress: 55% Progress: 60% Progress: 65% Progress: 70% Progress: 75% Progress: 80% Progress: 85% Progress: 90% Progress: 95% Progress: 100% precession: 0.10468" (0 years 87.87009 days) => 43.481"/century
Example: Ray-tracing a Black Hole
Einstein's equations of motion in general relativity can handle any object at any speed, so let's apply it to photons that travel with the speed of light. In this configuration we have a black hole in front of a background image. To make the effect more visible, we increase the mass of the black hole to astronomical proportions as well as the background image. In this way we can study the effects of gravitational lensing; the background image becomes distorted by the curved space-time produced by the black hole.
Generate a MEX Function: Ray-tracing a Black Hole
codegen gr_raytrace
Code generation successful.
Run the MEX Function: Ray-tracing a Black Hole
Ray-tracing the picture takes a minute or two on a 2 GHz x86 machine. On your screen, you see the original picture (the Vittorio Emanuele Mall in Milano, Italy) and, to the right, the rendered image of the same picture with a black hole in front of it.
gr_raytrace_mex('mall.jpg');
Progress: 5% Progress: 10% Progress: 15% Progress: 20% Progress: 25% Progress: 30% Progress: 35% Progress: 40% Progress: 45% Progress: 50% Progress: 55% Progress: 60% Progress: 65% Progress: 70% Progress: 75% Progress: 80% Progress: 85% Progress: 90% Progress: 95% Progress: 100%