cos block error (simulink)
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why is this happen?
cos(pi/2) = 6.123e-17??
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John D'Errico
2023년 1월 14일
편집: John D'Errico
2023년 1월 14일
Welcome to the wonderful, wacky world of floating point arithmetic.
Is the number
format long g
pi/2
EXACTLY pi/2?
cos(pi/2)
Of course not. Pi is an irrational number (even subtly worse, transcendental), so it cannot ever be represented exactly in double precision arithmetic, so not in any finite number of digits. And that means pi/2 as stored is just a tiny bit off from the exact value of pi/2. Consequently, cos(pi/2) is not EXACTLY zero. Close. To within floating point trash. But not exactly so.
If you want MATLAB to work in exact multiples of pi, you can do so, but that requires using the symbolic toolbox.
sym(pi/2)
cos(sym(pi/2))
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John D'Errico
2023년 1월 16일
So you would want a rather poor approximation to the cosine function for small values? That is, you would rather see an error of 1e-10, than an error of 1e-17? Why do I feel that is just a really, really, seriously bad idea? You want an exact value some of the time, but far more often, you are willing to accept a really poor approximation?
You could test to see if the absolute value is less then 1e-16, and if so, set that to zero. At last then you are not making a rather large error.
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Paul
2023년 1월 14일
Base Simulink doesn't have a block that implements functions cosd or cospi. Maybe some other toolbox does. If not, both of those functions support code generation so you can use the Matlab Function block and call either (or both of them) from there.
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Paul
2023년 1월 17일
I never said to use syms. I did say to use cosd, etc. if you want have all your angles defined in degrees. So, if theta, phi, and psi are all in degrees on input, then we have
x = r.*sind(phi).*cosd(theta)
and similar for y and z
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