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Input: <math>X_k[n] = d[n-k] \,</math>
 
Input: <math>X_k[n] = d[n-k] \,</math>
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Prob: Which variable represent time ?
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===1st Assumption: n represents time===
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<math> d[n-k] --> [system] --> (k+1)^2*d[n-(k+1)] --> [timedelay -1] --> (k+1)^2*d[(n-1)-(k+1)] \,</math>
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yields the same result as:
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<math> d[n-k] --> [timedelay -1] --> d[(n-1)-k] --> [system] --> (k+1)^2*d[(n-1)-(k+1)] \,</math>
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===2st Assumption: k represents time===
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<math> d[n-k] --> [system] --> (k+1)^2*d[n-(k+1)] --> [timedelay -1] --> (k+1)^2*d[n-k] \,</math>
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yields not the same result as:
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<math> d[n-k] --> [timedelay -1] --> d[n-(k-1)] --> [system] --> k^2*d[n-k] \,</math>
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Remember: Time delay only occurs on function, not variable on equations.
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Concluded, it is time invariant if we say n represents time, and it is time variant if we say k represents time.
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=Input X[n]=
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Since it is linear, we can say that
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<math>Y[n] = u[n-1] \,</math>
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with an input <math>X[n] = u[n] - u[1] \,</math>

Latest revision as of 18:56, 10 September 2008

Time Invariance? or Time Variance?

System: $ Y_k[n] = (k+1)^2 d[n - (k+1)] \, $

Input: $ X_k[n] = d[n-k] \, $

Prob: Which variable represent time ?

1st Assumption: n represents time

$ d[n-k] --> [system] --> (k+1)^2*d[n-(k+1)] --> [timedelay -1] --> (k+1)^2*d[(n-1)-(k+1)] \, $

yields the same result as:

$ d[n-k] --> [timedelay -1] --> d[(n-1)-k] --> [system] --> (k+1)^2*d[(n-1)-(k+1)] \, $


2st Assumption: k represents time

$ d[n-k] --> [system] --> (k+1)^2*d[n-(k+1)] --> [timedelay -1] --> (k+1)^2*d[n-k] \, $

yields not the same result as:

$ d[n-k] --> [timedelay -1] --> d[n-(k-1)] --> [system] --> k^2*d[n-k] \, $


Remember: Time delay only occurs on function, not variable on equations.

Concluded, it is time invariant if we say n represents time, and it is time variant if we say k represents time.


Input X[n]

Since it is linear, we can say that

$ Y[n] = u[n-1] \, $

with an input $ X[n] = u[n] - u[1] \, $

Alumni Liaison

Ph.D. on Applied Mathematics in Aug 2007. Involved on applications of image super-resolution to electron microscopy

Francisco Blanco-Silva