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Saturday, September 25, 2021

09-25-2021-1754 - time-invariant (TIV)

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time-invariant (TIV) system has a time-dependent system function that is not a direct function of time. Such systems are regarded as a class of systems in the field of system analysis. The time-dependent system function is a function of the time-dependent input function. If this function depends only indirectly on the time-domain (via the input function, for example), then that is a system that would be considered time-invariant. Conversely, any direct dependence on the time-domain of the system function could be considered as a "time-varying system".

Mathematically speaking, "time-invariance" of a system is the following property:[4]: p. 50 

Given a system with a time-dependent output function  and a time-dependent input function  the system will be considered time-invariant if a time-delay on the input  directly equates to a time-delay of the output  function. For example, if time  is "elapsed time", then "time-invariance" implies that the relationship between the input function  and the output function  is constant with respect to time :

In the language of signal processing, this property can be satisfied if the transfer function of the system is not a direct function of time except as expressed by the input and output.

In the context of a system schematic, this property can also be stated as follows, as shown in the figure to the right:

If a system is time-invariant then the system block commutes with an arbitrary delay.

If a time-invariant system is also linear, it is the subject of linear time-invariant theory (linear time-invariant) with direct applications in NMR spectroscopyseismologycircuitssignal processingcontrol theory, and other technical areas. Nonlinear time-invariant systems lack a comprehensive, governing theory. Discrete time-invariant systems are known as shift-invariant systems. Systems which lack the time-invariant property are studied as time-variant systems.

Block diagram illustrating the time invariance for a deterministic continuous-time SISO system. The system is time-invariant if and only if  for all time , for all real constant  and for all input .[1][2][3] Click image to expand it.

https://en.wikipedia.org/wiki/Time-invariant_system

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