Time Invariance

A system is time invariant if a the time shifted input signal $ x(t-T) $ implies an output with equal time shift, meaning $ x(t-T)\rightarrow y(t-T) $.

A Time Invariant System

Consider the system $ y(t)=sin[x(t)] $. Suppose we apply an input $ x(t)=t $; we get an output $ y(t)=sin(t) $.

Now suppose we apply an input $ x(t)=t-1 $. If this system is time invariant, we would expect an output time-shifted from the original by an amount equal to the input; therefore, we expect an output of $ sin(t-1) $. When we apply the shifted input signal, this is exactly the output of the system.

Therefore, we can conclude that the system $ y(t)=sin[x(t)] $ is time invariant.

A Time Variant System

What if we multiply the system $ y(t) $ by $ t $?

This gives us the new system $ y(t)=t*sin[x(t)] $.

Let's use the same inputs $ x(t) $ as we did in the first example. When we apply an input $ x(t)=t $, the output is the expected $ y(t)=sin(t) $.

The problem arises when the input is time-shifted. When we apply an input $ x(t)=t-1 $ to our new system, the output becomes $ y(t)=(t-1)sin(t-1) $. This means that the gain, or multiplier, of the sine function depends on time. Therefore, the system is not time invariant.

Alumni Liaison

Correspondence Chess Grandmaster and Purdue Alumni

Prof. Dan Fleetwood