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Linearity

A system is called linear if it's output can be shown as a sum of it's inputs prior to being input to the system.

Example of a Linear System

Example of a Non-Linear System

Given the system $ y[n] = x[n]^{2} $

If we apply two input signals $ x_1[n] = 4x $ and $ x_2[n] = 5 $, we end up with two outputs $ y_1[n] = 4x^2 $ and $ y_2[n] = 25 $.

If we apply the sum of the two inputs $ x_3[n] = 4x + 5 $, we end up with the output $ y_3[n] = 16x^2 + 40x + 25 $.

Since $ y_1 + y_2 \ne y_3 $ the system is NOT linear.

Alumni Liaison

Abstract algebra continues the conceptual developments of linear algebra, on an even grander scale.

Dr. Paul Garrett