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Convolution is a mathematical operation which is used as a tool by communication engineers for system analysis , probability and transform calculations
Convolution can be performed in time as well as frequency domain.
The convolution of two function x (t) and y (t) is defined as,
Equation (1) is called as convolution integral.
The independent variable here is “t” which is same as the independent of the function x (t) and y (t) which are being convolved.
The integration is always performed with respect to a dummy variable such as $τ$ .And t is treated as a constant so far as the integration is concerned.
The process of convolution involves following operations of y ($τ$) while the signal
x ($τ$) remains unchanged:
1.Folding or time reversal to obtain y (-$τ$).
2.Time shifting the folded signal y (-$τ$) to obtain y(t- $τ$).
3.Multiplication of x (τ) and y (t-$τ$)
4.Integration of the product term x (τ) . y (t- $τ$)
- Convolution is practically used to obtain the response (output) y (t) of a system when input x (t) is applied to it.
h (t) is the impulse response of the system. The output is equal to the convolution of x (t) and h (t).
Therefore, Output y (t) = x (t)*h (t) .This is the practical use of convolution.