Steady-state and transient responses for a first order system
Although the presentation is only for a 1st order system, the relationship established for steady-state response in the terms of the transfer function of the system generally result for stable systems and sinusoidal inputs.
The system is
y(n) = a y(n-1) + x(n), n ≥ 0
with initial condition y(-1) and the input x(n) = cos w0 n u(n). (We have considered time-domain behaviour of this system in Unit I). Suppose |a| < 1in order to have a stable system. The system function can be obtained with zero initial conditions,
The solution of difference equation is obtained by taking z-transform and by using the given initial condition
The solution of difference equation can be obtained by taking z-transform and by using the given initial condition
Here Y1(z) is zero-input response because of the initial condition(s)
and Y2(z) is forced response because of the input x(n)
Y1(z) is already in a convenient form for taking inverse, but Y2(z) should be expanded into
partial fractions as below.
By taking inverse z-transform we get
Since |a| < 1 transient term will gradually go to zero as n → ∞. Even if the initial condition is zero, y(-1) = 0, there is a transient response still Aanu(n) which eventually dies down.
If there exists a nonzero initial condition, y(-1), but input x(n) = 0, the solution becomes
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