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Discrete-time Systems. Prof. Siripong Potisuk. Input-output Description. A DT system transforms DT inputs into DT outputs. System Interconnection. - Build more complex systems - Modify response of a system. Response of an LTI System. (Also referred to as Impulse response).
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Discrete-time Systems Prof. Siripong Potisuk
Input-output Description A DT system transforms DT inputs into DT outputs
System Interconnection - Build more complex systems - Modify response of a system
Commutative Property The role of h [n] and x [n] can be interchanged Properties of Convolution Sum A discrete-time LTI system is completely characterized by its impulse response, i.e., completely determines its input-output behavior. There is only one LTI system with a given h[n]
The Distributive Property is equivalent to
The Associative Property is equivalent to
Causality for LTI Systems: - The impulse response of a causal LTI system must be zero before the impulse occurs. - Causality for a linear system is equivalent to the condition of initial rest. Stability for LTI Systems: A necessary and sufficient condition foran LTI system to be BIBO stable is that the impulse response is absolutely summable.
Time-domain Description of DT LTI Systems A general Nth-order linear constant-coefficient difference equation Recursive equation, i.e., expresses the output at time n in terms ofprevious values of the input and output
Solutions of LCCDE’s - The complete solution depends on both the causal input x[n] and the initial conditions, y[-1], y[-2],……, y[-N ]. - The solution can be decomposed into a sum of two parts:
Finite Impulse Response (FIR) System The equation is nonrecursive, i.e., previously computed values of the output are not used to recursively compute the present value of the output. The impulse response is seen to have finite duration and given by
Infinite Impulse Response (IIR) System If the system is initially at rest, the impulse response will have infinite duration.
