GATE EC 2017 Set 1 — Question 6
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Signals & Systems → LTI Systems → Causality & Stability
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Question
Consider a single input single output discrete-time system with as input and as output, where the two are related asWhich one of the following statements is true about the system?
Correct answer
(A) It is causal and stable
Solution
Let's analyze the causality and stability of the given discrete-time system.Causality:
A system is causal if its output at any time depends only on the present input and past inputs (where ).The given system is defined as:
for
otherwiseFor , the output depends on (present input) and (past input). For or , the output is , which does not depend on future inputs. Since the output never depends on future inputs, the system is causal.Stability (BIBO Stability):
A discrete-time LTI system is BIBO stable if every bounded input produces a bounded output. This condition is met if and only if the impulse response is absolutely summable, i.e., .To find the impulse response , we set (the unit impulse).
For :
Let's evaluate for different values of within the range :
...
And for or .So, the impulse response is:
Now, let's check for absolute summability:
Since , the system is BIBO stable.Therefore, the system is both causal and stable.The final answer is
A system is causal if its output at any time depends only on the present input and past inputs (where ).The given system is defined as:
for
otherwiseFor , the output depends on (present input) and (past input). For or , the output is , which does not depend on future inputs. Since the output never depends on future inputs, the system is causal.Stability (BIBO Stability):
A discrete-time LTI system is BIBO stable if every bounded input produces a bounded output. This condition is met if and only if the impulse response is absolutely summable, i.e., .To find the impulse response , we set (the unit impulse).
For :
Let's evaluate for different values of within the range :
...
And for or .So, the impulse response is:
Now, let's check for absolute summability:
Since , the system is BIBO stable.Therefore, the system is both causal and stable.The final answer is
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