Regarding the concepts of causality and stability in continuous-time systems, consider the following statements:1.A causal system produces output that depends only on present and past input values, not future inputs.2.A system is said to be BIBO stable if every bounded input produces a bounded output.3.All causal systems are inherently stable due to their dependence on past inputs only.4.For an LTI system, inclusion of the imaginary axis in the ROC of its Laplace transform implies stability.Which of the above statements is/are correct?
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The Laplace transform must be considered together with its region of convergence. For a rational LTI system, BIBO stability requires the ROC to include the jω axis; causality imposes a right-sided ROC for a causal rational system. Key relation: X(s)=∫x(t)e^(−st)dt; stability ⇒ jω axis lies in ROC.
Exam focus: Transform expression + ROC identifies the time signal. Common trap: Never place a pole inside the ROC.
Formula / Key Relation
X(s)=∫x(t)e^(−st)dt; stability ⇒ jω axis lies in ROC.
Detailed Explanation
Correct Answer: C - 1, 2 and 4 only Quick Concept Explanation The Laplace transform must be considered together with its region of convergence. For a rational LTI system, BIBO stability requires the ROC to include the jω axis; causality imposes a right-sided ROC for a causal rational system. Key relation: X(s)=∫x(t)e^(−st)dt; stability ⇒ jω axis lies in ROC.Exam focus: Transform expression + ROC identifies the time signal. Common trap: Never place a pole inside the ROC. Statement-wise Verification Statement 1 - Correct.A causal system produces output that depends only on present and past input values, not future inputs.Causality imposes…
Correct Answer: C - 1, 2 and 4 only
Quick Concept Explanation
The Laplace transform must be considered together with its region of convergence. For a rational LTI system, BIBO stability requires the ROC to include the jω axis; causality imposes a right-sided ROC for a causal rational system. Key relation: X(s)=∫x(t)e^(−st)dt; stability ⇒ jω axis lies in ROC.
Exam focus: Transform expression + ROC identifies the time signal. Common trap: Never place a pole inside the ROC.
Statement-wise Verification
Statement 1 - Correct. A causal system produces output that depends only on present and past input values, not future inputs. Causality imposes a right-sided ROC for a causal rational system.
Statement 2 - Correct. A system is said to be BIBO stable if every bounded input produces a bounded output. For a rational LTI system, BIBO stability requires the ROC to include the jω axis
Statement 3 - Incorrect. All causal systems are inherently stable due to their dependence on past inputs only. Causality and stability are independent properties; a causal system can be unstable
Statement 4 - Correct. For an LTI system, inclusion of the imaginary axis in the ROC of its Laplace transform implies stability. For a rational LTI system, BIBO stability requires the ROC to include the jω axis
Core Concept
The Laplace transform must be considered together with its region of convergence. The ROC excludes poles, and the same algebraic transform can represent different time signals with different ROCs. For a rational LTI system, BIBO stability requires the ROC to include the jω axis; causality imposes a right-sided ROC for a causal rational system.
Formula / Key Relationship
X(s)=∫x(t)e^(−st)dt; stability ⇒ jω axis lies in ROC.
Why the Other Options Are Wrong
Option A is incorrect because it omits correct statement(s) 4. Option B is incorrect because it includes incorrect statement(s) 3 and omits correct statement(s) 1, 4. Option D is incorrect because it includes incorrect statement(s) 3.
Exam Shortcut / Approach
Transform expression + ROC identifies the time signal.
Common Mistake
Never place a pole inside the ROC.
Quick Revision
BIBO Stability and Laplace ROC is linked with Causality and Stability, System Properties and Signals and Systems. Transform expression + ROC identifies the time signal.
Quick Trick
Transform expression + ROC identifies the time signal.
Why Other Options Are Wrong
Option A is incorrect because it omits correct statement(s) 4. Option B is incorrect because it includes incorrect statement(s) 3 and omits correct statement(s) 1, 4. Option D is incorrect because it includes incorrect statement(s) 3.
Common Mistake
Never place a pole inside the ROC.
Exam Tip
Transform expression + ROC identifies the time signal.
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