With respect to discrete-time systems, consider the following statements:1.Discrete-time signals are defined only at integer time instants.2.Such systems are commonly implemented using digital processors.3.Difference equations are used to describe discrete-time systems.4.Discrete-time systems cannot be linear.Which of the above statements is/are correct?
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A discrete-time signal is defined at discrete indices, commonly integer n, and discrete-time systems are often implemented by digital processors. Linear constant-coefficient difference equations are a standard way to describe such systems. Key relation: Example LTI form: y[n]+a1y[n−1]=b0x[n]+b1x[n−1].
Exam focus: Time discreteness and system linearity are separate properties. Common trap: Do not assume a digital/discrete system must be nonlinear.
Formula / Key Relation
Example LTI form: y[n]+a1y[n−1]=b0x[n]+b1x[n−1].
Detailed Explanation
Correct Answer: C - 1, 2 and 3 only Quick Concept Explanation A discrete-time signal is defined at discrete indices, commonly integer n, and discrete-time systems are often implemented by digital processors. Linear constant-coefficient difference equations are a standard way to describe such systems. Key relation: Example LTI form: y[n]+a1y[n−1]=b0x[n]+b1x[n−1].Exam focus: Time discreteness and system linearity are separate properties. Common trap: Do not assume a digital/discrete system must be nonlinear. Statement-wise Verification Statement 1 - Correct.Discrete-time signals are defined only at integer time instants.A discrete-time signal is defined at discrete indices, commonly integer n, and discrete-time systems are often implemented…
Correct Answer: C - 1, 2 and 3 only
Quick Concept Explanation
A discrete-time signal is defined at discrete indices, commonly integer n, and discrete-time systems are often implemented by digital processors. Linear constant-coefficient difference equations are a standard way to describe such systems. Key relation: Example LTI form: y[n]+a1y[n−1]=b0x[n]+b1x[n−1].
Exam focus: Time discreteness and system linearity are separate properties. Common trap: Do not assume a digital/discrete system must be nonlinear.
Statement-wise Verification
Statement 1 - Correct. Discrete-time signals are defined only at integer time instants. A discrete-time signal is defined at discrete indices, commonly integer n, and discrete-time systems are often implemented by digital processors.
Statement 2 - Correct. Such systems are commonly implemented using digital processors. A discrete-time signal is defined at discrete indices, commonly integer n, and discrete-time systems are often implemented by digital processors.
Statement 3 - Correct. Difference equations are used to describe discrete-time systems. Linear constant-coefficient difference equations are a standard way to describe such systems.
Statement 4 - Incorrect. Discrete-time systems cannot be linear. Many discrete-time systems are linear and are described by linear difference equations
Core Concept
A discrete-time signal is defined at discrete indices, commonly integer n, and discrete-time systems are often implemented by digital processors. Linear constant-coefficient difference equations are a standard way to describe such systems. Discrete-time systems may be linear or nonlinear; discreteness does not determine linearity.
Formula / Key Relationship
Example LTI form: y[n]+a1y[n−1]=b0x[n]+b1x[n−1].
Why the Other Options Are Wrong
Option A is incorrect because it omits correct statement(s) 3. Option B is incorrect because it omits correct statement(s) 1. Option D is incorrect because it includes incorrect statement(s) 4.
Exam Shortcut / Approach
Time discreteness and system linearity are separate properties.
Common Mistake
Do not assume a digital/discrete system must be nonlinear.
Quick Revision
Discrete-Time Signal and System Models is linked with Difference Equations, Discrete-Time Systems and Signals and Systems. Time discreteness and system linearity are separate properties.
Quick Trick
Time discreteness and system linearity are separate properties.
Why Other Options Are Wrong
Option A is incorrect because it omits correct statement(s) 3. Option B is incorrect because it omits correct statement(s) 1. Option D is incorrect because it includes incorrect statement(s) 4.
Common Mistake
Do not assume a digital/discrete system must be nonlinear.
Exam Tip
Time discreteness and system linearity are separate properties.
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