1The bilateral z-transform of a discrete-time signal is defined as:
A.
B.
C.
D.
Correct Answer:
Explanation:The standard definition of the bilateral (two-sided) z-transform is the summation of the signal multiplied by complex variable raised to the power of from negative infinity to positive infinity.
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2What is the relationship between the Discrete-Time Fourier Transform (DTFT) and the z-transform?
A.The DTFT is the z-transform evaluated on the real axis.
B.The DTFT is the z-transform evaluated on the unit circle ().
C.The z-transform is the derivative of the DTFT.
D.There is no mathematical relationship between them.
Correct Answer: The DTFT is the z-transform evaluated on the unit circle ().
Explanation:By substituting (where ) into the z-transform definition, the equation becomes the definition of the DTFT, provided the ROC includes the unit circle.
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3The Region of Convergence (ROC) of the z-transform is defined as:
A.The set of all for which is non-zero.
B.The set of values of for which converges to a finite value.
C.The region where the poles of are located.
D.The region where the zeros of are located.
Correct Answer: The set of values of for which converges to a finite value.
Explanation:The ROC is the specific range of the complex variable in the z-plane for which the summation in the z-transform converges.
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4For a causal sequence , the z-transform is . What is its ROC?
A.
B.
C.
D.
Correct Answer:
Explanation:For a right-sided (causal) exponential sequence, the ROC is the region in the z-plane outside the circle of radius .
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5For an anti-causal sequence , the z-transform is . What is its ROC?
A.
B.
C.
D.Entire z-plane
Correct Answer:
Explanation:For a left-sided (anti-causal) sequence, the ROC is the region inside the circle of radius .
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6Which of the following statements regarding the ROC is FALSE?
A.The ROC consists of a ring in the z-plane centered about the origin.
B.The ROC does not contain any poles.
C.The ROC must be a connected region.
D.The ROC always includes the unit circle.
Correct Answer: The ROC always includes the unit circle.
Explanation:The ROC only includes the unit circle if the system is stable. Unstable systems have ROCs that do not include the unit circle.
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7If is a finite duration, right-sided sequence, the ROC is:
A.The entire z-plane except possibly .
B.The entire z-plane except possibly .
C..
D..
Correct Answer: The entire z-plane except possibly .
Explanation:For finite duration right-sided sequences (causal FIR), the ROC is the entire z-plane, excluding (due to negative powers of ).
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8The linearity property of the z-transform states that if and , then transforms to:
A.
B.
C.
D. (convolution)
Correct Answer:
Explanation:The z-transform is a linear operator; the transform of a weighted sum of signals is the weighted sum of their transforms. The ROC is the intersection of the individual ROCs.
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9The time-shifting property states that if , then is:
A.
B.
C.
D.
Correct Answer:
Explanation:A shift in the time domain by samples corresponds to multiplication by in the z-domain.
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10What is the z-transform of the unit impulse signal ?
A.
B.
C.
D.
Correct Answer:
Explanation:Using the definition: . Since is 1 at and 0 otherwise, the sum is . The ROC is the entire z-plane.
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11If with ROC , what is the z-transform of ?
A.
B.
C.
D.
Correct Answer:
Explanation:This is the scaling in the z-domain property. Multiplying by in time scales the complex variable to . The ROC becomes .
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12The time reversal property states that is:
A.
B.
C.
D.
Correct Answer:
Explanation:Reversing time () corresponds to inverting the z variable ( or ). The ROC is inverted ().
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13Differentiation in the z-domain corresponds to which operation in the time domain? i.e., corresponds to:
A.
B.
C.
D.
Correct Answer:
Explanation:Differentiation in the z-domain property: .
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14The convolution property of the z-transform states that is equal to:
A.
B.
C.
D.
Correct Answer:
Explanation:Convolution in the time domain corresponds to multiplication in the z-domain.
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15The Initial Value Theorem allows us to find for a causal signal directly from as:
A.
B.
C.
D. by substituting
Correct Answer:
Explanation:For a causal signal (where for ), .
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16The Final Value Theorem applies only if:
A.The ROC includes the unit circle.
B.All poles of are inside the unit circle.
C.The system is anti-causal.
D.The system has poles outside the unit circle.
Correct Answer: All poles of are inside the unit circle.
Explanation:The Final Value Theorem is valid only if the signal settles to a constant or zero, meaning all poles of (except possibly a simple pole at ) must be inside the unit circle.
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17The z-transform of the step sequence is:
A.
B.
C.
D.
Correct Answer:
Explanation: is equivalent to where . Thus with ROC .
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18If with ROC , the inverse z-transform is:
A.
B.
C.
D.
Correct Answer:
Explanation:The form with ROC corresponds to the causal sequence . Here .
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19A Linear Time-Invariant (LTI) system is characterized by its transfer function . The output is given by:
A.
B.
C.
D. (convolution)
Correct Answer:
Explanation:In the z-domain, the output of an LTI system is the product of the system's transfer function and the input's z-transform.
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20For a discrete-time LTI system to be stable, the ROC of its system function must:
A.Be entirely inside the unit circle.
B.Be entirely outside the unit circle.
C.Include the unit circle.
D.Include the origin.
Correct Answer: Include the unit circle.
Explanation:BIBO stability requires that the impulse response be absolutely summable, which in the z-domain translates to the ROC containing the unit circle ().
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21For a discrete-time LTI system to be causal, the ROC of its system function must:
A.Be the interior of a circle.
B.Include the unit circle.
C.Be the exterior of a circle extending to infinity.
D.Be an annular ring.
Correct Answer: Be the exterior of a circle extending to infinity.
Explanation:A causal system has a right-sided impulse response for . Consequently, the ROC is the exterior of a circle defined by the outermost pole, extending to infinity ().
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22A causal LTI system is stable if and only if:
A.All poles of lie outside the unit circle.
B.All poles of lie inside the unit circle.
C.All zeros of lie inside the unit circle.
D.The ROC includes the origin.
Correct Answer: All poles of lie inside the unit circle.
Explanation:For a causal system, the ROC is outside the outermost pole. For the system to be stable (ROC includes unit circle), the outermost pole (and thus all poles) must have a magnitude less than 1 (inside the unit circle).
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23The poles of a system function are the values of for which:
A.
B.
C.
D.
Correct Answer:
Explanation:Poles are the roots of the denominator polynomial of , causing the value of the function to approach infinity.
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24The zeros of a system function are the values of for which:
A.
B.
C.
D.The ROC ends.
Correct Answer:
Explanation:Zeros are the roots of the numerator polynomial of , causing the function value to become zero.
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25Which method is most commonly used to find the inverse z-transform of a rational function by hand?
A.Direct numerical integration.
B.Partial Fraction Expansion.
C.Fourier inversion.
D.Matrix inversion.
Correct Answer: Partial Fraction Expansion.
Explanation:Partial Fraction Expansion breaks complex rational functions into simple first-order terms that can be inverted using standard z-transform pairs.
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26In partial fraction expansion, if has a repeated pole of order at , the terms in the expansion will be of the form:
A. for to .
B. only.
C..
D..
Correct Answer: for to .
Explanation:A repeated pole requires a sum of terms with increasing powers of the denominator factor up to the multiplicity of the pole.
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27The inverse z-transform of is:
A.
B.
C.
D. for all
Correct Answer:
Explanation:Using linearity and the fact that . Thus, , , and .
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28Residue method for inverse z-transform involves evaluating:
A.Contour integration around the origin.
B.Integration along the real axis.
C.Differentiation of the numerator.
D.Summation of inputs.
Correct Answer: Contour integration around the origin.
Explanation:The formal definition of inverse z-transform is , which is evaluated using the Cauchy Residue Theorem.
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29What is the transfer function for the difference equation ?
A.
B.
C.
D.
Correct Answer:
Explanation:Taking the z-transform: . Factor out : . .
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30A system has a pole at . If the system is stable, the ROC must be:
A.
B.
C.
D.Impossible, a system with a pole at cannot be stable.
Correct Answer:
Explanation:For stability, the ROC must include the unit circle (). Since there is a pole at 2, the ROC boundary is 2. The region including bounded by 2 is (left-sided sequence).
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31If a system has poles at and , and the system is stable, what is the ROC?
A.
B.
C.
D.No stable ROC exists.
Correct Answer:
Explanation:The ROC is an annular ring bounded by poles. For stability, it must include . The ring between 0.5 and 2 () contains the unit circle.
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32The effect of a zero at the origin () in the z-plane corresponds to:
A.A time delay.
B.A time advance.
C.System instability.
D.Infinite gain at DC.
Correct Answer: A time advance.
Explanation:Multiplying by (a zero at origin implies a factor of in numerator relative to denominator degree) corresponds to a time advance . Conversely, poles at the origin correspond to delays.
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33Which MATLAB function is used to plot the poles and zeros of a discrete-time system?
A.plot()
B.zplane()
C.freqz()
D.impz()
Correct Answer: zplane()
Explanation:zplane(b,a) plots the zeros and poles of the system defined by numerator coefficients and denominator coefficients on the complex z-plane.
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34When simulating a system in software, roots of the denominator polynomial coefficient vector a represent:
A.System Zeros
B.System Poles
C.System Gain
D.Frequency Response
Correct Answer: System Poles
Explanation:The transfer function is . The roots of (the denominator) are the poles.
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35In a pole-zero plot, if a pole is located exactly on the unit circle, the system is:
Explanation:The filter function in MATLAB/Python implements the standard LTI difference equation to process input vector .
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37If a pole is located at , the impulse response will:
A.Decay exponentially without oscillation.
B.Grow exponentially.
C.Decay exponentially with oscillation.
D.Remain constant.
Correct Answer: Decay exponentially with oscillation.
Explanation:The magnitude causes decay. The complex angle causes sinusoidal oscillation.
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38What happens if a zero is placed exactly at the same location as a pole?
A.The system becomes unstable.
B.Resonance occurs.
C.Pole-Zero cancellation occurs.
D.The ROC disappears.
Correct Answer: Pole-Zero cancellation occurs.
Explanation:The terms in the numerator and denominator cancel out, effectively removing the dynamic effect of that pole/zero pair (though it may affect internal states).
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39The Parseval's relation for the z-transform relates:
A.Energy in time domain to energy in z-domain (integration along unit circle).
B.Convolution to Multiplication.
C.Initial value to Final value.
D.Poles to Zeros.
Correct Answer: Energy in time domain to energy in z-domain (integration along unit circle).
Explanation:.
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40The z-transform of is:
A.
B.
C.
D.
Correct Answer:
Explanation:Using the differentiation property , the transform of is . Differentiating yields the result.
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41A system described by is:
A.Causal
B.Non-causal
C.Dynamic
D.Non-linear
Correct Answer: Non-causal
Explanation:The output at time depends on the input at time (future value), so it is non-causal.
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42Which of the following represents the accumulation property of the z-transform (for )?
A.
B.
C.
D.
Correct Answer:
Explanation:Accumulation is convolution with a step function . Since , the result is multiplication by this factor.
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43If is a rational function , the roots of are called:
A.Poles
B.Zeros
C.Residues
D.ROC
Correct Answer: Zeros
Explanation:Roots of the numerator make zero.
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44The unilateral z-transform differs from the bilateral z-transform in that:
A.The summation lower limit is .
B.The summation upper limit is .
C.It uses instead of .
D.It has no ROC.
Correct Answer: The summation lower limit is .
Explanation:Unilateral z-transform is defined as , useful for solving difference equations with initial conditions.
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45What is the z-transform of ?
A.
B.
C.
D.
Correct Answer:
Explanation:Using Euler's identity to split cosine into exponentials and applying linearity: .
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46Inverse z-transform of is:
A.
B.
C.
D.
Correct Answer:
Explanation:The coefficient of is 1, all others are 0. In time domain, this is an impulse at .
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47In the z-plane, the frequency response of a system is determined by evaluating along:
A.The Real axis.
B.The Imaginary axis.
C.The Unit Circle.
D.A circle of radius 2.
Correct Answer: The Unit Circle.
Explanation:Frequency response is obtained by setting , which describes the unit circle in the complex plane.
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48The 'Long Division' method for inverse z-transform yields:
A.A closed-form expression.
B.A power series expansion (sequence of values).
C.The poles of the system.
D.The frequency response.
Correct Answer: A power series expansion (sequence of values).
Explanation:Long division of the numerator by the denominator produces a polynomial in (or ), where the coefficients correspond directly to the sequence values .
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49If a system function has a pole at , which of the following input signals will produce an unbounded output (assuming the system is causal)?
A.
B.
C.Any bounded input (system is unstable).
D.No input.
Correct Answer: Any bounded input (system is unstable).
Explanation:If a causal system has a pole at 3 (), it is unstable. An unstable system can produce unbounded output for bounded inputs.
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50For a sequence which is non-zero for in range , the ROC is:
A.Entire z-plane except possibly $0$ and .
B.
C.
D.Empty set.
Correct Answer: Entire z-plane except possibly $0$ and .
Explanation:This is a finite duration two-sided sequence. Positive powers of (from negative ) exclude , and negative powers of (from positive ) exclude $0$.
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