Correct Answer: Linear constant-coefficient differential equations
Explanation:
Causal continuous-time LTI systems are described by linear constant-coefficient differential equations relating input and output.
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19Discrete-time LTI systems are commonly described by which type of equation?
Causal LTI systems described by differential and difference equations
Easy
A.Difference equations
B.Exponential equations
C.Differential equations
D.Integral equations
Correct Answer: Difference equations
Explanation:
Causal discrete-time LTI systems are represented by linear constant-coefficient difference equations relating input and output samples.
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20Which MATLAB function is commonly used to compute the convolution of two discrete sequences?
Software simulation of convolution and correlation
Easy
A.fft
B.plot
C.conv
D.sort
Correct Answer: conv
Explanation:
The conv function in MATLAB computes the convolution of two discrete-time sequences, returning the output sequence.
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21The convolution sum for a discrete-time LTI system is given by . If (starting at ) and (starting at ), what is ?
discrete time LTI systems: the convolution sum
Medium
A.
B.
C.
D.
Correct Answer:
Explanation:
.
Incorrect! Try again.
22If has length and has length , the length of is:
discrete time LTI systems: the convolution sum
Medium
A.
B.
C.
D.
Correct Answer:
Explanation:
The convolution of two finite-length sequences of lengths and produces a sequence of length .
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23For a continuous-time LTI system with impulse response and input , what is for ?
Continuous time LTI systems: the convolution integral
Medium
A.
B.
C.
D.
Correct Answer:
Explanation:
for .
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24A discrete-time LTI system has impulse response . Is the system stable?
Properties of linear time invariant systems
Medium
A.Yes, because is causal
B.No, because is not causal
C.No, because is infinite in length
D.Yes, because
Correct Answer: Yes, because
Explanation:
BIBO stability requires absolute summability. , so it is stable.
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25A system is described by . Which properties does it satisfy?
Basic system properties
Medium
A.Linear, time-invariant, causal
B.Linear, time-invariant, non-causal
C.Nonlinear, time-invariant, causal
D.Linear, time-varying, non-causal
Correct Answer: Linear, time-invariant, causal
Explanation:
The system is linear (superposition holds), time-invariant (coefficients constant), and causal (output depends only on current and past inputs).
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26For an LTI system to be causal, its impulse response must satisfy:
Properties of linear time invariant systems
Medium
A. is even symmetric
B. for
C.
D. for
Correct Answer: for
Explanation:
A causal LTI system produces no output before an input is applied, requiring for .
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27Consider the difference equation . What is the impulse response assuming initial rest?
Causal LTI systems described by differential and difference equations
Medium
A.
B.
C.
D.
Correct Answer:
Explanation:
Setting , the homogeneous solution with initial rest gives .
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28Which of the following operations describes converting a continuous-time signal to a discrete-time signal?
Continuous time and discrete time systems
Medium
A.Convolution
B.Sampling
C.Modulation
D.Integration
Correct Answer: Sampling
Explanation:
Sampling takes values of a continuous-time signal at discrete instants to form a discrete-time signal.
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29If two LTI systems with impulse responses and are connected in cascade, the overall impulse response is:
Properties of linear time invariant systems
Medium
A.
B.
C.
D.
Correct Answer:
Explanation:
Cascade (series) connection of LTI systems corresponds to the convolution of their impulse responses.
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30If two LTI systems with impulse responses and are connected in parallel, the overall impulse response is:
Properties of linear time invariant systems
Medium
A.
B.
C.
D.
Correct Answer:
Explanation:
Parallel connection of LTI systems corresponds to the sum of their impulse responses.
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31The convolution integral is defined as . Convolution of any signal with gives:
Continuous time LTI systems: the convolution integral
Medium
A.
B.
C.
D.
Correct Answer:
Explanation:
The unit impulse is the identity element for convolution: .
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32The system is:
Basic system properties
Medium
A.Linear but time-varying
B.Linear and time-invariant
C.Nonlinear and time-invariant
D.Nonlinear and time-varying
Correct Answer: Linear but time-varying
Explanation:
Scaling the time argument keeps the system linear (superposition holds), but a time shift in input does not produce the same shift in output, so it is time-varying.
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33For and , the output equals:
discrete time LTI systems: the convolution sum
Medium
A.
B.
C.
D.
Correct Answer:
Explanation:
, since the difference of consecutive step functions is a unit impulse.
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34For the differential equation with initial rest, the impulse response is:
Causal LTI systems described by differential and difference equations
Medium
A.
B.
C.
D.
Correct Answer:
Explanation:
Solving with under initial rest gives .
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35In MATLAB, which built-in function computes the convolution of two vectors and ?
Software simulation of convolution and correlation
Medium
A.corr(x, h)
B.xcorr(x, h)
C.filter(x, h)
D.conv(x, h)
Correct Answer: conv(x, h)
Explanation:
The conv function returns the discrete convolution of two vectors in MATLAB.
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36Cross-correlation of and can be computed as the convolution of with:
Software simulation of convolution and correlation
Medium
A.
B.
C.
D.
Correct Answer:
Explanation:
Correlation is convolution with the time-reversed second signal: .
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37The commutative property of convolution states that:
Properties of linear time invariant systems
Medium
A.
B.
C.
D.
Correct Answer:
Explanation:
Convolution is commutative, so the order of the two signals can be swapped without changing the result.
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38A system with is:
Basic system properties
Medium
A.Linear and time-invariant
B.Nonlinear and time-varying
C.Nonlinear and time-invariant
D.Linear and time-varying
Correct Answer: Linear and time-varying
Explanation:
Superposition holds so it is linear, but the multiplier depends on time, making it time-varying.
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39If and , the convolution for is:
Continuous time LTI systems: the convolution integral
Medium
A.
B.
C.
D.
Correct Answer:
Explanation:
for .
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40A discrete-time LTI system is described by . This system is best classified as:
Causal LTI systems described by differential and difference equations
Medium
A.An IIR system
B.A non-causal system
C.An FIR system
D.An unstable system
Correct Answer: An FIR system
Explanation:
The output depends only on a finite number of input terms with no feedback, giving a finite-duration impulse response (FIR).
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41For a discrete-time LTI system with impulse response , the input is . What is for ?
discrete time LTI systems: the convolution sum
Hard
A.
B.
C.
D.
Correct Answer:
Explanation:
. Simplifying gives for .
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42Two finite sequences (for ) and (for ) are convolved. What is the value of ?
discrete time LTI systems: the convolution sum
Hard
A.
B.
C.
D.
Correct Answer:
Explanation:
.
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43A continuous-time LTI system has and input . What is the output ?
Continuous time LTI systems: the convolution integral
Hard
A.
B.
C.
D.
Correct Answer:
Explanation:
.
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44An LTI system has impulse response . Is this system stable and/or causal?
Properties of linear time invariant systems
Hard
A.Both stable and causal
B.Causal but not stable
C.Neither stable nor causal
D.Stable but not causal
Correct Answer: Stable but not causal
Explanation:
, so it is BIBO stable. Since for , it is not causal.
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45Consider the system . Which set of properties does it satisfy?
Basic system properties
Hard
A.Time-invariant, causal, but nonlinear
B.Linear, time-invariant, causal
C.Nonlinear, time-varying, non-causal
D.Linear, time-varying, causal
Correct Answer: Time-invariant, causal, but nonlinear
Explanation:
The product of two input samples makes it nonlinear (fails superposition). A shift in input produces the same shift in output, so it is time-invariant. Output depends only on present and past inputs, so it is causal.
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46A causal LTI system is described by . What is its impulse response ?
Causal LTI systems described by differential and difference equations
Hard
A.
B.
C.
D.
Correct Answer:
Explanation:
For the impulse input, . With causal (zero) initial conditions, , , etc., giving .
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47The system (time expansion) is examined. Which statement is correct?
Continuous time and discrete time systems
Hard
A.Linear and time-invariant
B.Nonlinear and time-invariant
C.Linear and time-varying
D.Nonlinear and time-varying
Correct Answer: Linear and time-varying
Explanation:
Scaling and adding inputs pass through unchanged, so it is linear. A shift yields , but shifting the output gives ; these differ, so the system is time-varying.
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48Two LTI systems with impulse responses and are connected in cascade. What is the overall impulse response?
Properties of linear time invariant systems
Hard
A.
B.
C.
D.
Correct Answer:
Explanation:
Cascade means convolution: . The two systems are inverses (accumulator and first-difference).
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49For and with , the step response for is:
discrete time LTI systems: the convolution sum
Hard
A.
B.
C.
D.
Correct Answer:
Explanation:
for (finite geometric series).
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50The convolution of two identical unit rectangular pulses produces:
Continuous time LTI systems: the convolution integral
Hard
A.An exponential decay starting at
B.A rectangular pulse of width 1
C.A triangular pulse of width 2 peaking at
D.A triangular pulse of width 1 peaking at
Correct Answer: A triangular pulse of width 2 peaking at
Explanation:
Convolving two rectangular pulses of width 1 yields a triangular function nonzero from to , rising linearly to a peak of 1 at and falling back to 0.
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51The system (accumulator) is:
Basic system properties
Hard
A.Nonlinear, time-invariant, and causal
B.Linear, time-invariant, causal, and stable
C.Linear, time-invariant, causal, but unstable
D.Linear, time-varying, and causal
Correct Answer: Linear, time-invariant, causal, but unstable
Explanation:
The accumulator is linear and time-invariant with . It is causal (depends on present and past). It is unstable because ; a bounded input like produces an unbounded ramp output.
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52A causal LTI system satisfies . What is the impulse response?
Causal LTI systems described by differential and difference equations
Hard
A.
B.
C.
D.
Correct Answer:
Explanation:
The homogeneous solution has root . For the impulse response with causal initial conditions, , which satisfies .
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53An LTI system is BIBO stable if and only if its impulse response satisfies which condition?
Properties of linear time invariant systems
Hard
A.
B. for
C.
D.
Correct Answer:
Explanation:
BIBO stability requires the impulse response to be absolutely summable. Merely decaying to zero or having a finite (non-absolute) sum does not guarantee stability.
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54If () and (), what is the total length and the value of ?
discrete time LTI systems: the convolution sum
Hard
A.Length 4,
B.Length 6,
C.Length 5,
D.Length 5,
Correct Answer: Length 5,
Explanation:
Convolution length . (only overlapping terms with valid indices).
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55The system (time reversal) has which properties?
Continuous time and discrete time systems
Hard
A.Nonlinear, time-varying, non-causal
B.Linear, time-invariant, non-causal
C.Linear, time-varying, non-causal
D.Linear, time-invariant, causal
Correct Answer: Linear, time-varying, non-causal
Explanation:
Time reversal is linear. It is time-varying: shifting input then reversing differs from reversing then shifting. It is non-causal because depends on future values (e.g., ).
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56In numerical software, the cross-correlation of two sequences can be computed using the convolution routine by:
Software simulation of convolution and correlation
Hard
A.Convolving directly with
B.Convolving with the time-reversed
C.Convolving with
D.Multiplying the sequences element-wise then summing
Correct Answer: Convolving with the time-reversed
Explanation:
Cross-correlation . Reversing one sequence converts correlation into convolution, so a standard convolution routine can be reused.
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57An LTI system with impulse response has an inverse system such that . If (integrator), the inverse is:
Properties of linear time invariant systems
Hard
A.
B.
C. (differentiator)
D.
Correct Answer: (differentiator)
Explanation:
The inverse of an integrator is a differentiator. Since , we have .
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58For the difference equation , the homogeneous response modes are:
Causal LTI systems described by differential and difference equations
Hard
A. and
B. and
C. and
D. and
Correct Answer: and
Explanation:
The characteristic equation factors as , giving roots and , hence modes and .
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59A system has . The output for input is:
Continuous time LTI systems: the convolution integral
Hard
A.
B.
C.
D.
Correct Answer:
Explanation:
Convolution with produces a pure time shift: .
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60When computing linear convolution of two length- sequences using the DFT (circular convolution), what zero-padding length prevents time-domain aliasing?
Software simulation of convolution and correlation
Hard
A.At least
B.At least
C.At least
D.Exactly
Correct Answer: At least
Explanation:
Linear convolution of two length- sequences produces samples. To avoid circular (aliasing) wrap-around, both sequences must be zero-padded to length at least before applying the DFT.
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