1A signal is defined as a continuous-time signal if:
A.The variable is discrete.
B.The signal is defined for all values of in a continuous interval.
C.The amplitude of the signal is quantized.
D.The signal is defined only at integer values of .
Correct Answer: The signal is defined for all values of in a continuous interval.
Explanation:Continuous-time signals are defined for the independent variable being continuous, meaning the signal has a value for every instant of time.
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2Which of the following notations standardly represents a discrete-time signal?
A.
B.
C.
D.
Correct Answer:
Explanation:Standard convention uses square brackets for discrete-time signals where is an integer, and parentheses for continuous-time signals.
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3The total energy of a continuous-time signal is defined as:
A.
B.
C.
D.
Correct Answer:
Explanation:The energy of a continuous signal is the area under the squared magnitude of the signal over all time.
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4A signal is classified as an Energy Signal if:
A. and
B. and
C. and
D. and
Correct Answer: and
Explanation:Energy signals have finite energy and zero average power.
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5A signal is classified as a Power Signal if:
A. and
B. and
C. and
D. and
Correct Answer: and
Explanation:Power signals have infinite total energy but finite non-zero average power (e.g., periodic signals).
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6Calculate the average power of the signal .
A.
B.
C.
D.
Correct Answer:
Explanation:The average power of a sinusoidal signal with amplitude is given by .
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7A continuous-time signal is periodic if there exists a positive constant such that:
A. for all
B. for all
C. for all
D. for all
Correct Answer: for all
Explanation:Periodicity requires the signal to repeat its pattern every seconds. The fundamental period is the smallest positive satisfying this.
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8The sum of two periodic signals and with periods and is periodic only if:
A.
B.The product is an integer.
C.The ratio is a rational number.
D.The sum is always periodic.
Correct Answer: The ratio is a rational number.
Explanation:For the sum to be periodic, the individual periods must be commensurable, meaning their ratio must be a rational number (ratio of integers).
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9A discrete-time sinusoidal signal is periodic only if:
A. is any real number.
B. is a rational number.
C. is an integer.
D. is an irrational number.
Correct Answer: is a rational number.
Explanation:In discrete time, angular frequency must satisfy (rational) for the signal to be periodic.
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10Which of the following conditions defines an Even Signal?
A.
B.
C.
D.
Correct Answer:
Explanation:An even signal is symmetric with respect to the vertical axis (time reversal does not change the signal).
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11Which of the following conditions defines an Odd Signal?
A.
B.
C.
D.
Correct Answer:
Explanation:An odd signal is antisymmetric with respect to the origin. Rotating it 180 degrees yields the same signal.
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12Any signal can be decomposed into an even component and an odd component . The even component is given by:
A.
B.
C.
D.
Correct Answer:
Explanation:The even part of a signal is the average of the signal and its time-reversed version.
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13The product of two even signals is:
A.Even
B.Odd
C.Neither even nor odd
D.Zero
Correct Answer: Even
Explanation:If and , then . Thus, the product is even.
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14The product of an even signal and an odd signal is:
A.Even
B.Odd
C.Neither even nor odd
D.Constant
Correct Answer: Odd
Explanation:Let be even and be odd. . Then . Thus, the product is odd.
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15Calculate where is an odd signal.
A.
B.
C.$0$
D.
Correct Answer: $0$
Explanation:The integral of an odd function over a symmetric interval is always zero because the area on the negative side cancels the area on the positive side.
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16Given a signal , the transformation with represents:
A.Time advancement (Shift to the left)
B.Time delay (Shift to the right)
C.Time scaling
D.Time reversal
Correct Answer: Time delay (Shift to the right)
Explanation:Subtracting a positive constant from the time variable shifts the signal to the right, representing a delay.
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17Given a signal , the transformation results in:
A.Expansion of the signal by a factor of 2
B.Compression of the signal by a factor of 2
C.Shifting the signal right by 2
D.Doubling the amplitude
Correct Answer: Compression of the signal by a factor of 2
Explanation:Time scaling with compresses the signal in time. Here , so the signal speeds up/shrinks.
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18For a signal , the operation is known as:
A.Time shifting
B.Amplitude reversal
C.Time reversal (Reflection)
D.Time scaling by 2
Correct Answer: Time reversal (Reflection)
Explanation:Replacing with reflects the signal across the y-axis (amplitude axis).
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19When performing combined operations , the correct order of operations to obtain from is:
A.Shift by , then scale by .
B.Scale by , then shift by .
C.Shift by , then scale by .
D.Scale by , then shift by .
Correct Answer: Shift by , then scale by .
Explanation:Mathematically, . This indicates a shift of followed by scaling , OR shifting by then scaling the result. A common standard interpretation is ? No. Correct standard steps: 1. Shift to get . 2. Scale by in to get .
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20Wait, let's re-evaluate the previous question logic. To get from :
A.1. Shift by (right). 2. Replace with .
B.1. Replace with . 2. Shift by (right).
C.1. Shift by (left). 2. Replace with .
D.None of the above.
Correct Answer: 1. Shift by (right). 2. Replace with .
Explanation:Step 1: . Step 2: . This is the 'Shift then Scale' method.
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21The unit step function is defined as:
A.1 for , 0 otherwise
B.1 for , 0 otherwise
C.1 for all
D.Undefined at
Correct Answer: 1 for , 0 otherwise
Explanation:The standard definition is 1 for and 0 for . The value at is discontinuous, often taken as 0.5 or 1 depending on context, but '1 for t > 0' is the core definition.
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22The relationship between the unit impulse and the unit step is:
A.
B.
C.
D.They are unrelated.
Correct Answer:
Explanation:The unit impulse is the distributional derivative of the unit step function.
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23The Sifting Property of the unit impulse function states that equals:
A.
B.
C.
D.$0$
Correct Answer:
Explanation:The integral filters out the value of the function at the location of the impulse .
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24The property simplifies to:
A.
B.
C.
D.
Correct Answer:
Explanation:Multiplying a signal by a shifted impulse yields an impulse scaled by the value of the signal at that instant.
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25The scaling property of the continuous unit impulse function states that is equal to:
A.
B.
C.
D.
Correct Answer:
Explanation:This property ensures the area under the impulse remains unity after time scaling.
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26For discrete time signals, the unit impulse is defined as:
A.1 for , 0 otherwise
B. for , 0 otherwise
C.1 for , 0 otherwise
D.undefined
Correct Answer: 1 for , 0 otherwise
Explanation:Unlike the continuous Dirac delta, the discrete Kronecker delta is simply the value 1 at and 0 elsewhere.
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27The discrete unit step sequence can be expressed in terms of the discrete impulse as:
A.
B.
C.
D.Both B and C
Correct Answer: Both B and C
Explanation:The step is the running sum (accumulation) of the impulse. Both formulas represent this accumulation.
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28Euler's formula relates complex exponentials to sinusoids as:
A.
B.
C.
D.
Correct Answer:
Explanation:This is the fundamental Euler's identity.
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29A continuous time real exponential signal is decaying if:
A.
B.
C.
D.
Correct Answer:
Explanation:If the exponent coefficient is negative, the signal amplitude decreases as increases.
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30The fundamental period of the signal is:
A.
B.
C.
D.It is not periodic
Correct Answer:
Explanation:A complex exponential is periodic with period .
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31Consider the discrete signal . This represents:
A.A unit impulse at .
B.A rectangular pulse of length .
C.A periodic square wave.
D.A ramp function.
Correct Answer: A rectangular pulse of length .
Explanation:This operation subtracts a delayed step from a step, leaving values of 1 from to .
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32In the context of software simulation (e.g., MATLAB), a continuous time signal is approximated by:
A.A symbolic variable.
B.A vector of values at discrete sampling intervals.
C.A loop structure.
D.An infinite array.
Correct Answer: A vector of values at discrete sampling intervals.
Explanation:Computers cannot store continuous data; they approximate continuous signals using arrays of samples taken at a specific sampling rate.
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33Which MATLAB function is best suited to plot a discrete-time signal?
A.plot()
B.stem()
C.bar()
D.hist()
Correct Answer: stem()
Explanation:The stem command plots data sequences as stems from the x-axis, which is the standard visualization for discrete-time signals.
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34To generate a time vector t from 0 to 10 with a step size of 0.1 in MATLAB, the correct syntax is:
A.t = 0:10:0.1
B.t = 0:0.1:10
C.t = linspace(0, 0.1, 10)
D.t = [0, 10]
Correct Answer: t = 0:0.1:10
Explanation:The syntax is start:step:end.
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35If is energy signal and is energy signal, then is generally:
A.A Power signal
B.An Energy signal
C.Neither
D.Undefined
Correct Answer: An Energy signal
Explanation:The sum of two finite energy signals also has finite energy.
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36A signal is called Causal if:
A. for
B. for
C. is defined for all
D.
Correct Answer: for
Explanation:Causal signals do not start before .
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37A signal is Anti-causal if:
A. for
B. for
C.
D.It is periodic.
Correct Answer: for
Explanation:Anti-causal signals are zero for future times ().
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38The Root Mean Square (RMS) value of a signal over a period is related to Average Power by:
A.
B.
C.
D.
Correct Answer:
Explanation:Average Power is the mean square value. Thus, RMS is the square root of Power.
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39Which of the following signals is a Power signal?
A.
B.
C.
D.
Correct Answer:
Explanation: has infinite energy but finite average power (). Exponentials are energy signals. The ramp grows to infinity, so power is undefined/infinite.
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40When simulating the multiplication of two signals x and y in MATLAB (element-wise), the operator used is:
A.*
B..*
C.^
D.@
Correct Answer: .*
Explanation:Element-wise operations on arrays require the dot prefix (e.g., .*). * denotes matrix multiplication.
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41The area under the unit impulse function is:
A.
B.1
C.
D.Undefined
Correct Answer: 1
Explanation:By definition, the area under the Dirac delta function is unity.
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42What is the result of ?
A.$0$
B.$1$ (almost everywhere)
C.
D.$2$
Correct Answer: $1$ (almost everywhere)
Explanation: is 1 for . is 1 for . The sum is 1 for all . This represents a DC signal of amplitude 1.
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43If a signal is shifted by , its magnitude spectrum (frequency content magnitude):
A.Changes in amplitude.
B.Remains unchanged.
C.Is shifted by .
D.Becomes zero.
Correct Answer: Remains unchanged.
Explanation:Time shifting only affects the phase spectrum, not the magnitude spectrum of the signal.
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44A signal is deterministic if:
A.It can be completely represented by a mathematical equation at any time.
B.Its value cannot be predicted precisely.
C.It has finite energy.
D.It is periodic.
Correct Answer: It can be completely represented by a mathematical equation at any time.
Explanation:Deterministic signals have no uncertainty; their values are known for all time.
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45The operation in discrete time represents:
A.Interpolation (Upsampling)
B.Decimation (Downsampling)
C.Time Shift
D.Amplitude Scaling
Correct Answer: Decimation (Downsampling)
Explanation:We keep only every 2nd sample. This discards information and compresses the signal axis, known as downsampling.
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46Which of the following is true for the complex exponential signal where ?
A.If , it is a growing exponential.
B.If , it is a constant amplitude sinusoid.
C.If , it is an oscillating signal.
D.If , it is a decaying exponential.
Correct Answer: If , it is a growing exponential.
Explanation:The real part of () determines the growth/decay envelope. Positive means growth.
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47Compute the value: .
A.
B.1
C.-1
D.
Correct Answer: -1
Explanation:By the sifting property, the sum picks the value of at . .
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48The signal is:
A.Even
B.Odd
C.Neither
D.Both
Correct Answer: Odd
Explanation:, so it is an odd signal.
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49The signal is:
A.Even
B.Odd
C.Neither
D.Both
Correct Answer: Even
Explanation:, so it is an even signal.
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50In software simulation, to approximate the integral of a signal sampled with interval , one typically uses:
A.sum(x) * dt
B.diff(x)
C.max(x)
D.mean(x)
Correct Answer: sum(x) * dt
Explanation:This is the Riemann sum approximation of an integral: Area .
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