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GATE EC 2025: Electronics and Communication Engineering

  • Paper code: EC
  • Language: English
  • 52 pages
GATE EC 2025 question paper, GATE 2025, Electronics and Communication Engineering, page 1 of 52
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Electronics and Communication Engineering (EC)


General Aptitude
Q.1 – Q.5 Carry ONE mark Each

 Q.1      Here are two analogous groups, Group-I and Group-II, that list words in their
          decreasing order of intensity. Identify the missing word in Group-II.

          Group-I:      Abuse → Insult → Ridicule

          Group-II:     ________ → Praise → Appreciate


 (A)      Extol


 (B)      Prize


 (C)      Appropriate


 (D)      Espouse




 Q.2      Had I learnt acting as a child, I ________ a famous film star.

          Select the most appropriate option to complete the above sentence.


 (A)      will be


 (B)      can be


 (C)      am going to be


 (D)      could have been




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 Q.3      The 12 musical notes are given as C, C # , D, D# , E, F, F # , G, G # , A, A# , and B.
                                      12
          Frequency of each note is √2 times the frequency of the previous note. If the
          frequency of the note C is 130.8 Hz, then the ratio of frequencies of notes F # and C
          is:


 (A)       6
           √2

 (B)
          √2

 (C)       4
           √2

 (D)      2




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 Q.4      The following figures show three curves generated using an iterative algorithm. The
          total length of the curve generated after ‘Iteration n’ is:

          Note: The figures shown are representative.



                                         1
          Iteration 0:




                                    1                                                       1
          Iteration 1:                                         Length of each segment:
                                    3                                                       3




                             1
                                                                                        1
          Iteration 2:       9                                Length of each segment:
                                                                                        9



               n
 (A)       5 2
          ( )
           3


 (B)       5 n
          ( )
           3


 (C)       5 2n
          ( )
           3


 (D)       5 n(2n−1)
          ( )
           3




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 Q.5                                                                  |x|
          Which one of the following plots represents f (x ) = −           , where x is a non-
                                                                       x
          zero real number?

          Note: The figures shown are representative.

                          f(x)
 (A)
                          (0,1)

                                        x
               (0, −1)


                         f(x)
 (B)
                (0,1)

                                    x
                         (0, −1)



                         f(x)
 (C)

                            (1,0)
                                    x
           (−1,0)



                         f(x)
 (D)
                         (0,1)

                                    x
             (0, −1)




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Q.6 – Q.10 Carry TWO marks Each

 Q.6      Identify the option that has the most appropriate sequence such that a coherent
          paragraph is formed:

               P. Over time, such adaptations lead to significant evolutionary changes with
                  the potential to shape the development of new species.

               Q. In natural world, organisms constantly adapt to their environments in
                  response to challenges and opportunities.

               R. This process of adaptation is driven by the principle of natural selection,
                  where favorable traits increase an organism’s chances of survival and
                  reproduction.

               S. As environments change, organisms that can adapt their behavior, structure
                  and physiology to such changes are more likely to survive.


 (A)      P→Q→R→S


 (B)      Q→S→R→P


 (C)      R→S→Q→P


 (D)      S→P→R→Q




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 Q.7      A stick of length one meter is broken at two locations at distances of b1 and b2 from
          the origin (0), as shown in the figure. Note that 0 < b1 < b2 < 1. Which one of the
          following is NOT a necessary condition for forming a triangle using the three
          pieces?

          Note: All lengths are in meter. The figure shown is representative.




 (A)      b1 < 0.5


 (B)      b2 > 0.5


 (C)      b2 < b1 + 0.5


 (D)      b1 + b2 < 1




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 Q.8      Eight students (P, Q, R, S, T, U, V, and W) are playing musical chairs. The figure
          indicates their order of position at the start of the game. They play the game by
          moving forward in a circle in the clockwise direction.

          After the 1st round, 4th student behind P leaves the game. After 2nd round, 5th student
          behind Q leaves the game. After 3rd round, 3rd student behind V leaves the game.
          After 4th round, 4th student behind U leaves the game. Who all are left in the game
          after the 4th round?

          Note: The figure shown is representative.


                                                  P

                                        W                     R


                                    U                             T



                                                              Q
                                        V

                                                   S




 (A)      P; T; Q; S


 (B)      V; P; T; Q


 (C)      W; R; Q; V


 (D)      Q; T; V; W




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 Q.9      The table lists the top 5 nations according to the number of gold medals won in a
          tournament; also included are the number of silver and the bronze medals won by
          them. Based only on the data provided in the table, which one of the following
          statements is INCORRECT?


                 Nation             Gold            Silver            Bronze

                  USA               40                44                 41

                Canada              39                27                 24

                 Japan              20                12                 13

               Australia            17                19                 16

                 France             16                26                 22

 (A)      France will occupy the third place if the list were made on the basis of the total
          number of medals won.


 (B)      The order of the top two nations will not change even if the list is made on the basis
          of the total number of medals won.


 (C)      USA and Canada together have less than 50% of the medals awarded to the nations
          in the above table.


 (D)      Canada has won twice as many total medals as Japan.




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 Q.10     An organization allows its employees to work independently on consultancy
          projects but charges an overhead on the consulting fee. The overhead is 20% of the
          consulting fee, if the fee is up to ₹ 5,00,000. For higher fees, the overhead is
          ₹ 1,00,000 plus 10% of the amount by which the fee exceeds ₹ 5,00,000. The
          government charges a Goods and Services Tax of 18% on the total amount (the
          consulting fee plus the overhead). An employee of the organization charges this
          entire amount, i.e., the consulting fee, overhead, and tax, to the client. If the client
          cannot pay more than ₹ 10,00,000, what is the maximum consulting fee that the
          employee can charge?


 (A)      ₹ 7,01,438


 (B)      ₹ 7,24,961


 (C)      ₹ 7,51,232


 (D)      ₹ 7,75,784




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Q.11 – Q.35 Carry ONE mark Each

 Q.11     Consider the matrix A below:

                                           2        3 4 5
                                           0        6 7 8
                                      A= [                ]
                                           0        0 α β
                                           0        0 0 γ
          For which of the following combinations of α, β, and γ, is the rank of A at least
          three?

                       (i)     α = 0 and β = γ ≠ 0.
                       (ii)    α = β = γ = 0.
                       (iii)   β = γ = 0 and α ≠ 0.
                       (iv)    α = β = γ ≠ 0.

 (A)      Only (i), (iii), and (iv)


 (B)      Only (iv)


 (C)      Only (ii)


 (D)      Only (i) and (iii)




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 Q.12     Consider the following series:
                      1
          (i) ∑∞
               n=1   √n

                            1
          (ii) ∑∞
                n=1   n(n+1)

                       1
          (iii) ∑∞
                 n=1   n!

          Choose the correct option.


 (A)      Only (ii) converges


 (B)      Only (ii) and (iii) converge


 (C)      Only (iii) converges


 (D)      All three converge




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 Q.13     A pot contains two red balls and two blue balls. Two balls are drawn from this pot
          randomly without replacement.

          What is the probability that the two balls drawn have different colours?


 (A)      2⁄
            3

 (B)      1⁄
            3

 (C)      1⁄
            2

 (D)      1




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 Q.14     Consider a frequency-modulated (FM) signal

                    f(t) = Ac cos(2πfc t + 3 sin(2πf1 t) + 4 sin(6πf1 t)),

          where Ac and fc are, respectively, the amplitude and frequency (in Hz) of the
          carrier waveform. The frequency f1 is in Hz, and assume that fc > 100f1 .

          The peak frequency deviation of the FM signal in Hz is _______.


 (A)      15f1

 (B)      12f1

 (C)      4f1

 (D)      2f1




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 Q.15     Consider an additive white Gaussian noise (AWGN) channel with bandwidth W
                                             N0
          and noise power spectral density        . Let Pav denote the average transmit power
                                             2
          constraint.

          Which one of the following plots illustrates the dependence of the channel capacity
          C on the bandwidth W (keeping Pav and N0 fixed)?

 (A)




 (B)




 (C)




 (D)




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 Q.16     The Nyquist plot of a system is given in the figure below. Let ωP , ωQ , ωR , and ωS
          be the positive frequencies at the points P, Q, R, and S, respectively.

          Which one of the following statements is TRUE?




 (A)      ωS is the gain crossover frequency and ωP is the phase crossover frequency

 (B)      ωQ is the gain crossover frequency and ωR is the phase crossover frequency

 (C)      ωQ is the gain crossover frequency and ωS is the phase crossover frequency

 (D)      ωS is the gain crossover frequency and ωQ is the phase crossover frequency




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 Q.17 Consider the discrete-time system below with input x[n] and output y[n]. In the
      figure, ℎ1 [n] and ℎ2 [n] denote the impulse responses of LTI Subsystems 1 and 2,
      respectively. Also, δ[n] is the unit impulse, and b > 0.

         Assuming ℎ2 [n] ≠ δ[n], the overall system (denoted by the dashed box) is _______.




 (A)     linear and time invariant


 (B)     linear and time variant


 (C)     nonlinear and time invariant


 (D)     nonlinear and time variant




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 Q.18     Consider a continuous-time, real-valued signal f(t) whose Fourier transform
                        ∞
          F(ω) = ∫−∞ f(t) exp(−j ωt) dt exists.

          Which one of the following statements is always TRUE?


 (A)                        ∞
          |F(ω)| ≤ ∫−∞ |f(t)| dt

 (B)                        ∞
          |F(ω)| > ∫−∞ |f(t)| dt

 (C)                        ∞
          |F(ω)| ≤ ∫−∞ f(t) dt

 (D)                        ∞
          |F(ω)| ≥ ∫−∞ f(t) dt




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 Q.19     Consider a part of an electrical network as shown below. Some node voltages, and
          the current flowing through the 3Ω resistor are as indicated.

          The voltage (in Volts) at node X is ______.




 (A)      20⁄
             3

 (B)      32⁄
             3

 (C)      22⁄
             3

 (D)      2⁄
            3




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 Q.21     A simplified small-signal equivalent circuit of a BJT-based amplifier is given
          below.

          The small-signal voltage gain vo/vs (in V/V) is ___________.




 (A)       −βR L
          R S + rπ

 (B)      +βR L
           RS

 (C)      −βR L
           RS

 (D)       +βR L
          R S + rπ




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 Q.22     The ideal BJT in the circuit given below is biased in the active region with a β of
          100.

          If IB is 10 µA, then VCE (in Volts, rounded off to two decimal places) is _______ .




 (A)      4.95


 (B)      3.03


 (C)      1.92


 (D)      3.73




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 Q.23     A 3-input majority logic gate has inputs X, Y, and Z. The output F of the gate is
          logic ‘1’ if two or more of the inputs are logic ‘1’. The output F is logic ‘0’ if two
          or more of the inputs are logic ‘0’.

          Which one of the following options is a Boolean expression of the output F?


 (A)      XY + YZ + ZX

 (B)      X⊕Y⊕Z

 (C)      X+Y+Z

 (D)      XYZ




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 Q.24     A full adder and an XOR gate are used to design a digital circuit with inputs X, Y,
          and Z, and output F, as shown below. The input Z is connected to the carry-in input
          of the full adder.

          If the input Z is set to logic ‘1’, then the circuit functions as ________ with X and
          Y as inputs.




 (A)      an adder


 (B)      a subtractor


 (C)      a multiplier


 (D)      a binary to Gray code converter




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 Q.25     Consider the function f: ℝ → ℝ, defined as

                                    f(x) = 2x 3 − 3x 2 − 12x + 1.
          Which of the following statements is/are correct?

          (Here, ℝ is the set of real numbers.)


 (A)      f has no global maximizer

 (B)      f has no global minimizer

 (C)      x = −1 is a local minimizer of f

 (D)      x = 2 is a local maximizer of f




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 Q.26     Consider the unity-negative-feedback system shown in Figure (i) below, where
          gain K ≥ 0. The root locus of this system is shown in Figure (ii) below.

          For what value(s) of K will the system in Figure (i) have a pole at −1 + j1?




 (A)      K= 5

 (B)      K = 1⁄5

 (C)      For no positive value of K


 (D)      For all positive values of K




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 Q.27     Let x[n] be a discrete-time signal whose z-transform is X(z).

          Which of the following statements is/are TRUE?


 (A)      The discrete-time Fourier transform (DTFT) of x[n] always exists


 (B)      The region of convergence (RoC) of X(z) contains neither poles nor zeros


 (C)      The discrete-time Fourier transform (DTFT) exists if the region of convergence
          (RoC) contains the unit circle


 (D)      If x[n] = αδ[n], where δ[n] is the unit impulse and α is a scalar, then the
          region of convergence (RoC) is the entire z-plane




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 Q.28     Consider a message signal m(t) which is bandlimited to [−W, W], where W is in
          Hz. Consider the following two modulation schemes for the message signal:

               •       Double sideband-suppressed carrier (DSB-SC):
                                       fDSB (t) = Ac m(t) cos(2πfc t)

               •       Amplitude modulation (AM):
                                    fAM (t) = Ac (1 + μ m(t)) cos(2πfc t)

          Here, Ac and fc are the amplitude and frequency (in Hz) of the carrier, respectively.
          In the case of AM, μ denotes the modulation index.

          Consider the following statements:

               (i)     An envelope detector can be used for demodulation in the DSB-SC
                       scheme if m(t) > 0 for all t.
               (ii)    An envelope detector can be used for demodulation in the AM scheme
                       only if m(t) > 0 for all t.

          Which of the following options is/are correct?


 (A)      (i) is TRUE


 (B)      (i) is FALSE


 (C)      (ii) is TRUE


 (D)      (ii) is FALSE




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 Q.29     Which of the following statements is/are TRUE with respect to an ideal opamp?


 (A)      It has an infinite input resistance


 (B)      It has an infinite output resistance


 (C)      It has an infinite open-loop differential gain


 (D)      It has an infinite open-loop common-mode gain




 Q.30     Which of the following statements is/are TRUE with respect to ideal MOSFET-
          based DC-coupled single-stage amplifiers having finite load resistors?


 (A)      The common-gate amplifier has an infinite input resistance


 (B)      The common-source amplifier has an infinite input resistance


 (C)      The input and output voltages of the common-source amplifier are in phase


 (D)      The input and output voltages of the common-drain amplifier are in phase




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 Q.31     Which of the following can be used as an n-type dopant for silicon?

          Select the correct option(s).


 (A)      Arsenic


 (B)      Boron


 (C)      Gallium


 (D)      Phosphorous




 Q.32     The function y(t) satisfies

                                    t 2 y ′′ (t) − 2ty ′ (t) + 2y(t) = 0,

          where y ′ (t) and         y ′′ (t) denote the first and second derivatives of y(t),
          respectively.

          Given y ′ (0) = 1 and y ′ (1) = −1, the maximum value of y(t) over [0,1] is
          _____ (rounded off to two decimal places).




 Q.33     The generator matrix of a (6,3) binary linear block code is given by

                                            1 0 0 1 0 1
                                       G = [0 1 0 0 1 1].
                                            0 0 1 1 1 0
          The minimum Hamming distance dmin between codewords equals _____ (answer
          in integer).




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 Q.34     All the components in the bandpass filter given below are ideal. The lower −3 dB
          frequency of the filter is 1 MHz.

          The upper −3 dB frequency (in MHz, rounded off to the nearest integer) is
          __________.




 Q.35     A 4-bit weighted-resistor DAC with inputs b3, b2, b1, and b0 (MSB to LSB) is
          designed using an ideal opamp, as shown below. The switches are closed when the
          corresponding input bits are logic ‘1’ and open otherwise.

          When the input b3b2b1b0 changes from 1110 to 1101, the magnitude of the change
          in the output voltage VO (in mV, rounded off to the nearest integer) is ________.




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Q.36 – Q.65 Carry TWO marks Each

 Q.36                       1
          Let G(s) =              be the transfer function of a second-order system. A controller
                          10s 2
          M(s) is connected to the system G(s) in the configuration shown below.
          Consider the following statements.
                                                                  KI
          (i) There exists no controller of the form M(s) =            , where KI is a positive real
                                                                   s
          number, such that the closed loop system is stable.

          (ii) There exists at least one controller of the form M(s) = KP + sKD , where KP
          and KD are positive real numbers, such that the closed loop system is stable.

          Which one of the following options is correct?




 (A)      (i) is TRUE and (ii) is FALSE


 (B)      (i) is FALSE and (ii) is TRUE


 (C)      Both (i) and (ii) are FALSE


 (D)      Both (i) and (ii) are TRUE




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 Q.37     Consider the polynomial p(s) = s 5 + 7s 4 + 3s 3 − 33s 2 + 2s − 40. Let
          (L, I, R) be defined as follows.

          L is the number of roots of p(s) with negative real parts.

          I is the number of roots of p(s) that are purely imaginary.

          R is the number of roots of p(s) with positive real parts.
          Which one of the following options is correct?


 (A)      L = 2, I = 2, and R = 1

 (B)      L = 3, I = 2, and R = 0

 (C)      L = 1, I = 2, and R = 2

 (D)      L = 0, I = 4, and R = 1




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 Q.38     Consider a continuous-time finite-energy signal f(t) whose Fourier transform
          vanishes outside the frequency interval [−ω c , ωc ], where ωc is in rad/sec.

          The signal f(t) is uniformly sampled to obtain y(t) = f(t) p(t). Here,
                                             ∞

                                    p(t) = ∑ δ(t − τ − nTs ),
                                           n=−∞

          with δ(t) being the Dirac impulse, Ts > 0, and τ > 0. The sampled signal y(t)
                                                                   sin (ωc t)
          is passed through an ideal lowpass filter ℎ(t) = ωc Ts                with cutoff
                                                                     πωc t
          frequency ωc and passband gain Ts .

          The output of the filter is given by ________________.


 (A)      f(t) if Ts < π/ωc

 (B)      f(t − τ) if Ts < π/ωc

 (C)      f(t − τ) if Ts < 2π/ωc

 (D)      Ts f(t) if Ts < 2π/ωc




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 Q.39     In the circuit below, M1 is an ideal AC voltmeter and M2 is an ideal AC ammeter.
          The source voltage (in Volts) is vs (t) = 100 cos(200t).

          What should be the value of the variable capacitor C such that the RMS readings
          on M1 and M2 are 25 V and 5 A, respectively?




 (A)      25 μF


 (B)      4 μF


 (C)      0.25 μF


 (D)      Insufficient information to find C




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 Q.40     The Z-parameter matrix of a two port network relates the port voltages and port
          currents as follows:

                                          V        I
                                         [ 1] = Z [ 1]
                                          V2       I2

           The Z-parameter matrix (with each entry in Ohms) of the network shown below is
          __________.




 (A)          10⁄         2⁄
                 3          3
          [                     ]
              2⁄         10⁄
                3           3

 (B)          2⁄         10⁄
                3           3
          [                     ]
              10⁄         2⁄
                 3          3

 (C)          10     2
          [               ]
              2      10

 (D)          10⁄         1⁄
                 3          3
          [                     ]
              1⁄         10⁄
                3           3




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 Q.41     A source transmits symbol S that takes values uniformly at random from the set
          {−2,0,2}. The receiver obtains Y = S + N, where N is a zero-mean Gaussian
          random variable independent of S. The receiver uses the maximum likelihood
          decoder to estimate the transmitted symbol S.

          Suppose the probability of symbol estimation error Pe is expressed as follows:

                                        Pe = α P(N > 1),

          where P(N > 1) denotes the probability that N exceeds 1.

          What is the value of α ?


 (A)      1⁄
            3

 (B)      1

 (C)      2⁄
            3

 (D)      4⁄
            3




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 Q.42     Consider a real-valued random process
                                               N

                                     f(t) = ∑ an p(t − nT),
                                              n=1

          where T > 0 and N is a positive integer. Here, p(t) = 1 for t ∈ [0, 0.5T] and
          0 otherwise. The coefficients an are pairwise independent, zero-mean unit-
          variance random variables.

          Read the following statements about the random process and choose the correct
          option.

               (i)     The mean of the process f(t) is independent of time t.

               (ii)    The autocorrelation function E[ f(t)f(t + τ)] is independent of
                       time t for all τ.

          (Here, E[⋅] is the expectation operation.)


 (A)      (i) is TRUE and (ii) is FALSE


 (B)      Both (i) and (ii) are TRUE


 (C)      Both (i) and (ii) are FALSE


 (D)      (i) is FALSE and (ii) is TRUE




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 Q.43     The identical MOSFETs M1 and M2 in the circuit given below are ideal and biased
          in the saturation region. M1 and M2 have a transconductance gm of 5 mS.

          The input signals (in Volts) are:

                                      V1 = 2.5 + 0.01 sin ωt

                                      V2 = 2.5 − 0.01 sin ωt

          The output signal V3 (in Volts) is __________.




 (A)      3 + 0.05 sin ωt

 (B)      3 − 0.1 sin ωt

 (C)      4 + 0.1 sin ωt

 (D)      4 − 0.05 sin ωt




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 Q.44     A 10-bit analog-to-digital converter (ADC) has a sampling frequency of 1 MHz and
          a full scale voltage of 3.3 V.

          For an input sinusoidal signal with frequency 500 kHz, the maximum SNR (in dB,
          rounded off to two decimal places) and the data rate (in Mbps) at the output of the
          ADC are ________, respectively.


 (A)      61.96 and 10


 (B)      61.96 and 5


 (C)      33.36 and 10


 (D)      33.36 and 5




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 Q.45     A positive-edge-triggered sequential circuit is shown below. There are no timing
          violations in the circuit. Input P0 is set to logic ‘0’ and P1 is set to logic ‘1’ at all
          times. The timing diagram of the inputs SEL and S are also shown below.

          The sequence of output Y from time T0 to T3 is ________.




 (A)      1011


 (B)      0100


 (C)      0010


 (D)      1101




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 Q.46     The intrinsic carrier concentration of a semiconductor is 2.5 × 1016 /m3 at 300 K.

          If the electron and hole mobilities are 0.15 m2/Vs and 0.05 m2/Vs, respectively, then
          the intrinsic resistivity of the semiconductor (in kΩ.m) at 300 K is ________.

          (Charge of an electron e = 1.6 × 10−19 C.)


 (A)      1.65


 (B)      1.25


 (C)      0.85


 (D)      1.95




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 Q.47     In the circuit shown, the identical transistors Q1 and Q2 are biased in the active
          region with β = 120. The Zener diode is in the breakdown region with VZ = 5 V
          and IZ = 25 mA.

          If IL = 12 mA and VEB1 = VEB2 = 0.7 V, then the values of R1 and R2 (in kΩ,
          rounded off to one decimal place) are ______, respectively.




 (A)      0.6 and 0.4


 (B)      1.4 and 2.5


 (C)      14.0 and 25.0


 (D)      6.0 and 4.0




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 Q.48     The electron mobility µn in a non-degenerate germanium semiconductor at 300 K
          is 0.38 m2/Vs.

          The electron diffusivity Dn at 300 K (in cm2/s, rounded off to the nearest integer)
          is _______.

          (Consider the Boltzmann constant kB = 1.38 × 10−23 J/K and the charge of an
          electron e = 1.6 × 10−19 C.)


 (A)      26


 (B)      98


 (C)      38


 (D)      10




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 Q.49     A square metal sheet of 4 m × 4 m is placed on the x-y plane as shown in the figure
          below.

          If the surface charge density (in µC/m2) on the sheet is ρs (x, y) = 4|y|, then the
          total charge (in µC, rounded off to the nearest integer) on the sheet is ________.




 (A)      16


 (B)      85


 (C)      64


 (D)      256




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 Q.50     An electric field of 0.01 V/m is applied along the length of a copper wire of circular
          cross-section with diameter 1 mm. Copper has a conductivity of 5.8 × 107 S/m.

          The current (in Amperes, rounded off to two decimal places) flowing through the
          wire is _________.


 (A)      0.46


 (B)      1.82


 (C)      0.58


 (D)      1.12




 Q.51     Consider a non-negative function f(x) which is continuous and bounded over the
          interval [2, 8]. Let M and m denote, respectively, the maximum and the minimum
          values of f(x) over the interval.

          Among the combinations of α and β given below, choose the one(s) for which the
          inequality
                                                  8
                                           β ≤ ∫2 f(x) dx ≤ α

          is guaranteed to hold.


 (A)      β = 5m, α = 7M

 (B)      β = 6m, α = 5M

 (C)      β = 7m, α = 6M

 (D)      β = 7m, α = 5M




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 Q.52     Which of the following statements involving contour integrals (evaluated counter-
          clockwise) on the unit circle C in the complex plane is/are TRUE?


 (A)      ∮C e z dz = 0

 (B)      ∮C z n dz = 0, where n is an even integer

 (C)      ∮C cos z dz ≠ 0

 (D)      ∮C sec z dz ≠ 0




 Q.53     Consider a system where x1 (t), x2 (t), and x3 (t) are three internal state signals
          and u(t) is the input signal. The differential equations governing the system are
          given by

                             x (t)   2         0 0 x1 (t)    1
                         d 1
                             x  (t)
                            [ 2 ] = [0               x (t)
                                              −2 0] [ 2 ] + [1] u(t).
                         dt
                             x3 (t)  0         0 0 x3 (t)    1
          Which of the following statements is/are TRUE?


 (A)      The signals x1 (t), x2 (t), and x3 (t) are bounded for all bounded inputs


 (B)      There exists a bounded input such that at least one of the signals x1 (t),
          x2 (t), and x3 (t) is unbounded

 (C)      There exists a bounded input such that the signals x1 (t), x2 (t), and x3 (t) are
          unbounded


 (D)      The signals x1 (t), x2 (t), and x3 (t) are unbounded for all bounded inputs




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 Q.54     The random variable X takes values in {−1,0,1} with probabilities

          P(X = −1) = P(X = 1) = α and P(X = 0) = 1 − 2α, where 0 < α < 1⁄2.

          Let g(α) denote the entropy of X (in bits), parameterized by α.

          Which of the following statements is/are TRUE?


 (A)      g(0.4) > g(0.3)

 (B)      g(0.3) > g(0.4)

 (C)      g(0.3) > g(0.25)

 (D)      g(0.25) > g(0.3)




 Q.55     Let f(t) be a periodic signal with fundamental period T0 > 0. Consider the signal
          y(t) = f(αt), where α > 1.

          The Fourier series expansions of f(t) and y(t) are given by
                                    ∞                           ∞
                                          2π                              2π
                                         j   kt                             jαkt
                    f(t) = ∑ ck         e T0      and y(t) = ∑ dk       e T0     .
                               k=−∞                           k=−∞

          Which of the following statements is/are TRUE?


 (A)      ck = dk for all k

 (B)      y(t) is periodic with a fundamental period αT0

 (C)      ck = dk /α for all k

 (D)      y(t) is periodic with a fundamental period T0 /α



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 Q.56     Consider a system represented by the block diagram shown below. Which of the
          following signal flow graphs represent(s) this system? Choose the correct option(s).




 (A)




 (B)




 (C)




 (D)




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 Q.57     All the diodes in the circuit given below are ideal.

          Which of the following plots is/are correct when VI (in Volts) is swept from –M to
          M?




 (A)




 (B)




 (C)




 (D)




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 Q.58     Two fair dice (with faces labeled 1, 2, 3, 4, 5, and 6) are rolled. Let the random
          variable X denote the sum of the outcomes obtained.

          The expectation of X is______ (rounded off to two decimal places).




 Q.59     Consider the vectors

                                          1                  0
                                     a = [ ],         b=[         ].
                                          1                 3√2
          For real-valued scalar variable x, the value of

                                          min ‖ax − b‖2
                                             x

          is ____________ (rounded off to two decimal places).
                                                            y1
          ‖⋅‖2 denotes the Euclidean norm, i.e., for y = [ ], ‖y‖2 = √y12 + y22 .
                                                            y2




 Q.60     X and Y are Bernoulli random variables taking values in {0,1}. The joint
          probability mass function of the random variables is given by:

                                     P(X = 0, Y = 0) = 0.06
                                     P(X = 0, Y = 1) = 0.14
                                     P(X = 1, Y = 0) = 0.24
                                     P(X = 1, Y = 1) = 0.56

          The mutual information I(X; Y) is _________ (rounded off to two decimal places).




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 Q.61     The diode in the circuit shown below is ideal. The input voltage (in Volts) is given
          by VI = 10 sin 100πt, where time t is in seconds.

          The time duration (in ms, rounded off to two decimal places) for which the diode is
          forward biased during one period of the input is ___________.




 Q.62     In the circuit shown below, the AND gate has a propagation delay of 1 ns. The edge-
          triggered flip-flops have a set-up time of 2 ns, a hold-time of 0 ns, and a clock-to-Q
          delay of 2 ns.

          The maximum clock frequency (in MHz, rounded off to the nearest integer) such
          that there are no setup violations is ________.




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 Q.63     An ideal p-n junction germanium diode has a reverse saturation current of 10 µA at
          300 K.

          The voltage (in Volts, rounded off to two decimal places) to be applied across the
          junction to get a forward bias current of 100 mA at 300 K is _____.

          (Consider the Boltzmann constant kB = 1.38 × 10−23 J/K and the charge of an
          electron e = 1.6 × 10−19 C.)




 Q.64     A 50 Ω lossless transmission line is terminated with a load ZL of (50 – j75) Ω.

          If the average incident power on the line is 10 mW, then the average power
          delivered to the load (in mW, rounded off to one decimal place) is __________.




 Q.65     Two resistors are connected in a circuit loop of area 5 m2, as shown in the figure
          below. The circuit loop is placed on the x-y plane.

          When a time-varying magnetic flux, with flux-density B(t) = 0.5t (in Tesla), is
          applied along the positive z-axis, the magnitude of current I (in Amperes, rounded
          off to two decimal places) in the loop is ________.




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Source: GATE. Question paper published by GATE.