GATE EC Signals & Systems Previous Year Questions

60 solved GATE EC questions on Signals & Systems, drawn from 10 exam years and grouped by year. Every question shows the official answer and a step-by-step solution.

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Signals & Systems: preserve indices and test system properties

Connect continuous-time signals, discrete-time signals, and LTI systems using explicit coordinates and assumptions. These selected notes emphasize convolution and frequency interpretation, not a complete syllabus. The original calculations use abstract signals without physical implementation.

Our study notes and original examples support the PYQs below; they are not official exam questions or a replacement for the current syllabus.

Before you start

  • Finite sums, complex exponentials, trigonometric periodicity, and elementary integration.
  • Function transformations, integer indexing, and the continuous impulse and discrete unit-sample conventions.

Concepts to revise before solving

Continuous-time and discrete-time coordinates

Write x(t) for continuous time and x[n] for integer indices. The sequence x[n − n0] delays x[n] for positive integer n0. Reversal x[−n] reflects around zero. Lists need starting indices: shifting an origin changes convolution alignment.

Check yourself: Where does an originally nonzero sample land after the transformation?

Linearity and time invariance

Linearity requires T{ax1 + bx2} = aT{x1} + bT{x2}. Time invariance requires matching input and output delays. Test them independently. Fixed nonzero initial conditions can add a zero-input response, so specify when an equation-based input-output model assumes initial rest.

Check yourself: Does zero input give zero output, and does a delay commute with the system?

LTI convolution and support

For an initially resting discrete-time LTI system, y[n] = Σk x[k]h[n − k]. Only overlapping nonzero samples contribute. If finite sequences occupy a through b and c through d, output is zero outside a + c through b + d; interior cancellation can still create zeros. Continuous-time convolution instead integrates over time.

Check yourself: Have you evaluated h[n − k], rather than multiplying matching list positions?

Causality and bounded-input bounded-output stability

A discrete-time LTI system is causal exactly when h[n] = 0 for n < 0, and BIBO stable exactly when Σn |h[n]| is finite. A finite impulse response with finite coefficients is stable but can be noncausal if negative-index coefficients are nonzero.

Check yourself: Did you inspect negative indices separately from the absolute sum?

Frequency variables and sinusoidal response

In cos(2πft), f is in Hz and ω = 2πf in rad/s. Sampling at fs gives Ω = 2πf/fs in rad/sample, modulo 2π. A stable LTI system scales complex exponentials by its frequency response without changing frequency; this excludes startup transients.

Check yourself: Is your frequency measured per second or per sample?

Mistakes to avoid

Reporting convolution values without output indices.
Add the input starting indices to locate the first possible output sample.
Replacing linear convolution with circular wraparound.
Use zero outside each stated finite support; wrap indices only for an explicitly circular problem.
Equating rad/sample numerically with Hz.
Use the sampling frequency in Ω = 2πf/fs; radians and cycles also differ by 2π.

Original teaching example · not a PYQ

Work through the reasoning

Original mini-example: an initially resting discrete-time LTI system has h[0] = 1 and h[1] = 3. Its input is x[−1] = 1, x[0] = 2, x[1] = −1. Both sequences are zero elsewhere. Find the full linear convolution.

  1. The output can be nonzero only from −1 + 0 = −1 through 1 + 1 = 2.
  2. Compute y[−1] = x[−1]h[0] = 1 and y[0] = x[−1]h[1] + x[0]h[0] = 3 + 2 = 5.
  3. Next, y[1] = x[0]h[1] + x[1]h[0] = 6 − 1 = 5 and y[2] = x[1]h[1] = −3.
  4. Check the finite-sum identity: Σy = 1 + 5 + 5 − 3 = 8, equal to (Σx)(Σh) = 2 × 4.

y[−1] = 1, y[0] = 5, y[1] = 5, y[2] = −3; all other samples are zero.

Try it before reading the answer

Separately, let x[n] = x(n/1000) for x(t) = cos(2π × 125t), with t in seconds. Find ω, Ω, and the fundamental discrete period.

Show answer and reasoning

ω = 250π rad/s, Ω = π/4 rad/sample, and fundamental period N = 8 samples.

Sampling at 1000 samples/s gives x[n] = cos(πn/4). The smallest positive integer N satisfying (π/4)N = 2πm for integer m is 8. Samples are not seconds.

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Supplemental reading, not an official GATE reading list or an endorsement of these notes.

Apply this to the previous-year questions

Previous-year questions by year

This page shows 60 recent questions from the released archive, newest first. For older questions and complete papers, browse all GATE EC papers. Questions can carry more than one subject tag; counts are not marks weightage.

GATE EC 20268 questions

  1. Set 1 Q13The Laplace Transform of the signal x(t)=u(t2)(tu(t))x(t) = u(t - 2) * (tu(t)) is given by which of the following expressions? ["*" represents convolution operator]MCQ · +1 marks · Easy
  2. Set 1 Q15Two analog signals x1(t)x_1(t) and x2(t)x_2(t) (tt in second), are sampled at a rate Fs=40F_s = 40 Hz, where x1(t)=cos(20πt)x_1(t) = \cos(20\pi t), t0t \geq 0, and…MCQ · +1 marks · Medium
  3. Set 1 Q16The response of a discrete time system y[n]y[n] obeys the following relation: y[n]=56y[n1]16y[n2]+x[n]y[n] = \frac{5}{6}y[n - 1] - \frac{1}{6}y[n - 2] + x[n] The input to the system…MCQ · +1 marks · Medium
  4. Set 1 Q37The continuous time signal x(t)x(t) is real, periodic with period TT and satisfies the Dirichlet conditions. The Fourier series representation of…MCQ · +2 marks · Medium
  5. Set 1 Q43Consider a real signal x(t)x(t), <t<-\infty < t < \infty, such that x(t)=0x(t) = 0 for t<0t < 0, x(t)=2x(t) = 2 for 0t<10 \leq t < 1 and x(t)=0x(t) = 0 for t1t \geq 1. Let…MCQ · +2 marks · Easy
  6. Set 1 Q46Consider a real baseband signal x(t)=e2tx(t) = e^{-2t}, for tt (in seconds) 0\geq 0. If 99% of energy of x(t)x(t) lies within BB Hz, then which of the following…MCQ · +2 marks · Medium
  7. Set 1 Q47Consider the discrete time system (S) with input x[n]x[n] and output y[n]y[n] as shown in the Figure. The two sub-systems represented by their impulse responses…MCQ · +2 marks · Easy
  8. Set 1 Q58Let x1(t)=cos(2πnt)x_1(t) = \cos(2\pi nt) and x2(t)=2sin(4πnt)x_2(t) = 2\sin(4\pi nt) represent two sinusoids for a positive integer nn and <t<-\infty < t < \infty. Which of the…MSQ · +2 marks · Medium

GATE EC 20255 questions

  1. Set 1 Q17Consider the discrete-time system below with input x[n]x[n] and output y[n]y[n]. In the figure, h1[n]h_1[n] and h2[n]h_2[n] denote the impulse responses of LTI…MCQ · +1 marks · Medium
  2. Set 1 Q18Consider a continuous-time, real-valued signal f(t)f(t) whose Fourier transform F(ω)=f(t)exp(jωt)dtF(\omega) = \int_{-\infty}^{\infty} f(t) \exp(-j \omega t) dt exists. Which one…MCQ · +1 marks · Medium
  3. Set 1 Q27Let x[n]x[n] be a discrete-time signal whose z-transform is X(z)X(z). Which of the following statements is/are TRUE?MSQ · +1 marks · Medium
  4. Set 1 Q38Consider a continuous-time finite-energy signal f(t)f(t) whose Fourier transform vanishes outside the frequency interval [ωc,ωc][-\omega_c, \omega_c], where…MCQ · +2 marks · Medium
  5. Set 1 Q55Let f(t)f(t) be a periodic signal with fundamental period T0>0T_0 > 0. Consider the signal y(t)=f(αt)y(t) = f(\alpha t), where α>1\alpha > 1. The Fourier series expansions…MSQ · +2 marks · Medium

GATE EC 20246 questions

  1. Set 1 Q21A causal and stable LTI system with impulse response h(t)h(t) produces an output y(t)y(t) for an input signal x(t)x(t). A signal x(0.5t)x(0.5t) is applied to another…MCQ · +1 marks · Medium
  2. Set 1 Q24For a causal discrete-time LTI system with transfer function H(z)=2z2+3(z+13)(z13)H(z) = \frac{2z^2+3}{(z+\frac{1}{3})(z-\frac{1}{3})} which of the following statements is/are…MSQ · +1 marks · Medium
  3. Set 1 Q44Consider two continuous time signals x(t)x(t) and y(t)y(t) as shown below [figure] If X(f)X(f) denotes the Fourier transform of x(t)x(t), then the Fourier transform of…MCQ · +2 marks · Medium
  4. Set 1 Q48A continuous time signal x(t)=2cos(8πt+π/3)x(t) = 2 \cos(8\pi t + \pi/3) is sampled at a rate of 1515 Hz. The sampled signal xs(t)x_s(t) when passed through an LTI system with…MCQ · +2 marks · Hard
  5. Set 1 Q56The radian frequency value(s) for which the discrete time sinusoidal signal x[n]=Acos(Ωn+π/3)x[n] = A \cos(\Omega n + \pi/3) has a period of 40 is/are ______.MSQ · +2 marks · Medium
  6. Set 1 Q59The relationship between any NN-length sequence x[n]x[n] and its corresponding NN-point discrete Fourier transform X[k]X[k] is defined as…NAT · +2 marks · Hard

GATE EC 20239 questions

  1. Set 1 Q26Consider a system with input x(t)x(t) and output y(t)=x(et)y(t) = x(e^t). The system isMCQ · +1 marks · Medium
  2. Set 1 Q27Let m(t)m(t) be a strictly band-limited signal with bandwidth BB and energy EE. Assuming ω0=10B\omega_0 = 10B, the energy in the signal m(t)cosω0tm(t) \cos \omega_0 t isMCQ · +1 marks · Medium
  3. Set 1 Q28The Fourier transform X(ω)X(\omega) of x(t)=et2x(t) = e^{-t^2} is Note: ey2dy=π\int_{-\infty}^{\infty} e^{-y^2} dy = \sqrt{\pi}MCQ · +1 marks · Medium
  4. Set 1 Q29In the table shown below, match the signal type with its spectral characteristics. | Signal type | Spectral characteristics | | :--- | :--- | | (i) Continuous,…MCQ · +1 marks · Easy
  5. Set 1 Q47Consider a discrete-time periodic signal with period N=5N = 5. Let the discrete-time Fourier series (DTFS) representation be…MCQ · +2 marks · Medium
  6. Set 1 Q48Let an input x[n]x[n] having discrete time Fourier transform X(ejΩ)=1ejΩ+2e3jΩX(e^{j\Omega}) = 1 - e^{-j\Omega} + 2e^{-3j\Omega} be passed through an LTI system. The frequency…MCQ · +2 marks · Easy
  7. Set 1 Q49Let x(t)=10cos(10.5Wt)x(t) = 10 \cos(10.5Wt) be passed through an LTI system having impulse response h(t)=π(sinWtπt)2cos10Wth(t) = \pi \left( \frac{\sin Wt}{\pi t} \right)^2 \cos 10Wt. The output…MCQ · +2 marks · Hard
  8. Set 1 Q50Let x1(t)x_1(t) and x2(t)x_2(t) be two band-limited signals having bandwidth B=4π×103B = 4\pi \times 10^3 rad/s each. In the figure below, the Nyquist sampling frequency,…MCQ · +2 marks · Medium
  9. Set 1 Q58Let x1(t)=u(t+1.5)u(t1.5)x_1(t) = u(t + 1.5) - u(t - 1.5) and x2(t)x_2(t) is shown in the figure below. For y(t)=x1(t)x2(t)y(t) = x_1(t) * x_2(t), the y(t)dt\int_{-\infty}^{\infty} y(t) dt is…NAT · +2 marks · Medium

GATE EC 20226 questions

  1. Set 1 Q15The Fourier transform X(jω)X(j\omega) of the signal x(t)=t(1+t2)2x(t) = \frac{t}{(1 + t^2)^2} is _________.MCQ · +1 marks · Medium
  2. Set 1 Q23The frequency response H(f)H(f) of a linear time-invariant system has magnitude as shown in the figure. [figure] Statement I: The system is necessarily a…MCQ · +1 marks · Medium
  3. Set 1 Q26An ideal OPAMP circuit with a sinusoidal input is shown in the figure. The 3 dB frequency is the frequency at which the magnitude of the voltage gain decreases…MSQ · +1 marks · Medium
  4. Set 1 Q33Let x1(t)=etu(t)x_1(t) = e^{-t}u(t) and x2(t)=u(t)u(t2)x_2(t) = u(t) - u(t - 2), where u()u(\cdot) denotes the unit step function. If y(t)y(t) denotes the convolution of x1(t)x_1(t) and…NAT · +1 marks · Easy
  5. Set 1 Q46The outputs of four systems (S1,S2,S3,S_1, S_2, S_3, and S4S_4) corresponding to the input signal sin(t)\sin(t), for all time tt, are shown in the figure. [figure] Based…MSQ · +2 marks · Medium
  6. Set 1 Q56The outputs of four systems (S1,S2,S3S_1, S_2, S_3, and S4S_4) corresponding to the input signal sin(t)\sin(t), for all time tt, are shown in the figure. Based on the…NAT · +2 marks · Medium

GATE EC 20215 questions

  1. Set 1 Q14Consider a real-valued base-band signal x(t)x(t), band limited to 10 kHz10\text{ kHz}. The Nyquist rate for the signal y(t)=x(t)x(1+t2)y(t) = x(t) x\left(1 + \frac{t}{2}\right) is…MCQ · +1 marks · Medium
  2. Set 1 Q15Consider two 1616-point sequences x[n]x[n] and h[n]h[n]. Let the linear convolution of x[n]x[n] and h[n]h[n] be denoted by y[n]y[n], while z[n]z[n] denotes the 1616-point…MCQ · +1 marks · Medium
  3. Set 1 Q49The exponential Fourier series representation of a continuous-time periodic signal x(t)x(t) is defined as…NAT · +2 marks · Medium
  4. Set 1 Q50For a unit step input u[n]u[n], a discrete-time LTI system produces an output signal (2δ[n+1]+δ[n]+δ[n1])(2\delta[n+1] + \delta[n] + \delta[n – 1] ). Let y[n]y[n] be the output of…NAT · +2 marks · Medium
  5. Set 1 Q51Consider the signals x[n]=2n1u[n+2]x[n] = 2^{n-1} u[-n+2] and y[n]=2n+2u[n+1]y[n] = 2^{n+2} u[n + 1], where u[n]u[n] is the unit step sequence. Let X(ejω)X(e^{j\omega}) and Y(ejω)Y(e^{j\omega})NAT · +2 marks · Hard

GATE EC 20206 questions

  1. Set 1 Q15The output y[n]y[n] of a discrete-time system for an input x[n]x[n] is y[n]=maxkn[x[k]]y[n] = \max_{-\infty \leq k \leq n} [x[k]] The unit impulse response of the system isMCQ · +1 marks · Medium
  2. Set 1 Q24Which one of the following pole-zero plots corresponds to the transfer function of an LTI system characterized by the input-output difference equation given…MCQ · +1 marks · Medium
  3. Set 1 Q39A finite duration discrete-time signal x[n]x[n] is obtained by sampling the continuous-time signal x(t)=cos(200πt)x(t) = \cos(200\pi t) at sampling instants…MCQ · +2 marks · Medium
  4. Set 1 Q59A system with transfer function G(s)=1(s+1)(s+a),a>0G(s) = \frac{1}{(s+1)(s+a)}, a > 0 is subjected to an input 5cos3t5 \cos 3t. The steady state output of the system is…NAT · +2 marks · Medium
  5. Set 1 Q62X(ω)X(\omega) is the Fourier transform of x(t)x(t) shown below. The value of X(ω)2dω\int_{-\infty}^{\infty} |X(\omega)|^2 d\omega (rounded off to two decimal places) is…NAT · +2 marks · Medium
  6. Set 1 Q63The transfer function of a stable discrete-time LTI system is H(z)=K(zα)z+0.5H(z) = \frac{K (z-\alpha)}{z+0.5} where KK and α\alpha are real numbers. The value of…NAT · +2 marks · Medium

GATE EC 20195 questions

  1. Set 1 Q13Let H(z)H(z) be the z-transform of a real-valued discrete-time signal h[n]h[n]. If P(z)=H(z)H(1z)P(z) = H(z)H\left(\frac{1}{z}\right) has a zero at…MCQ · +1 marks · Medium
  2. Set 1 Q31Consider the signal f(t)=1+2cos(πt)+3sin(2π3t)+4cos(π2t+π4)f(t) = 1 + 2 \cos(\pi t) + 3 \sin\left(\frac{2\pi}{3}t\right) + 4 \cos\left(\frac{\pi}{2}t + \frac{\pi}{4}\right), where tt is in…NAT · +1 marks · Easy
  3. Set 1 Q38Consider a six-point decimation-in-time Fast Fourier Transform (FFT) algorithm, for which the signal-flow graph corresponding to X[1]X[1] is shown in the figure.…MCQ · +2 marks · Medium
  4. Set 1 Q39It is desired to find a three-tap causal filter which gives zero signal as an output to an input of the form…MCQ · +2 marks · Medium
  5. Set 1 Q54Let h[n]h[n] be a length-7 discrete-time finite impulse response filter, given by h[0]=4,h[1]=3,h[2]=2,h[3]=1,h[0] = 4, \quad h[1] = 3, \quad h[2] = 2, \quad h[3] = 1,NAT · +2 marks · Hard

GATE EC 20186 questions

  1. Set 1 Q14Let the input be uu and the output be yy of a system, and the other parameters are real constants. Identify which among the following systems is not a linear…MCQ · +1 marks · Easy
  2. Set 1 Q23A discrete-time all-pass system has two of its poles at 0.2500.25 \angle 0^\circ and 2302 \angle 30^\circ. Which one of the following statements about the system…MCQ · +1 marks · Medium
  3. Set 1 Q24Let x(t)x(t) be a periodic function with period T=10T = 10. The Fourier series coefficients for this series are denoted by aka_k, that is…MCQ · +1 marks · Medium
  4. Set 1 Q49The input 4sinc(2t)4\text{sinc}(2t) is fed to a Hilbert transformer to obtain y(t)y(t), as shown in the figure below: [figure] Here…NAT · +2 marks · Medium
  5. Set 1 Q64A band limited low-pass signal x(t)x(t) of bandwidth 5 kHz is sampled at a sampling rate fsf_s. The signal x(t)x(t) is reconstructed using the reconstruction…NAT · +2 marks · Medium
  6. Set 1 Q65Let X[k]=k+1,0k7X[k] = k + 1, 0 \leq k \leq 7 be 8-point DFT of a sequence x[n]x[n], where X[k]=n=0N1x[n]ej2πnk/NX[k] = \sum_{n=0}^{N-1} x[n] e^{-j2\pi nk/N}. The value (correct to two…NAT · +2 marks · Medium

GATE EC 20174 questions

  1. Set 1 Q5Consider the following statements for continuous-time linear time invariant (LTI) systems. I. There is no bounded input bounded output (BIBO) stable system…MCQ · +1 marks · Medium
  2. Set 1 Q6Consider a single input single output discrete-time system with x[n]x[n] as input and y[n]y[n] as output, where the two are related as…MCQ · +2 marks · Medium
  3. Set 1 Q8A periodic signal x(t)x(t) has a trigonometric Fourier series expansion x(t)=a0+n=1(ancosnω0t+bnsinnω0t)x(t) = a_0 + \sum_{n=1}^{\infty} (a_n \cos n\omega_0 t + b_n \sin n\omega_0 t) If…MCQ · +2 marks · Medium
  4. Set 1 Q31Let x(t) be a continuous time periodic signal with fundamental period T = 1 seconds. Let {aₖ} be the complex Fourier series coefficients of x(t), where k is…MCQ · +1 marks · Medium

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