GATE EE Signals & Systems Previous Year Questions

60 solved GATE EE 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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Revision companion

Signals & Systems: classify the signal and system before transforming

Determine whether a signal is continuous or discrete, periodic or aperiodic, and energy or power before choosing a transform. These selected foundations connect LTI system properties, convolution, Fourier, Laplace, and Z transforms through original exercises. State region-of-convergence and causality assumptions explicitly.

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

  • Complex exponentials, Euler's formula, and partial-fraction expansion.
  • Impulse and step functions, basic integral and summation evaluation.

Concepts to revise before solving

Signal classification and operations

A continuous-time signal x(t) can be shifted, scaled, or reversed. An energy signal has finite total energy; a power signal has finite average power over an infinite interval. Periodicity requires x(t) = x(t + T) for some T > 0; the fundamental period is the smallest such T.

Check yourself: Have you confirmed finite energy or finite average power, not both?

LTI systems and convolution

A linear time-invariant system is fully characterised by its impulse response h(t) or h[n]. Output is the convolution of input with h: y(t) = x(t) * h(t). For causal h and causal x, the convolution integral has finite limits. Stability of a causal LTI system requires that h is absolutely integrable (or absolutely summable for discrete time).

Check yourself: Is h(t) = 0 for t < 0 if the system is causal?

Fourier transform and frequency domain

The Fourier transform decomposes a signal into frequency components. Convolution in time becomes multiplication in frequency and vice versa. Parseval's theorem relates total energy in time to the integral of the squared magnitude spectrum. The transform exists for absolutely integrable signals; for power signals, use the Fourier series or generalised transforms with impulse functions.

Check yourself: Does the signal satisfy the existence condition for the transform you chose?

Laplace transform and system function

The bilateral Laplace transform X(s) = ∫ x(t)e^(−st) dt generalises the Fourier transform to complex s = σ + jω. The region of convergence (ROC) determines causality and stability: a causal signal has a right-sided ROC; a stable system's ROC includes the jω axis. Poles on the jω axis boundary indicate marginal stability.

Check yourself: Does the ROC include the jω axis if you need BIBO stability?

Z-transform and sampling

The Z-transform maps a discrete-time sequence to X(z) = Σ x[n]z^(−n). A causal sequence has an ROC outside the outermost pole. The sampling theorem states that a bandlimited signal with maximum frequency f_m can be reconstructed from samples taken at a rate exceeding 2f_m. Aliasing occurs when the sampling rate is insufficient.

Check yourself: Is the sampling rate strictly greater than twice the highest frequency component?

Mistakes to avoid

Performing convolution without accounting for the support of both signals.
Identify the nonzero intervals of x and h first; the output duration is the sum of input durations minus one sample (discrete) or the sum of their widths (continuous).
Ignoring the region of convergence when inverting a Laplace or Z-transform.
The same X(s) with different ROCs corresponds to different time-domain signals. Specify the ROC before inverting.
Equating Nyquist rate with Nyquist frequency.
Nyquist rate is 2f_m (minimum sampling rate); Nyquist frequency is f_s/2 (half the sampling rate). They coincide only when sampling at exactly the Nyquist rate.

Original teaching example · not a PYQ

Work through the reasoning

Original mini-example: find the linear convolution y[n] = x[n] * h[n], where x[n] = {1, 2, 1} for n = 0, 1, 2 and h[n] = {1, 1} for n = 0, 1, with both sequences zero elsewhere.

  1. The output length is 3 + 2 − 1 = 4 samples, from n = 0 to n = 3.
  2. y[0] = x[0]h[0] = 1. y[1] = x[0]h[1] + x[1]h[0] = 1 + 2 = 3.
  3. y[2] = x[1]h[1] + x[2]h[0] = 2 + 1 = 3. y[3] = x[2]h[1] = 1.
  4. Cross-check: sum of x values is 4, sum of h values is 2, and sum of y values is 1 + 3 + 3 + 1 = 8 = 4 × 2.

y[n] = {1, 3, 3, 1} for n = 0, 1, 2, 3.

Try it before reading the answer

Find the Laplace transform and region of convergence of x(t) = e^(−2t)u(t), where u(t) is the unit step function.

Show answer and reasoning

X(s) = 1/(s + 2), ROC: Re(s) > −2.

X(s) = ∫₀^∞ e^(−2t)e^(−st) dt = ∫₀^∞ e^(−(s+2)t) dt = 1/(s + 2), converging when Re(s + 2) > 0, i.e. Re(s) > −2. The ROC is right-sided, consistent with the causal signal. Since the ROC includes the jω axis, the signal is Fourier-transformable.

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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 EE papers. Questions can carry more than one subject tag; counts are not marks weightage.

GATE EE 20264 questions

  1. Set 1 Q11Consider the infinite-length, discrete-time sequence x[n]=0.9nx[n] = 0.9^{|n|}, where nn is an integer. The region of convergence of its Z-transform X(z)X(z) is given…MCQ · +1 marks · Medium
  2. Set 1 Q12Let xc(t)x_c(t) be any continuous-time periodic signal with period TT. It is sampled uniformly with a sampling period TsT_s where TsTT_s \neq T, resulting in the…MCQ · +1 marks · Medium
  3. Set 1 Q14Consider the following differential equation: t2d2ydt2+7tdydt+8ty=10sin(t)t^2 \frac{d^2y}{dt^2} + 7t \frac{dy}{dt} + 8ty = 10 \sin(t) Which one of the following options is correct?MCQ · +1 marks · Easy
  4. Set 1 Q36A time-limited waveform g(x)g(x) is specified as follows:…MCQ · +2 marks · Medium

GATE EE 20256 questions

  1. Set 1 Q20Consider a discrete-time linear time-invariant (LTI) system S\boldsymbol{S}, where y[n]=S{x[n]}y[n] = \boldsymbol{S}\{x[n]\} Let…MCQ · +1 marks · Easy
  2. Set 1 Q21Consider a continuous-time signal x(t)=t2{u(t+4)u(t4)}x(t) = -t^2 \{u(t + 4) - u(t - 4)\} where u(t)u(t) is the continuous-time unit step function. Let δ(t)\delta(t) be the…MCQ · +1 marks · Easy
  3. Set 1 Q30A continuous time periodic signal x(t)x(t) is x(t)=1+2cos2πt+2cos4πt+2cos6πt.x(t) = 1 + 2 \cos 2\pi t + 2 \cos 4\pi t + 2 \cos 6\pi t . If TT is the period of x(t)x(t), then…NAT · +1 marks · Easy
  4. Set 1 Q40Let continuous-time signals x1(t)x_1(t) and x2(t)x_2(t) be…MCQ · +2 marks · Medium
  5. Set 1 Q42The continuous-time unit impulse signal is applied as an input to a continuous-time linear time-invariant system 𝑺. The output is observed to be the…MCQ · +2 marks · Medium
  6. Set 1 Q61An ideal low pass filter has frequency response given by H(jω)={1,ω200π0,otherwiseH(j\omega) = \begin{cases} 1, & |\omega| \leq 200\pi \\ 0, & otherwise \end{cases} Let h(t)h(t) be…NAT · +2 marks · Easy

GATE EE 20247 questions

  1. Set 1 Q15Suppose signal y(t)y(t) is obtained by the time-reversal of signal x(t)x(t), i.e., y(t)=x(t),<t<y(t) = x(-t), -\infty < t < \infty. Which one of the following options is…MCQ · +1 marks · Easy
  2. Set 1 Q16If u(t)u(t) is the unit step function, then the region of convergence (ROC) of the Laplace transform of the signal x(t)=et2[u(t1)u(t10)]x(t) = e^{t^2} [u(t - 1) - u(t - 10)] isMCQ · +1 marks · Medium
  3. Set 1 Q33Let X(ω)X(\omega) be the Fourier transform of the signal x(t)=et4cost,<t<x(t) = e^{-t^4} \cos t, -\infty < t < \infty. The value of the derivative of X(ω)X(\omega) at…NAT · +1 marks · Medium
  4. Set 1 Q37The input x(t)x(t) and the output y(t)y(t) of a system are related as y(t)=etteτx(τ)dτ,<t<.y(t) = e^{-t} \int_{-\infty}^{t} e^{\tau} x(\tau) d\tau, \quad -\infty < t < \infty. The…MCQ · +2 marks · Medium
  5. Set 1 Q38Consider the discrete-time systems T1T_1 and T2T_2 defined as follows: {T1x}[n]=x[0]+x[1]++x[n]\{T_1 x\}[n] = x[0] + x[1] + \dots + x[n]MCQ · +2 marks · Medium
  6. Set 1 Q39If the Z-transform of a finite-duration discrete-time signal x[n]x[n] is X(z)X(z), then the Z-transform of the signal y[n]=x[2n]y[n] = x[2n] isMCQ · +2 marks · Medium
  7. Set 1 Q53If the energy of a continuous-time signal x(t)x(t) is EE and the energy of the signal 2x(2t1)2x(2t - 1) is cEcE, then cc is _____ (rounded off to 1 decimal place).NAT · +2 marks · Medium

GATE EE 20238 questions

  1. Set 1 Q17A continuous-time system that is initially at rest is described by dy(t)dt+3y(t)=2x(t),\frac{dy(t)}{dt} + 3y(t) = 2x(t), where x(t)x(t) is the input voltage and y(t)y(t) is the…MCQ · +1 marks · Easy
  2. Set 1 Q18The Fourier transform X(ω)X(\omega) of the signal x(t)x(t) is given by X(ω)=1, for ω<WoX(\omega) = 1, \text{ for } |\omega| < W_o =0, for ω>W0= 0, \text{ for } |\omega| > W_0 Which…MCQ · +1 marks · Medium
  3. Set 1 Q19The Z-transform of a discrete signal x[n]x[n] is X(z)=4z(z12)(z3)X(z) = \frac{4z}{(z-\frac{1}{2})(z-3)} with ROC = R . Which one of the following statements is true?MCQ · +1 marks · Easy
  4. Set 1 Q27Which of the following statement(s) is/are true?MSQ · +1 marks · Medium
  5. Set 1 Q31For the signals x(t)x(t) and y(t)y(t) shown in the figure, z(t)=x(t)y(t)z(t) = x(t) * y(t) is maximum at t=T1t = T_1. Then T1T_1 in seconds is ___________ (Round off to the…NAT · +1 marks · Medium
  6. Set 1 Q49The period of the discrete-time signal x[n]x[n] described by the equation below is N = \text{__________} (Round off to the nearest integer).…NAT · +2 marks · Medium
  7. Set 1 Q50The discrete-time Fourier transform of a signal x[n]x[n] is X(Ω)=(1+cosΩ)ejΩX(\Omega) = (1 + \cos\Omega)e^{-j\Omega}. Consider that xp[n]x_p[n] is a periodic signal of period…NAT · +2 marks · Medium
  8. Set 1 Q63A signal x(t)=2cos(180πt)cos(60πt)x(t) = 2\cos(180\pi t)\cos(60\pi t) is sampled at 200 Hz and then passed through an ideal low pass filter having cut-off frequency of 100 Hz. The…NAT · +2 marks · Medium

GATE EE 20225 questions

  1. Set 1 Q11The transfer function of a real system, H(s)H(s), is given as: H(s)=As+Bs2+Cs+D,H(s) = \frac{As+B}{s^2+Cs+D}, where A,B,CA, B, C and DD are positive constants. This system…MCQ · +1 marks · Medium
  2. Set 1 Q46Let a causal LTI system be governed by the following differential equation y(t)+14dydt=2x(t)y(t) + \frac{1}{4} \frac{dy}{dt} = 2x(t), where x(t)x(t) and y(t)y(t) are the input…MCQ · +2 marks · Easy
  3. Set 1 Q47Let an input x(t)=2sin(10πt)+5cos(15πt)+7sin(42πt)+4cos(45πt)x(t) = 2 \sin(10\pi t) + 5\cos(15\pi t) + 7\sin(42\pi t) + 4\cos(45\pi t) is passed through an LTI system having an impulse response,…MCQ · +2 marks · Medium
  4. Set 1 Q48Consider the system as shown below [figure] where y(t)=x(et)y(t) = x(e^t). The system isMCQ · +2 marks · Medium
  5. Set 1 Q49The discrete time Fourier series representation of a signal x[n]x[n] with period NN is written as x[n]=k=0N1akej(2knπ/N)x[n] = \sum_{k=0}^{N-1} a_k e^{j(2k n \pi/N)}. A discrete…MCQ · +2 marks · Medium

GATE EE 20216 questions

  1. Set 1 Q16If the input x(t)x(t) and output y(t)y(t) of a system are related as y(t)=max(0,x(t))y(t) = \max(0, x(t)), then the system isMCQ · +1 marks · Easy
  2. Set 1 Q17Two discrete-time linear time-invariant systems with impulse responses h1[n]=δ[n1]+δ[n+1]h_1[n] = \delta[n-1] + \delta[n+1] and h2[n]=δ[n]+δ[n1]h_2[n] = \delta[n] + \delta[n-1] are…MCQ · +1 marks · Easy
  3. Set 1 Q41The causal signal with z-transform z2(za)2z^2(z-a)^{-2} is (u[n]u[n] is the unit step signal)MCQ · +2 marks · Easy
  4. Set 1 Q42Let f(t)f(t) be an even function, i.e. f(t)=f(t)f(-t) = f(t) for all tt. Let the Fourier transform of f(t)f(t) be defined as…MCQ · +2 marks · Medium
  5. Set 1 Q53Consider a continuous-time signal x(t)x(t) defined by x(t)=0x(t)=0 for t>1|t|>1, and x(t)=1tx(t)=1-|t| for t1|t| \leq 1. Let the Fourier transform of x(t)x(t) be defined as…NAT · +2 marks · Medium
  6. Set 1 Q58The waveform shown in solid line is obtained by clipping a full-wave rectified sinusoid (shown dashed). The ratio of the RMS value of the full-wave rectified…NAT · +2 marks · Hard

GATE EE 20208 questions

  1. Set 1 Q13Which of the following statements is true about the two sided Laplace transform?MCQ · +1 marks · Medium
  2. Set 1 Q14Consider a signal x[n]=(12)n1[n]x[n] = \left(\frac{1}{2}\right)^n 1[n], where 1[n]=01[n] = 0 if n<0n < 0, and 1[n]=11[n] = 1 if n0n \geq 0. The zz-transform of x[nk]x[n - k], k>0k > 0MCQ · +1 marks · Easy
  3. Set 1 Q16xRx_R and xAx_A are, respectively, the rms and average values of x(t)=x(tT)x(t) = x(t - T), and similarly, yRy_R and yAy_A are, respectively, the rms and average…MCQ · +1 marks · Easy
  4. Set 1 Q20Consider a linear time-invariant system whose input r(t)r(t) and output y(t)y(t) are related by the following differential equation:…MCQ · +1 marks · Easy
  5. Set 1 Q47Suppose for input x(t)x(t) a linear time-invariant system with impulse response h(t)h(t) produces output y(t)y(t), so that x(t)h(t)=y(t)x(t) * h(t) = y(t). Further, if…MCQ · +2 marks · Medium
  6. Set 1 Q48The causal realization of a system transfer function H(s)H(s) having poles at (2,1),(2,1)(2, -1), (-2, 1) and zeroes at (2,1),(2,1)(2, 1), (-2, -1) will beMCQ · +2 marks · Medium
  7. Set 1 Q49Which of the following options is true for a linear time-invariant discrete time system that obeys the difference equation:…MCQ · +2 marks · Medium
  8. Set 1 Q51A stable real linear time-invariant system with single pole at pp, has a transfer function H(s)=s2+100spH(s) = \frac{s^2+100}{s-p} with a dc gain of 5. The smallest…MCQ · +2 marks · Medium

GATE EE 20195 questions

  1. Set 1 Q11The inverse Laplace transform of H(s)=s+3s2+2s+1H(s) = \frac{s+3}{s^2+2s+1} for t0t \geq 0 isMCQ · +1 marks · Easy
  2. Set 1 Q16A system transfer function is H(s)=a1s2+b1s+c1a2s2+b2s+c2H(s) = \frac{a_1 s^2 + b_1 s + c_1}{a_2 s^2 + b_2 s + c_2}. If a1=b1=0a_1 = b_1 = 0, and all other coefficients are positive, the…MCQ · +1 marks · Easy
  3. Set 1 Q17The symbols, aa and TT, represent positive quantities, and u(t)u(t) is the unit step function. Which one of the following impulse responses is NOT the…MCQ · +1 marks · Medium
  4. Set 1 Q23The output response of a system is denoted as y(t)y(t), and its Laplace transform is given by Y(s)=10s(s2+s+1002)Y(s) = \frac{10}{s(s^2+s+100\sqrt{2})} The steady state value…MCQ · +1 marks · Easy
  5. Set 1 Q38A periodic function f(t)f(t), with a period of 2π2\pi, is represented as its Fourier series,…MCQ · +2 marks · Medium

GATE EE 20184 questions

  1. Set 1 Q26A continuous-time input signal x(t)x(t) is an eigenfunction of an LTI system, if the output isMCQ · +1 marks · Easy
  2. Set 1 Q48Consider the two continuous-time signals defined below:…MCQ · +2 marks · Medium
  3. Set 1 Q49The signal energy of the continuous-time signal x(t)=[(t1)u(t1)][(t2)u(t2)][(t3)u(t3)]+[(t4)u(t4)]x(t) = [(t-1)u(t-1)] - [(t-2)u(t-2)] - [(t-3)u(t-3)] + [(t-4)u(t-4)] isMCQ · +2 marks · Medium
  4. Set 1 Q50The Fourier transform of a continuous-time signal x(t)x(t) is given by X(ω)=1(10+jω)2,<ω<X(\omega) = \frac{1}{(10 + j\omega)^2}, -\infty < \omega < \infty where…NAT · +2 marks · Medium

GATE EE 20177 questions

  1. Set 1 Q3Let z(t)=x(t)y(t)z(t) = x(t) * y(t), where "*" denotes convolution. Let cc be a positive real-valued constant. Choose the correct expression for z(ct)z(ct).MCQ · +1 marks · Medium
  2. Set 1 Q6The transfer function of a system is given by, Vo(s)Vi(s)=1s1+s\frac{V_o(s)}{V_i(s)} = \frac{1 - s}{1 + s} Let the output of the system be…MCQ · +2 marks · Medium
  3. Set 1 Q7Consider the system with following input-output relation y[n]=(1+(1)n)x[n]y[n] = (1 + (-1)^n) x[n] where, x[n]x[n] is the input and y[n]y[n] is the output. The system isMCQ · +2 marks · Medium
  4. Set 1 Q16Consider g(t)={tt,t0tt,otherwiseg(t) = \begin{cases} t - \lfloor t \rfloor, & t \geq 0 \\ t - \lceil t \rceil, & \text{otherwise} \end{cases}, where tRt \in \mathbb{R}. Here,…NAT · +1 marks · Medium
  5. Set 1 Q30Let a causal LTI system be characterized by the following differential equation, with initial rest condition…MCQ · +1 marks · Easy
  6. Set 1 Q31Let the signal x(t)=k=+(1)kδ(tk2000)x(t) = \sum_{k=-\infty}^{+\infty} (-1)^k \delta\left(t - \frac{k}{2000}\right) be passed through an LTI system with frequency response…MCQ · +1 marks · Medium
  7. Set 1 Q50For a system having transfer function G(s)=s+1s+1G(s) = \frac{-s + 1}{s + 1}, a unit step input is applied at time t=0t = 0. The value of the response of the system at…NAT · +2 marks · Easy

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