Signal and systems miscellaneous


Signal and systems miscellaneous

Signals and Systems

Direction: A continuous time signal X(t) has Fourier transform

X(jω) =
3
1 + ω2

  1. Calculate y(t) =
    d2
    x(t – 1) dt2









  1. View Hint View Answer Discuss in Forum

    If x(t) ← F.T.→ X(jω)

    then
    d
    x(t) ←F.T.→ jω X(jω)
    dx

    and
    d2
    x(t) ←F.T.→ (jω)2 X(jω)
    dt2

    and
    d2
    x(t – 1) ←F.T.→ (jω)2 X(jω) e– jω
    dt2

    Therefore, Y(jω) = – ω2·
    e– jω.jω3
    1 + ω2

    or Y(jω) =
    – je– jω5
    1 + ω2

    Hence, alternative (C) is the correct choice.

    Correct Option: C

    If x(t) ← F.T.→ X(jω)

    then
    d
    x(t) ←F.T.→ jω X(jω)
    dx

    and
    d2
    x(t) ←F.T.→ (jω)2 X(jω)
    dt2

    and
    d2
    x(t – 1) ←F.T.→ (jω)2 X(jω) e– jω
    dt2

    Therefore, Y(jω) = – ω2·
    e– jω.jω3
    1 + ω2

    or Y(jω) =
    – je– jω5
    1 + ω2

    Hence, alternative (C) is the correct choice.


  1. If x(t) ←F.T→
    2 sin ω
    = X(jω), when
    1 + ω

    x(t) =
    1, |t| < 1
    0, otherwise

    then the Fourier transform of signal y(t)











  1. View Hint View Answer Discuss in Forum

    First approach:
    y(t) = x(t) * x(t)
    Y(jω) = X(jω) X(jω)

    =
    2 sin ω
    .
    2 sin ω
    ωω

    =
    4 sin2 ω
    ω2

    Second approach
    Given, waveform
    slope =
    2
    = 1
    2

    If
    y(t) ←F.T.→ Y(jω)
    then
    d2
    y(t) ←F.T.→ (jω)2 Y(jω)
    dt2

    y′′(t) = δ(t + 2) – 2δ(t) + δ(t – 2)
    F{y′′(t)} = ejω2 – 2 + e–jω2
    = 2
    e2jω + e–2jω
    - 2
    2

    = 2.cos 2ω – 2
    = 2(cos 2ω – 1)
    = 2(1 – 2 sin2 ω – 1)
    = 2(– 2 sin2 ω)
    = – 4 sin2 ω
    Now, (– jω)2 Y(jω) = – 4 sin2 ω
    or
    Y(jω) =
    4
    sin2 ω
    ω2

    Hence, alternative (A) is the correct choice.

    Correct Option: B

    First approach:
    y(t) = x(t) * x(t)
    Y(jω) = X(jω) X(jω)

    =
    2 sin ω
    .
    2 sin ω
    ωω

    =
    4 sin2 ω
    ω2

    Second approach
    Given, waveform
    slope =
    2
    = 1
    2

    If
    y(t) ←F.T.→ Y(jω)
    then
    d2
    y(t) ←F.T.→ (jω)2 Y(jω)
    dt2

    y′′(t) = δ(t + 2) – 2δ(t) + δ(t – 2)
    F{y′′(t)} = ejω2 – 2 + e–jω2
    = 2
    e2jω + e–2jω
    - 2
    2

    = 2.cos 2ω – 2
    = 2(cos 2ω – 1)
    = 2(1 – 2 sin2 ω – 1)
    = 2(– 2 sin2 ω)
    = – 4 sin2 ω
    Now, (– jω)2 Y(jω) = – 4 sin2 ω
    or
    Y(jω) =
    4
    sin2 ω
    ω2

    Hence, alternative (A) is the correct choice.



  1. In case of man-made noise—









  1. View Hint View Answer Discuss in Forum

    NA

    Correct Option: C

    NA


  1. Mean of X if
    fx(x) =
    3(1 – x)2; for 0 ≤ x ≤ 1
    0; otherwise









  1. View Hint View Answer Discuss in Forum

    μx = E[X] = xfx(x)dx
    – ∞

    = 1x.3(1 – x) 2dx
    0

    = 31(x – 2x2 + x3)dx
    0

    = 3
    x2
    -
    2x3
    +
    x4
    1
    2340

    = 3
    1
    -
    2
    +
    1
    234

    = 3
    6 - 8 + 3
    =
    1
    124

    Correct Option: C

    μx = E[X] = xfx(x)dx
    – ∞

    = 1x.3(1 – x) 2dx
    0

    = 31(x – 2x2 + x3)dx
    0

    = 3
    x2
    -
    2x3
    +
    x4
    1
    2340

    = 3
    1
    -
    2
    +
    1
    234

    = 3
    6 - 8 + 3
    =
    1
    124



  1. Variance of X if
    fx(x) =
    3(1 – x)2; for 0 ≤ x ≤ 1
    0; otherwise









  1. View Hint View Answer Discuss in Forum

    Variance, σ2 x = E[x2] – (μx)2

    E[x2] = 31x2 (1 – x)2dx
    a

    = 31(x2 – 2x3 + x4)dx
    a

    E[x2] = 3
    x3
    -
    2x4
    +
    x5
    1
    3450

    = 3
    1
    -
    1
    +
    1
    325

    = 3
    10 - 15 + 6
    30

    = 3 × 1/30
    = 1/10
    Now,
    σ2x = 1/10 – (1/4)2
    =
    1
    1
    =
    16 - 10
    1016160

    = 6/160
    = 3/80

    Correct Option: A

    Variance, σ2 x = E[x2] – (μx)2

    E[x2] = 31x2 (1 – x)2dx
    a

    = 31(x2 – 2x3 + x4)dx
    a

    E[x2] = 3
    x3
    -
    2x4
    +
    x5
    1
    3450

    = 3
    1
    -
    1
    +
    1
    325

    = 3
    10 - 15 + 6
    30

    = 3 × 1/30
    = 1/10
    Now,
    σ2x = 1/10 – (1/4)2
    =
    1
    1
    =
    16 - 10
    1016160

    = 6/160
    = 3/80