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MAE 4182October 28, 2026← Back to the lesson

October 28 · Time and frequency response

Optional homework

Read the curves. Connect the same system in both domains.

Six questions on the material through the matched time- and frequency-response comparison. Work on paper, or use the notes boxes. Try each question before opening its worked solution.

Swipe graphs sideways to see the full axes.

01

Read three frequency specifications.

Use the graph to estimate (a) Mᵣ, (b) ωᵣ, and (c) BW. State units where needed.

Read the resonant peak, resonant frequency and bandwidthAmplitude ratio against input frequency on a logarithmic horizontal axis. The low-frequency gain is one. A dashed horizontal line marks 0.707 of that gain. Read the peak height, its frequency, and the downward crossing of the dashed line.00.511.50.20.512461020400.707 × low-frequency gainAmplitude ratio |G(iω)|ω (rad/s) · log scale
The system is in the standard second-order form below, with low-frequency gain 1. Estimate values from the graph.
Worked solution
  1. The curve peaks at about 1.36, so Mᵣ ≈ 1.36. This is an amplitude ratio, not a frequency.
  2. The frequency directly below that peak is about 3.3 rad/s, so ωᵣ ≈ 3.3 rad/s.
  3. Follow the falling curve to the 0.707 line, then read its frequency: BW ≈ 5.5 rad/s.
  4. To check the graph, its model has ωₙ = 4 rad/s and ζ = 0.4. The supplied formulas give
    Mᵣ = 1 divided by 2(0.4)√(1 − 0.4²) ≈ 1.364,
    ωᵣ = 4√(1 − 2(0.4)²) ≈ 3.298 rad/s,
    BW = 4√[0.68 + √1.4624] ≈ 5.498 rad/s.
    Small differences from reading the plotted curve are expected.

Why: peak height, peak location and the 0.707 crossing describe three different features of the same curve.

Watch for: BW is a frequency. It is not the gain value 0.707, and it is not the resonant frequency.

02

Keep the damping ratio fixed; change the natural frequency.

GA(s) = 9 divided by s2 + 3s + 9,   GB(s) = 36 divided by s2 + 6s + 36
  1. Find ωₙ and ζ for each system.
  2. Compare Mₚ and Mᵣ. Which system reaches the same step-response features sooner?
  3. Find the bandwidth of each system. Explain the time/frequency scaling.
Worked solution
  1. Match the constant and s coefficients:
    A:   ωₙ² = 9,   2ζωₙ = 3  ⇒  ωₙ = 3 rad/s,   ζ = 0.5.
    B:   ωₙ² = 36,   2ζωₙ = 6  ⇒  ωₙ = 6 rad/s,   ζ = 0.5.
  2. Both peak measures depend only on ζ:
    Mₚ = e−π(0.5)/√0.75 ≈ 0.163  (16.3%),   Mᵣ = 1 divided by √0.75 ≈ 1.155.
    They are the same for A and B.
  3. At fixed ζ, the standard unit-step response depends on ωₙt. Thus yB(t) = yA(2t): B reaches each corresponding feature in half the time. Its delay, rise and ±5% settling times are half those of A.
  4. The supplied BW formula has ωₙ as an outside multiplier. At ζ = 0.5,
    BWA ≈ 3.816 rad/s,   BWB ≈ 7.632 rad/s.
    B has twice the bandwidth; its frequency curve shifts right by a factor of two.

Why: keeping ζ fixed preserves the curve's shape while ωₙ changes its time and frequency scales.

Watch for: a faster response need not have more overshoot. Here the damping ratios are equal.

03

Keep the natural frequency fixed; change the damping.

GA(s) = 9 divided by s2 + 1.8s + 9,   GB(s) = 9 divided by s2 + 4.8s + 9
  1. Find ωₙ and ζ for each system.
  2. Calculate the percent overshoot, Mᵣ and BW for each.
  3. Which has more overshoot, a larger resonant peak and a larger bandwidth? Explain how the damping change appears in both domains.
Worked solution
  1. Both constant coefficients give ωₙ = 3 rad/s. Matching the s coefficients gives
    ζA = 1.8 divided by 2(3) = 0.3,   ζB = 4.8 divided by 2(3) = 0.8.
  2. Use the overshoot formula for both systems:
    Mₚ,A = e−π(0.3)/√0.91 ≈ 0.3723,   Mₚ,B = e−π(0.8)/0.6 ≈ 0.01516.
    That is about 37.2% for A and 1.52% for B.
  3. A has ζ < 1/√2, so
    Mᵣ,A = 1 divided by 2(0.3)√0.91 ≈ 1.747.
    B has ζ > 1/√2: Mᵣ,B = 1 at ω = 0. It has no resonant peak at a positive frequency.
  4. Substitute each ζ into the supplied BW expression:
    BWA = 3√[0.82 + √1.6724] ≈ 4.361 rad/s,
    BWB = 3√[−0.28 + √1.0784] ≈ 2.613 rad/s.
    B has less overshoot and resonance, but a smaller bandwidth.

Why: damping changes both the step-response shape and the frequency-response peak, even with the same ωₙ.

Watch for: underdamped (ζ < 1) does not automatically mean a positive-frequency resonant peak. Its threshold is ζ < 1/√2.

04

Measure a step response carefully.

The input steps from 0 to 1 at t = 0. The measured output has final value 1. The first crossings and later observations are:

ObservationMeasured value
First 10%, 50%, 90% crossingst₁₀ = 0.10 s; t₅₀ = 0.25 s; t₉₀ = 0.50 s
Peak output value1.20
First entry into the ±5% band1.10 s
Leaves the band again1.25 s
Last entry; stays inside afterward1.60 s

Find td, tr, percent overshoot, and ts. Explain which band entry determines settling time.

Worked solution
  1. The first 50% crossing is 0.25 s, so td = 0.25 s.
  2. Rise time is the interval between the first 10% and 90% crossings:
    tᵣ = t₉₀ − t₁₀ = 0.50 − 0.10 = 0.40 s.
  3. The peak output value is 1.20 and the final value is 1:
    Mₚ = 1.20 − 1 divided by 1 = 0.20 = 20%.
    The peak value alone does not tell us the time at which the peak occurred.
  4. The ±5% band is [0.95, 1.05]. The output first enters at 1.10 s but leaves again at 1.25 s. Only after 1.60 s does it remain inside, so ts = 1.60 s.

Why: these measurements use the observed crossings and levels directly; no fitted second-order model is needed.

Watch for: entering the band once is not enough. Settling time requires the response to stay there.

05

Match the time and frequency clues.

These are the same three systems in both panels. A and B have the same ζ. A and C have the same ωₙ.

A
B
C
Time domain · unit-step response
00.511.50123456Output y(t)±5% bandABCTime (s)
Frequency domain · magnitude response
0120.1110100Amplitude ratio |G(iω)|0.707ABCω (rad/s) · log scale
  1. A or B: which has the larger ωₙ? Give one time-domain clue and one frequency-domain clue.
  2. A or C: which has the smaller ζ? Use overshoot and resonant peak height.
  3. Could settling time alone establish both answers? Explain briefly.
Worked solution
  1. B has the larger ωₙ. A and B have the same ζ: their step overshoot and resonant peak height match. B's step response is faster, and its frequency-response features lie at higher frequencies.
  2. A has the smaller ζ. Compared with C at the same ωₙ, A has more step overshoot and a taller resonant peak. Both clues support the same damping comparison.
  3. With ζ fixed, a shorter settling time helps identify the larger ωₙ for A and B. It cannot determine both answers: at fixed ωₙ, settling time is not monotonic in ζ. Use overshoot and resonant peak height to compare A and C.

Why: the same ωₙ and ζ shape both plots; matching the two views gives more evidence than one feature alone.

Watch for: peak height and peak frequency are different. A taller peak points to smaller damping; a horizontal shift with unchanged shape points to a changed frequency scale.

06

Use bandwidth to interpret sinusoidal motion.

A stable LTI low-pass system has low-frequency gain 1. Its magnitude crosses the 0.707 level once on the falling curve. For r(t) = 10 sin(ωt) cm, use these measured amplitude ratios:

ω (rad/s)|G(iω)|
20.95
80.707
300.10
  1. Find the steady-state output amplitude at each frequency.
  2. Identify the approximate bandwidth. Which input is followed closely in amplitude, and which is strongly attenuated?
  3. A classmate says “above the bandwidth, the output must be zero.” Use the data to respond.
Worked solution
  1. Multiply each amplitude ratio by the input amplitude, R = 10 cm:
    ω = 2:   Y = 10(0.95) = 9.5 cm,
    ω = 8:   Y = 10(0.707) ≈ 7.07 cm,
    ω = 30:   Y = 10(0.10) = 1.0 cm.
    The output frequency remains 2, 8 or 30 rad/s, respectively.
  2. The low-frequency gain is 1, so its 0.707 level is 0.707. The single downward crossing is at BW ≈ 8 rad/s.
  3. At 2 rad/s the output amplitude is close to the command amplitude. At 30 rad/s it is strongly attenuated. The supplied data establish amplitude following at low frequency; close waveform following would also require a small phase shift.
  4. Bandwidth does not mark a frequency above which the output is zero. At 30 rad/s, above BW, the output amplitude is still 1 cm.

Why: a magnitude plot tells how much of each sinusoidal input amplitude appears at the output after transients have decayed.

Watch for: gain 0.707 means about 70.7% of the input amplitude, not 0.707 cm and not complete rejection.