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Relevance of analog filters; frequency scaling

Short answer

Analog filters are crucial for anti-aliasing/reconstruction, RF front-ends, low-power real-time applications, and handling high power. Active: gain, no inductors, limited MHz; passive: insertion loss, works at GHz, high power. Frequency scaling: divide L and C by kf = ω_new/ω_old, keep R unchanged.

Discuss the reasons why analog filter design remains relevant in the modern digital era despite rapid advancements in the digital signal processing. Support your answer with suitable examples of real-world applications. Compare active and passive filters. What is frequency scaling? Explain with necessary derivations.

Why analog filters are still relevant

Digital filters need an ADC and DAC, and the analog world is always at the input and output, so analog filters remain essential:

  • Anti-aliasing and reconstruction: every ADC needs an analog low-pass filter before it (to remove components above fs/2f_s/2), and every DAC needs a smoothing filter after it. Example: audio codecs, data acquisition cards.
  • High frequencies: RF and microwave signals (GHz) in mobile phones, Wi-Fi and radar are filtered with LC, SAW/BAW or cavity filters, because ADCs at such rates are costly or not available.
  • Low power and real time: analog filters have no sampling delay and use very little power, useful in hearing aids, wearable sensors and implanted medical devices.
  • Power and EMI: mains EMI filters, harmonic filters in power systems and ripple filters in power supplies handle large currents that DSP cannot.
  • Dynamic range: a front-end filter removes strong out-of-band interferers before they saturate the ADC (e.g. receiver preselectors, ECG front ends).

Active vs passive filters

Active filterPassive filter
Uses R, C and op-amps (or transistors)Uses only R, L, C
Can give gain (> 0 dB)No gain; has insertion loss
No inductors needed; small, IC-friendlyInductors are large and heavy at low frequency
Needs a DC power supplyNo power supply
High input, low output impedance; easy cascadingLoading between stages
Limited by op-amp bandwidth (up to about MHz)Works up to hundreds of MHz/GHz
Limited signal swing, adds noiseHandles large power, low noise

Frequency scaling

Frequency scaling moves the frequency response of a filter to a new frequency without changing its shape or impedance level. It is used to convert a normalized (1 rad/s) design to the required cut-off frequency.

Let kf=ωnew/ωoldk_f = \omega_{new}/\omega_{old}. The new network must have at kfωk_f\omega the same impedance as the old one at ω\omega:

j(kfω)L′=jωL⇒L′=Lkf1j(kfω)C′=1jωC⇒C′=CkfR′=R\begin{aligned} j(k_f\omega)L' = j\omega L &\Rightarrow L' = \frac{L}{k_f} \\ \frac{1}{j(k_f\omega)C'} = \frac{1}{j\omega C} &\Rightarrow C' = \frac{C}{k_f} \\ R' &= R \end{aligned}

and T′(s)=T(s/kf)T'(s) = T(s/k_f). Example: a 1 rad/s prototype with LL = 1 H and CC = 2 F, scaled to 10310^3 rad/s, becomes LL = 1 mH and CC = 2 mF.

✓ Answer checked by Claude Sonnet 5.5

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