computing:logarithm-db
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| - | ====== Logarithm Scale & dB ====== | ||
| - | ===== Log Scale ===== | ||
| - | A logarithmic scale uses decades (factors of 10) or octaves (factors of 2) to represent vast ranges of data, such as frequency, on a compact graph. Decades, useful for spanning magnitudes (10, 100, 1000 Hz), represent a 10:1 ratio, while octaves (doubling) are common in audio. | ||
| - | * **Decade**: Represents a power of 10 increase (e.g., 10 Hz to 100 Hz is one decade; 100 Hz 1000 Hz is a second decade). Often used in electronics, | ||
| - | * **Octave**: Represents a doubling of frequency (e.g., 100 Hz to 200 Hz is one octave; 200 Hz to 400 Hz is another). Used in audio and vibration analysis, derived from music. | ||
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| - | Octave and decade | ||
| - | An octave is a frequency band from ω1 to ω2 such that | ||
| - | ω2 / ω1 = 2 | ||
| - | There is an increase in decade from ω1 to ω2 when | ||
| - | ω2 / ω1 = 10 | ||
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| - | ===== Motivation for using 20 log10 |H(jω)| ===== | ||
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| - | In communications it is standard to measure power gain in decibels, | ||
| - | |H|dB = 10 log10 (P2/P1) | ||
| - | Since power is the square of voltage, the voltage gain is | ||
| - | |H|dB = 20 log10 (V2/V1) | ||
| - | From now on, we will drop the base of the logarithm; it is understood to be 10. | ||
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| - | Bode plots dB vs. frequency to analyze magnitude and phase Bode Plots and Frequency Response: Logarithmic scales are used to display frequency response over several orders of magnitude. The gain is expressed in decibels dB, calculated as 20*log10|a|), | ||
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| - | Logarithmic plots of H(jω), or Bode diagrams of H(jω), are two graphs: | ||
| - | 1. A plot of 20 log10 |H(jω)| versus the frequency in log scale, that is, versus log10 ω | ||
| - | 2. The phase angle 6 H(jω) versus log10 ω | ||
| - | The standard representation of the logarithmic | ||
| - | magnitude of H(jω) is | ||
| - | 20 log10 |H(jω)| dB | ||
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| - | ===== Formulas ===== | ||
| - | {{ : | ||
computing/logarithm-db.1777907384.txt.gz · Last modified: by oscar
