A topic in the Open Knowledge Graph — a free, open map of 15,290 topics and the order to learn them in.

Logarithmic Plots and Frequency Scales

Graduate Depth 152 in the knowledge graph ☐ I know this ☆ Set as goal
2topics build on this
1,049prerequisites beneath it
See this on the map →
Sinusoidal Response: Magnitude and Phase AngleBode Plot Construction→→Control Loop Design via Bode Plots and Loop Shaping
bode-plot decibel logarithmic-frequency asymptotic-approximation

Core Idea

Logarithmic frequency and magnitude scales compress wide dynamic ranges into manageable plots. Magnitude in decibels is 20 log₁₀|G(jω)| dB; logarithmic frequency enables asymptotic approximations of Bode plots where poles and zeros contribute straight-line segments with slopes of ±20 dB/decade.

Explainer

From your work with sinusoidal frequency response, you know that a system's behavior changes as frequency sweeps from near zero to very high values — filters pass some frequencies and attenuate others, and the gain can vary by factors of thousands. Plotting this on linear axes is nearly useless: a gain of 1000 at low frequency and 0.001 at high frequency would compress all the interesting detail into an unreadable spike at one end. Logarithmic scales solve this by displaying the ratio between values rather than their absolute difference.

The decibel (dB) is the standard unit for log-scale magnitude: magnitude in dB = 20 log₁₀|G(jω)|. The factor of 20 comes from the convention for power ratios (10 log₁₀ for power, 20 log₁₀ for amplitude). Key reference points: 0 dB means unity gain (output = input), +20 dB means a factor of 10 gain, −20 dB means a factor of 10 attenuation, +6 dB ≈ factor of 2, −6 dB ≈ factor of ½. These are worth memorizing because they let you read Bode plots at a glance: a gain that drops from 40 dB to 0 dB spans a factor of 100 in amplitude.

The logarithmic frequency axis creates the key simplification: the gain of a first-order pole or zero — a factor like (1 + jω/ωc) — becomes piecewise linear in dB when plotted against log ω. Below the corner frequency ωc, the term ≈ 1 (0 dB contribution). Above ωc, the term grows like ω/ωc, contributing 20 log₁₀(ω/ωc) dB — a straight line with slope +20 dB/decade (or −20 dB/decade for a pole). These asymptotic approximations let you sketch the entire Bode magnitude plot by hand: start at the DC gain, then add a slope change of ±20 dB/decade at each corner frequency, with the sign determined by whether it is a zero (+) or pole (−). Higher-order poles or zeros contribute multiples: a double pole contributes −40 dB/decade. The approximation is exact at frequencies far from the corner; the maximum error is 3 dB right at the corner frequency itself.

The phase plot does not become piecewise linear in the same clean way, but it does have a useful approximation. Each pole contributes −45° at its corner frequency, transitioning from 0° to −90° over roughly a decade on either side. The full transition spans about two decades (from 0.1ωc to 10ωc). The combination of magnitude and phase asymptotes lets you sketch the complete Bode plot for a transfer function in minutes without numerical computation — which is why Bode plots were developed in the first place, before computers, as a rapid tool for frequency-domain design.

Practice Questions 5 questions

Prerequisite Chain

Understanding Zero → The Number Zero → Counting to Five → Counting to 10 → Counting to 20 → Counting a Set of Objects Up to 20 → Cardinality: The Last Number Counted → Matching Numerals to Quantities → Subitizing Small Quantities → Addition Within 10 → Number Bonds to 10 → Addition Within 20 → Doubles and Near Doubles → Doubles Facts Within 10 → Near Doubles Facts Within 20 → Mental Math Strategies for Addition → Mental Math: Adding and Subtracting Tens → Addition Within 100 → Repeated Addition as Multiplication → Multiplication as Equal Groups → Multiplication: Arrays → Basic Multiplication Facts (0s, 1s, 2s, 5s, 10s) → Multiplication Facts Within 100 → Division as Equal Sharing → Division as Grouping (Measurement Division) → Division: Grouping (Repeated Subtraction) Model → Division: Fair Sharing Model → Division as Equal Sharing → Division as Grouping → Basic Division Facts → Division Facts Within 100 → Multiplication and Division Fact Families → Relationship Between Multiplication and Division → Division Facts as Inverse of Multiplication → Remainders and Quotients in Division → Division Word Problems → Multi-Step Word Problems → Solving Multi-Step Word Problems → Multiplication Word Problems → Division Word Problems → Introduction to Long Division → Factors and Multiples → Prime and Composite Numbers → Equivalent Fractions → Relating Fractions and Decimals → Decimal Place Value → Integers and the Number Line → Comparing and Ordering Integers → Absolute Value → Adding Integers → Subtracting Integers → Multiplying Integers → Dividing Integers → Unit Rates → Proportions → Percent Concept → Converting Between Fractions, Decimals, and Percents → Operations with Rational Numbers → Two-Step Equations → Solving Multi-Step Equations → Equations with Variables on Both Sides → Angle Pairs: Complementary, Supplementary, and Vertical → Parallel Lines and Transversals → Corresponding Angles → Alternate Interior Angles → Triangle Angle Sum Theorem → Exterior Angle Theorem → Triangle Inequality Theorem → Similar Triangles: AA Similarity → Similar Triangles: SSS and SAS Similarity → Proportions in Similar Triangles → Right Triangle Trigonometry Introduction → Sine, Cosine, and Tangent Ratios → Trigonometric Ratios Review → Radian Measure → Converting Between Degrees and Radians → The Unit Circle → Graphing Sine and Cosine → Graphing Tangent and Reciprocal Trigonometric Functions → Derivatives of Trigonometric Functions → Antiderivatives → Indefinite Integrals → Basic Integration Rules → Riemann Sums → Definite Integral Definition → Double Integrals: Definition and Setup → Iterated Integrals and Fubini's Theorem → Double Integrals over Rectangular Regions → Double Integrals over General Regions → Applications of Double Integrals: Area, Mass, and Moments → Triple Integrals in Cartesian Coordinates → Triple Integrals in Cylindrical and Spherical Coordinates → Change of Variables and the Jacobian Determinant → Applications of Triple Integrals: Volume and Mass → Vector Fields and Their Representations → Line Integrals of Vector Fields → Work and Circulation → Line Integrals of Scalar and Vector Functions → Fundamental Theorem for Line Integrals → Conservative Vector Fields → Conservative Vector Fields and Potential Functions → Curl and Divergence of Vector Fields → Curl and Divergence → Divergence Theorem → Electric Flux and Divergence Theorem → Gauss's Law: Integral Form and Meaning → Solving Problems with Gauss's Law → Conductors in Electrostatic Equilibrium → Capacitance and Capacitors → Dielectrics → Dielectric Constant and Relative Permittivity → Electric Field Inside Dielectric Materials → Dielectric Materials and Polarization → Dielectric Susceptibility and Permittivity → Energy Density in Electric Fields → Electric Current and Current Density → Electrical Resistance and Resistivity → Ohm's Law and Circuit Elements → Electromotive Force (EMF) and Batteries → Kirchhoff's Circuit Laws: Voltage and Current → DC Circuit Network Analysis Methods → Transient Response in RC Circuits → RC Circuits → LC and RLC Circuits → AC Circuits: Fundamentals → Impedance and Reactance → AC Power and Resonance → Electromagnetic Waves → Frequency-Dependent Permittivity and Dispersion → Electromagnetic Waves in Anisotropic Media → Birefringence and Dichroism → Wave Plates: Quarter-Wave and Half-Wave Plates → Circular and Elliptical Polarization Production → Polarization States: Linear, Circular, and Elliptical → Linear Superposition of Waves → Superposition Principle in Electrostatics → Electric Field Lines and Visualization → Electric Potential and Potential Energy → Electric Potential and Voltage → Ideal Voltage and Current Sources → Series, Parallel, and Combined Resistor Networks → Voltage Divider Principle and Applications → Kirchhoff's Voltage and Current Laws → Nodal Analysis Method → Linearity, Superposition, and Scaling → AC Steady-State Circuit Analysis → AC Circuit Analysis Using Phasors → AC Power Analysis → Resonance in RLC Circuits → Frequency Response and Bode Plots → Bode Plot Stability Analysis → Bode Plot Construction → Logarithmic Plots and Frequency Scales

Longest path: 153 steps · 1049 total prerequisite topics

Prerequisites (2)

Leads To (1)