First-Order Systems and Frequency Response

Graduate Depth 88 in the knowledge graph I know this Set as goal
first-order-systems transient-response steady-state

Core Idea

First-order systems H(s) = ω_n/(s + ω_n) have a single pole at s = -ω_n. Time-domain response includes exponential approach to steady state with time constant τ = 1/ω_n. Frequency response has -20 dB/decade rolloff above the corner frequency ω_n; -45° phase shift at ω_n.

Explainer

A first-order system is the simplest dynamic system that responds to changes over time — one energy storage element, one pole, one time constant. Physical examples are everywhere: an RC circuit charging a capacitor, a thermometer reaching thermal equilibrium, a damper resisting velocity, a liquid level in a tank with a drain. You already know from transfer function theory that a pole at s = −ω_n means the system's natural response is e^(−ω_n t) — a decaying exponential. The time constant τ = 1/ω_n is the single number that characterizes how fast: after one time constant, the response has reached 63% of its final value; after five time constants, it is effectively at steady state (99.3%).

The step response is the most intuitive window into first-order behavior. Apply a unit step input and the output rises as y(t) = 1 − e^(−t/τ). The initial slope of this curve at t = 0 equals 1/τ — the steeper the initial rise, the faster the system. A fast system (small τ, large ω_n, pole far left in the complex plane) tracks the input almost immediately. A slow system (large τ, pole close to the origin) responds sluggishly. The pole location on the negative real axis is the geometric representation of this speed: distance from the origin equals ω_n equals 1/τ.

Now evaluate the same transfer function on the imaginary axis by substituting s = jω to get H(jω). The magnitude is |H(jω)| = ω_n / √(ω² + ω_n²). At low frequencies ω << ω_n, the denominator is dominated by ω_n, and |H| ≈ 1 (0 dB) — signals pass through unattenuated. At high frequencies ω >> ω_n, the denominator grows as ω and |H| ≈ ω_n/ω — magnitude falls at −20 dB per decade, or a factor of 10 for every decade increase in frequency. The corner frequency ω_n (or equivalently f_n = ω_n/2π) is the transition point where magnitude is exactly 1/√2 = −3 dB. The phase of H(jω) is −arctan(ω/ω_n), starting at 0° at DC and approaching −90° at very high frequencies, with exactly −45° at ω = ω_n. This −45° at the corner frequency is a diagnostic: if you apply a sinusoid at the corner frequency and measure 45° phase lag in the output, you have measured the pole location directly.

Together, the time-domain picture (time constant, exponential approach) and frequency-domain picture (−3 dB corner, −20 dB/decade rolloff, −45° phase at corner) are two faces of the same fact: the single pole at s = −ω_n. Every parameter is interchangeable — measure any one and you know all the others. First-order systems are also the building block from which more complex systems are assembled: a cascade of two first-order sections gives a second-order system with a pair of poles; a feedback loop around a first-order plant creates a new first-order closed-loop system with a different pole location. Mastering this single-pole case thoroughly makes every more complex system easier to decompose and understand.

Practice Questions 5 questions

Prerequisite Chain

Counting to 10Counting to 20Understanding ZeroThe Number ZeroCounting to FiveOne-to-One CorrespondenceCombining Small Groups Within 5Addition Within 10Addition Within 20Two-Digit Addition Without RegroupingTwo-Digit Addition with RegroupingAddition Within 100Repeated Addition as MultiplicationMultiplication Facts Within 100Division as Equal SharingDivision as Grouping (Measurement Division)Division: Grouping (Repeated Subtraction) ModelDivision: Fair Sharing ModelDivision as Equal SharingDivision as GroupingBasic Division FactsDivision Facts Within 100Two-Digit by One-Digit DivisionDivision with RemaindersRemainders and Quotients in DivisionDivision Word ProblemsIntroduction to Long DivisionFactors and MultiplesPrime and Composite NumbersEquivalent FractionsRelating Fractions and DecimalsDecimal Place ValueReading and Writing DecimalsComparing and Ordering DecimalsAdding and Subtracting DecimalsMultiplying DecimalsDividing DecimalsDividing FractionsMixed Number ArithmeticOrder of OperationsInteger Order of OperationsVariable ExpressionsCombining Like TermsOne-Step EquationsTwo-Step EquationsSolving Multi-Step EquationsEquations with Variables on Both SidesAngle Pairs: Complementary, Supplementary, and VerticalParallel Lines and TransversalsCorresponding AnglesAlternate Interior AnglesTriangle Angle Sum TheoremExterior Angle TheoremTriangle Inequality TheoremSimilar Triangles: AA SimilaritySimilar Triangles: SSS and SAS SimilarityProportions in Similar TrianglesRight Triangle Trigonometry IntroductionTrigonometric Ratios ReviewRadian MeasureConverting Between Degrees and RadiansThe Unit CircleGraphing Sine and CosineGraphing Tangent and Reciprocal Trigonometric FunctionsDerivatives of Trigonometric FunctionsAntiderivativesIndefinite IntegralsBasic Integration RulesRiemann SumsDefinite Integral DefinitionFundamental Theorem of Calculus Part 1Fundamental Theorem of Calculus Part 2U-SubstitutionIntegration by PartsSeparable Differential EquationsIntegrating Factor Method for First-Order Linear ODEsFirst-Order Linear Ordinary Differential EquationsSecond-Order Linear Homogeneous Differential EquationsCharacteristic Equation Method for Linear ODEsComplex Roots and Oscillatory SolutionsSpring-Mass Systems and Mechanical VibrationsResonance and Damping in Forced VibrationsRLC Circuit Applications of Differential EquationsIntroduction to Differential EquationsLaplace Transform: Fundamentals and PropertiesLaplace Transform Properties and Inverse TransformTransfer Function, Poles, and ZerosFrequency Response: Magnitude and PhaseFirst-Order Systems and Frequency Response

Longest path: 89 steps · 363 total prerequisite topics

Prerequisites (2)

Leads To (0)

No topics depend on this one yet.