Transfer function and block diagram algebra
The transfer function H(s) = Y(s)/X(s) describes an LTI system in the Laplace domain. Series blocks multiply; parallel blocks add. For negative unity feedback with forward gain G(s), the closed-loop transfer function is G(s)/(1 + G(s)). Mason's gain formula generalises to complex signal-flow graphs.
Check yourself: Is the feedback sign negative, and have you accounted for every loop?
Routh–Hurwitz stability criterion
Construct the Routh array from the characteristic polynomial's coefficients. The number of sign changes in the first column equals the number of right-half-plane roots. All first-column entries must be positive for all roots to lie in the left half-plane. A zero entry in the first column requires the epsilon method or the auxiliary polynomial.
Check yourself: Have you included every coefficient, including any that are zero?
Root locus
The root locus traces closed-loop pole locations as gain K varies from 0 to ∞. Branches start at open-loop poles and end at open-loop zeros or infinity. The number of branches equals the number of open-loop poles. Asymptote angles and centroid, breakaway points, and jω-axis crossings characterise the locus.
Check yourself: Does the number of branches match the polynomial degree?
Bode plot and frequency-domain analysis
A Bode plot consists of magnitude (in dB) and phase versus log frequency. A simple pole at s = −a contributes −20 dB/decade above ω = a and −45° at ω = a. Gain margin is measured at the phase-crossover frequency; phase margin at the gain-crossover frequency. Both must be positive for stability of a minimum-phase system.
Check yourself: Are you reading gain margin at the frequency where phase is −180°?
State-space representation
State equations ẋ = Ax + Bu and output y = Cx + Du describe an LTI system using matrix notation. The transfer function is C(sI − A)⁻¹B + D. Eigenvalues of A are the system poles. Controllability requires rank [B, AB, …, A^(n−1)B] = n; observability requires rank [C; CA; …; CA^(n−1)] = n.
Check yourself: Do the eigenvalues of A agree with the poles of the transfer function?