Transfer Functions

The transfer function \(\mathbf{H}(\omega)\) (also called the network function) is a useful analytical tool for finding the frequency response of a circuit. The frequency response of a circuit is the plot of the circuit’s transfer function \(\mathbf{H}(\omega)\) versus \(\omega\), with \(\omega\) varying from \(\omega = 0\) to \(\omega = \infty\).

A transfer function is the frequency-dependent ratio of a forced function to a forcing function (or of an output to an input). The transfer function of a network describes how the output behaves with respect to the input.

The transfer function \(\mathbf{H}(\omega)\) of a circuit is the frequency-dependent ratio of a phasor output \(\mathbf{Y}(\omega)\) (an element voltage or current) to a phasor input \(\mathbf{X}(\omega)\) (source voltage or current), assuming all initial conditions are zero.

\(\boxed{\mathbf{H}(\omega) = H(\omega)\angle\phi = \frac{\mathbf{Y}(\omega)}{\mathbf{X}(\omega)}}\)

where \(H(\omega)\) is the magnitude, \(\phi\) is the phase, and \(\omega\) is the angular frequency.

Since the input and output can be either voltage \(\mathbf{V}\) or current \(\mathbf{I}\) at any place in the circuit, there are four possible transfer functions.

\(\boxed{\mathbf{H}(\omega) = \textrm{Voltage Gain} = \frac{\mathbf{V}_{o}(\omega)}{\mathbf{V}_{i}(\omega)}}\)

\(\boxed{\mathbf{H}(\omega) = \textrm{Current Gain} = \frac{\mathbf{I}_{o}(\omega)}{\mathbf{I}_{i}(\omega)}}\)

\(\boxed{\mathbf{H}(\omega) = \textrm{Transfer Impedance} = \frac{\mathbf{V}_{o}(\omega)}{\mathbf{I}_{i}(\omega)}}\)

\(\boxed{\mathbf{H}(\omega) = \textrm{Transfer Admittance} = \frac{\mathbf{I}_{o}(\omega)}{\mathbf{V}_{i}(\omega)}}\)

where subscripts \(i\) and \(o\) denote input and output values, respectively.

To obtain the transfer function \(\mathbf{H}(\omega)\), first obtain the frequency-domain equivalent of the circuit by replacing resistors, inductors, and capacitors with their impedances. Then use any circuit techniques to obtain the transfer function. The frequency response of the circuit can be obtained by plotting the magnitude and phase of the transfer function as the frequency varies.

A transfer function \(\mathbf{H}(\omega)\) can be expressed in terms of its numerator polynomial \(\mathbf{N}(\omega)\) and denominator polynomial \(\mathbf{D}(\omega)\).

\(\boxed{\mathbf{H}(\omega) = \frac{\mathbf{N}(\omega)}{\mathbf{D}(\omega)}}\)

where \(\mathbf{N}(\omega)\) and \(\mathbf{D}(\omega)\) are not necessarily the same expressions for the input and output functions, respectively.

The roots of \(\mathbf{N}(\omega) = 0\) are called the zeros of \(\mathbf{H}(\omega)\), and the roots of \(\mathbf{D}(\omega) = 0\) are the poles of \(\mathbf{H}(\omega)\).

A zero, as a root of numerator polynomial \(\mathbf{N}(\omega)\), is a value for which the transfer function \(\mathbf{H}(\omega)\) is zero. A pole, as a root of denominator polynomial \(\mathbf{D}(\omega)\), is a value for which the transfer function \(\mathbf{H}(\omega)\) is infinite.

To avoid complex algebra, it is expedient to replace \(j\omega\) temporarily with \(s\) when working with \(\mathbf{H}(\omega)\) and replace \(s\) with \(j\omega\) at the end.

In general, a transfer function \(\mathbf{H}(\omega)\) in the s-domain can be expressed in the form

\(\boxed{\mathbf{H}(s) = \frac{\mathbf{N}(s)}{\mathbf{D}(s)} = K\frac{(s - z_1)(s - z_2)\cdots(s - z_m)}{(s - p_1)(s - p_2)\cdots(s - p_n)}}\)

where \((s = \sigma + j\omega)\) is the complex frequency, K is a constant, \(z_1,\,z_2,\,\dots,\,z_m\) are the zeros of the transfer function, and \(p_1,\,p_2,\,\dots,\,p_n\) are the poles of the transfer function.

The complex frequency \(s\)-plane plot of the poles and zeros graphically portrays the character of the natural transient response of the system.

Links to this page
  • Time Response of Second-Order System

    The closed-loop poles of the second-order transfer function \(G(s)\) are

  • Second-Order Systems

    Solving for the poles of the general second-order transfer function,

    The closed-loop transfer function \(C(s)/R(s)\) of the second-order system,

    which can be graphically represented on the \(s\)-plane plot or pole-zero map.

  • Control Systems

    If the feedback transfer function \(H(s)\) is unity, then the open-loop transfer function and the feedforward transfer function are the same.

    The block diagram of a closed-loop control system. The role of the feedback element whose transfer function is \(H(s)\) is to modify the output \(C(s)\) before it is compared with the input \(R(s)\). In most cases, the feedback element is a sensor that measures the output of the plant (process) \(G(s)\). The output \(C(s)\) of the sensor is compared with the system input \(R(s)\), and the actuating error signal \(E(s)\) is generated.

    The transfer function relating \(C(s)\) to \(R(s)\) is called the closed-loop transfer function (CLTF). It relates the closed-loop system dynamics to the dynamics of the feedforward elements and feedback elements.

  • Bode Plots

    Since transfer function is a complex number, \(\displaystyle \mathbf{H}(\omega) = H(\omega)\angle\phi(\omega) = \textrm{Re}\left[\mathbf{H}(\omega)\right] + j\,\textrm{Im}\left[\mathbf{H}(\omega)\right]\).

    The frequency range required in frequency response is often so wide that it is inconvenient to use a linear scale for the frequency axis. For these reason, it has become standard practice to plot the transfer function on a pair of semilogarithmic plots: The magnitude in decibels is plotted against the logarithm of the frequency; on a separate plot, the phase in degrees is plotted against the logarithm of the frequency.

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