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APPENDIX


                  Frequency response

                  analysis of linear systems                              E







                  E.1 Frequency response theory
                  The frequency response of a linear time-invariant system is defined as the response of
                  a selected system output resulting from a sinusoidal perturbation in a selected system
                  input. The output of a linear system to a sinusoidal input is also a sinusoidal function
                  with the same frequency as the input sinusoid, but shifted by phase angle, Φ. The
                  ratio of the amplitude of the output sinusoidal function to the amplitude of the input
                  sinusoidal function, and the phase angle completely define the frequency response of
                  the system. After perturbing the system by a sine function of a certain frequency, an
                  initial, non-sinusoidal output occurs. After initial transient components decay, a con-
                  tinuing sinusoidal output occurs. This approach is valid only for stable systems; that
                  is for systems with all the poles of the transfer function with negative real parts.
                     The frequency response function is widely used in the study of linear systems, in
                  system design to achieve desired characteristics, and in the stability analysis of linear
                  systems. Certain frequency domain parameters can be directly related to system char-
                  acteristics in the time domain. In addition, the frequency domain analysis can provide
                  quick insight into the dynamic nature of a system by interpreting the significance of the
                  magnitude and/or phase in certain frequency bands. The basic contributions to this area
                  ofsystemsanalysisweremadebyBode,Nyquist,Nichols,andothers[1].Bodeplotsare
                  themostcommongraphicaldepictionsofasystem’sfrequencyresponse.Theyshowthe
                  response magnitude versus frequency (plotted on a log-log scale); and phase angle ver-
                  sus frequency (plotted on a semi-log scale) with the phase angle in degrees.
                     Now, let us show how frequency responses are calculated. Consider the transfer
                  function, G(s), of a stable system [2]. See Fig. E.1

                                                    δYsðÞ
                                              GsðÞ ¼                             (E.1)
                                                    δXsðÞ
                                            δYsðÞ ¼ GsðÞδXsðÞ                    (E.2)



                                   dx(t)                       dy(t)
                              Input               G(s)              Output
                                  dX(s)                        dY(s)

                  FIG. E.1
                  An open-loop system with transfer function G(s).
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