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Frequency response. In signal processing and electronics, the frequency response of a system is the quantitative measure of the magnitude and phase of the output as a function of input frequency. [1] The frequency response is widely used in the design and analysis of systems, such as audio and control systems, where they simplify mathematical ...
The red data curve is approximated by the straight black line. In electrical engineering and control theory, a Bode plot / ˈboʊdi / is a graph of the frequency response of a system. It is usually a combination of a Bode magnitude plot, expressing the magnitude (usually in decibels) of the frequency response, and a Bode phase plot, expressing ...
Examples are the cruise control example above, or an audio system, in which the control input is the input audio signal and the output is the sound waves from the speaker. Multiple-input multiple-output (MIMO) – These are found in more complicated systems.
LTI systems can also be characterized in the frequency domain by the system's transfer function, which is the Laplace transform of the system's impulse response (or Z transform in the case of discrete-time systems). As a result of the properties of these transforms, the output of the system in the frequency domain is the product of the transfer ...
The Duffing equation is an example of a dynamical system that exhibits chaotic behavior. Moreover, the Duffing system presents in the frequency response the jump resonance phenomenon that is a sort of frequency hysteresis behaviour.
In mathematics, physics, electronics, control systems engineering, and statistics, the frequency domain refers to the analysis of mathematical functions or signals with respect to frequency (and possibly phase), rather than time, as in time series. [1] Put simply, a time-domain graph shows how a signal changes over time, whereas a frequency ...
Lead–lag compensators influence disciplines as varied as robotics , satellite control, automobile diagnostics, LCDs and laser frequency stabilisation. They are an important building block in analog control systems, and can also be used in digital control. Given the control plant, desired specifications can be achieved using compensators.
Control systems. In control theory the impulse response is the response of a system to a Dirac delta input. This proves useful in the analysis of dynamic systems; the Laplace transform of the delta function is 1, so the impulse response is equivalent to the inverse Laplace transform of the system's transfer function .
These RLC circuit examples illustrate how resonance is related to the frequency response of the system. Specifically, these examples illustrate: How resonant frequencies can be found by looking for peaks in the gain of the transfer function between the input and output of the system, for example in a Bode magnitude plot
The zero-order hold is the hypothetical filter or LTI system that converts the sequence of modulated Dirac impulses xs ( t )to the piecewise-constant signal (shown in Figure 2): The effective frequency response is the continuous Fourier transform of the impulse response. where is the (normalized) sinc function commonly used in digital signal ...