By which of the following the system response can be tested better?a)R...
Explanation: System response can be best treated with the impulse response as when the input is impulse input then the output is itself the response of the transfer function.
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By which of the following the system response can be tested better?a)R...
Testing the system response is an essential step in the analysis and design of control systems. It helps to evaluate the performance and stability of the system under different input signals. Different types of input signals can be used for system testing, and the choice of input signal can significantly impact the accuracy and reliability of the test results.
The correct answer to the given question is option 'C' - Unit impulse input signal. This answer is based on the characteristics of the unit impulse signal and its ability to provide valuable information about the system's response.
Unit Impulse Input Signal:
The unit impulse input signal, also known as the Dirac delta function, is a mathematical function that is defined as zero for all values of time except at t = 0, where it becomes infinite. In practice, the unit impulse signal is approximated using a narrow pulse of very short duration and unit area. It is represented by the symbol δ(t).
Advantages of Unit Impulse Input Signal for System Testing:
1. Frequency Analysis: The unit impulse signal contains all frequencies in its spectrum. When it is applied as an input to the system, the system's frequency response can be analyzed by observing the output signal's spectrum. This helps in understanding how the system behaves at different frequencies and identifying any frequency-related issues such as resonance or instability.
2. System Identification: The unit impulse response of a system represents its behavior when subjected to a unit impulse input. By convolving the unit impulse response with any arbitrary input signal, the system's output can be predicted accurately. This property is particularly useful for system identification, where the characteristics of an unknown system need to be determined.
3. Stability Analysis: The unit impulse response of a stable system decays over time, indicating that the system settles to a steady-state condition. By observing the decay behavior of the output signal, the stability of the system can be assessed. If the output signal does not decay or exhibits oscillatory behavior, it suggests instability in the system.
4. Time-Domain Analysis: The unit impulse input signal provides valuable information about the system's behavior in the time domain. It helps in understanding how the system responds to instantaneous changes and how it affects the output signal's shape, magnitude, and transient characteristics.
Conclusion:
The unit impulse input signal is considered a powerful tool for testing and analyzing system responses. It provides information about the system's frequency response, stability, time-domain behavior, and can be used for system identification. Therefore, it is the best choice among the given options for testing the system response.
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