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The impulse response of a continuous-time system is denoted by โ„Ž(๐‘ก)h(t), while for a discrete-time system, it is denoted by โ„Ž[๐‘›]h[n]. Compare the properties of โ„Ž(๐‘ก)h(t) and โ„Ž[๐‘›]h[n] and explain how they differ.

Question

The impulse response of a continuous-time system is denoted by โ„Ž(๐‘ก)h(t), while for a discrete-time system, it is denoted by โ„Ž[๐‘›]h[n]. Compare the properties of โ„Ž(๐‘ก)h(t) and โ„Ž[๐‘›]h[n] and explain how they differ.

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Solution

The impulse response h(t) for a continuous-time system and h[n] for a discrete-time system are both fundamental to understanding the behavior of their respective systems. However, they differ in several key ways due to the inherent differences between continuous and discrete systems.

  1. Domain: The most obvious difference is the domain of the functions. h(t) is defined for all real numbers t, while h[n] is only defined for integer values of n. This reflects the continuous nature of analog signals and the discrete nature of digital signals.

  2. Differential vs. Difference Equations: Continuous-time systems are typically described by differential equations, while discrete-time systems are described by difference equations. This means that h(t) is typically the solution to a differential equation, while h[n] is the solution to a difference equation.

  3. Convolution: In a continuous-time system, the output y(t) is found by convolving the input x(t) with the impulse response h(t). In a discrete-time system, the output y[n] is found by convolving the input x[n] with the impulse response h[n]. The mathematical operation of convolution is similar in both cases, but in the discrete case, it becomes a sum over a finite number of terms rather than an integral over a continuous range.

  4. Stability: For a continuous-time system, the system is stable if the impulse response h(t) is absolutely integrable. For a discrete-time system, the system is stable if the impulse response h[n] is absolutely summable.

  5. Frequency Response: The frequency response of a system is the Fourier Transform of its impulse response. For continuous-time systems, this involves the continuous Fourier Transform of h(t), while for discrete-time systems, this involves the Discrete-Time Fourier Transform (DTFT) of h[n].

In summary, while h(t) and h[n] both serve to characterize the behavior of a system in response to an impulse, the differences between continuous and discrete systems lead to differences in how these functions are defined, calculated, and used.

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Similar Questions

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Determine the equivalent response when two LTI systems with impulse responses ha (t) and hb (t) are cascaded.Group of answer choicesh(t) = ha(t) * hb(t)h(t) = ha(t) โ€“ hb(t)h(t) = ha(t) hb(t)h(t) = ha(t) + hb(t)

Discrete-time signals are _________________Select one:1. Continuous in amplitude and discrete in time2. Discrete in amplitude and discrete in time3. Discrete in amplitude and continuous in time4. Continuous in amplitude and continuous in time

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Discrete-time signals are _________________Select one:1. Discrete in amplitude and continuous in time2. Continuous in amplitude and continuous in time3. Discrete in amplitude and discrete in time4. Continuous in amplitude and discrete in time

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