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DSP - Basic DT Signals
  • 时间:2024-12-22

Digital Signal Processing - Basic DT Signals


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We have seen that how the basic signals can be represented in Continuous time domain. Let us see how the basic signals can be represented in Discrete Time Domain.

Unit Impulse Sequence

It is denoted as δ(n) in discrete time domain and can be defined as;

$$delta(n)=egin{cases}1, & for quad n=0\0, & Otherwiseend{cases}$$ Unit Impulse Sequence

Unit Step Signal

Discrete time unit step signal is defined as;

$$U(n)=egin{cases}1, & for quad ngeq0\0, & for quad n<0end{cases}$$ Unit Step Signal

The figure above shows the graphical representation of a discrete step function.

Unit Ramp Function

A discrete unit ramp function can be defined as −

$$r(n)=egin{cases}n, & for quad ngeq0\0, & for quad n<0end{cases}$$ Unit Ramp Function

The figure given above shows the graphical representation of a discrete ramp signal.

Parabopc Function

Discrete unit parabopc function is denoted as p(n) and can be defined as;

$$p(n) = egin{cases}frac{n^{2}}{2} ,& for quad ngeq0\0, & for quad n<0end{cases}$$

In terms of unit step function it can be written as;

$$P(n) = frac{n^{2}}{2}U(n)$$ Parabopc Function

The figure given above shows the graphical representation of a parabopc sequence.

Sinusoidal Signal

All continuous-time signals are periodic. The discrete-time sinusoidal sequences may or may not be periodic. They depend on the value of ω. For a discrete time signal to be periodic, the angular frequency ω must be a rational multiple of 2π.

Sinusoidal Signal

A discrete sinusoidal signal is shown in the figure above.

Discrete form of a sinusoidal signal can be represented in the format −

$$x(n) = Asin(omega n + phi)$$

Here A,ω and φ have their usual meaning and n is the integer. Time period of the discrete sinusoidal signal is given by −

$$N =frac{2pi m}{omega}$$

Where, N and m are integers.

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