Continuous Signals - Unit Impulse, Unit Step, and Sine Functions with MATLAB Implementations
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Unit impulse, unit step, and sine functions represent fundamental examples of continuous signals in signal processing. In MATLAB, these signals can be implemented using the following expressions and approaches:
- Unit Impulse Function: The `dirac(t)` function generates a Dirac delta function, which is mathematically infinite at t=0 and zero elsewhere. For practical implementations, use `t==0` to create a discrete approximation or the Control System Toolbox's `impulse()` function for system response analysis.
- Unit Step Function: Implement using `heaviside(t)` which returns 0 for t<0, 0.5 for t=0, and 1 for t>0. Alternatively, create a custom implementation with `double(t>=0)` for a basic step function without the 0.5 value at origin.
- Sine Function: Use `sin(t)` for standard sinusoidal signals, where 't' represents the time vector. For complete signal generation, combine with frequency and amplitude parameters: `A*sin(2*pi*f*t + phase)` where A is amplitude, f is frequency, and phase determines the initial angle.
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