Math Problem Statement
Solution
To determine the Continuous-Time Fourier Transform (CTFT) of the given function , we will first decompose into simpler components. From the plot, consists of a series of rectangular pulses of varying heights and durations.
Decomposition of
- Identify segments:
- From :
- From :
- From :
- From :
- From :
Represent using rectangular functions:
- Rectangular function is 1 for and 0 otherwise.
Using the step function, , we can express as follows:
[ x(t) = 2 \left[u(t+2) - u(t+1)\right] + 3 \left[u(t+1) - u(t-2)\right] + 2 \left[u(t-2) - u(t-5)\right] ]
CTFT of each component:
-
CTFT of :
-
CTFT of shifted :
-
CTFT of :
Applying the CTFT to each term:
-
For :
-
For :
-
For :
Final CTFT :
Substitute the results:
This is the CTFT of the given signal .
Would you like a detailed step-by-step solution for each part, or do you have any specific questions?
Here are some related questions you might find helpful:
- How is the Fourier transform of a rectangular pulse derived?
- What properties of the Fourier transform can be used to simplify expressions?
- How does the shifting property of the Fourier transform work?
- What is the significance of the impulse function in the Fourier domain?
- How can we use symmetry properties of to simplify the CTFT?
Tip: Always check the limits and scaling when dealing with piecewise functions to avoid mistakes in the decomposition process.
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Math Problem Analysis
Mathematical Concepts
Continuous-Time Fourier Transform (CTFT)
Signal Decomposition
Rectangular Function
Step Function
Formulas
CTFT of u(t): F{u(t)} = πδ(ω) + 1/(jω)
CTFT of shifted u(t - a): F{u(t - a)} = πδ(ω) + 1/(jω) * e^(-jωa)
CTFT of u(t-a) - u(t-b): F{u(t-a) - u(t-b)} = 1/(jω) * (e^(-jωa) - e^(-jωb))
Theorems
Fourier Transform Properties
Shifting Property
Scaling Property
Suitable Grade Level
University Level (Signal Processing/Engineering)