Math Problem Statement
Solution
The problem asks to find the Fourier series coefficients for the signal:
To determine the Fourier series coefficients, we need to express the signal in the form:
Where:
- is the average (or DC) term,
- and are the cosine and sine Fourier coefficients respectively,
- is the fundamental angular frequency, which is related to the period of the signal.
Let's break down the signal:
- The constant term contributes to .
- The cosine term contributes to the coefficient for .
- The sine term contributes to the coefficient for .
Next, we will compute the Fourier series coefficients.
Steps:
-
DC coefficient (): It is simply the constant term:
-
Cosine coefficients (): The general form of the coefficient is given by: In the case of this signal, we already see that for the term , we will get a non-zero only for . Hence: a_5 = 8 \quad \text{(from the cosine term with frequency 5\pi)} For all other , .
-
Sine coefficients (): The general form of the coefficient is given by: In this case, the term contributes a non-zero value only for : b_{15} = 6 \quad \text{(from the sine term with frequency 15\pi)} For all other , .
Conclusion:
The Fourier series coefficients for the given signal are:
- ,
- ,
- ,
- All other and for .
Let me know if you need further explanation or a detailed breakdown of any steps!
Here are some related questions you may find helpful:
- How do I compute the fundamental frequency for a periodic signal?
- What does it mean when Fourier coefficients are zero for certain frequencies?
- How can the Fourier series be used in signal processing applications?
- What is the significance of the DC term in the Fourier series?
- How do I handle complex exponentials in Fourier series analysis?
Tip: Always ensure that the frequency components in the signal are clearly identified before starting your Fourier analysis!
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Math Problem Analysis
Mathematical Concepts
Fourier series
Trigonometric identities
Signal processing
Formulas
x(t) = a_0 + Σ [a_n cos(nω_0 t) + b_n sin(nω_0 t)]
a_0 = Average value of the signal
a_n = 2/T ∫ x(t) cos(nω_0 t) dt
b_n = 2/T ∫ x(t) sin(nω_0 t) dt
Theorems
Fourier series expansion theorem
Suitable Grade Level
University level (Electrical Engineering or Mathematics)