Chapter 7: Problem 7
Given \(f(x)=|x|\) on \((-\pi, \pi),\) expand \(f(x)\) in an appropriate Fourier series of period 2 \(\pi.\)
Short Answer
Expert verified
The Fourier series for
Step by step solution
01
Identify the Fourier Series Form
The function can be expanded in a Fourier series as: where we need to identify the coefficients.
02
Compute the Fourier Coefficients
To find the Fourier coefficients, we'll calculate the following integrals:
03
Calculate the Constant Term
The term is given by:
04
Calculate the Cosine Coefficients
The
05
Calculate the Sine Coefficients
Since
06
Construct the Fourier Series
The Fourier series expansion becomes:
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Key Concepts
These are the key concepts you need to understand to accurately answer the question.
Fourier coefficients
In the Fourier series, coefficients play a crucial role. They determine how much of each sine and cosine wave is present in the overall function.
To find these coefficients for a function like \(f(x) = |x|\), we use integrals. There are three types of coefficients to find:
The constant term:
\[ a_0 = \frac{1} {2\pi} \int_{{-\pi}}^{{\pi}} f(x) dx \]
The cosine coefficients:
\[ a_n = \frac{1} {\pi} \int_{{-\pi}}^{{\pi}} f(x) \cos(nx) dx \]
The sine coefficients:
\[ b_n = \frac{1} {\pi} \int_{{-\pi}}^{{\pi}} f(x) \sin(nx) dx \]
These coefficients help build the final Fourier series, giving us a powerful way to represent periodic functions.
To find these coefficients for a function like \(f(x) = |x|\), we use integrals. There are three types of coefficients to find:
- The constant term \(a_0\)
- The cosine coefficients \(a_n\)
- The sine coefficients \(b_n\)
The constant term:
\[ a_0 = \frac{1} {2\pi} \int_{{-\pi}}^{{\pi}} f(x) dx \]
The cosine coefficients:
\[ a_n = \frac{1} {\pi} \int_{{-\pi}}^{{\pi}} f(x) \cos(nx) dx \]
The sine coefficients:
\[ b_n = \frac{1} {\pi} \int_{{-\pi}}^{{\pi}} f(x) \sin(nx) dx \]
These coefficients help build the final Fourier series, giving us a powerful way to represent periodic functions.
Absolute value function
The absolute value function, denoted by \( |x| \), is a very common mathematical function. It measures the distance of a number from zero on the number line.
It's defined as follows:
In the case of a Fourier series on the interval \( \(-\pi\), \pi\right)\), the absolute value function \(|x|\) is symmetrical and periodic. This symmetry is important when calculating the Fourier coefficients.
It's defined as follows:
- \( |x| = x \) if \( x \geq 0 \)
- \( |x| = -x \) if \( x < 0 \)
In the case of a Fourier series on the interval \( \(-\pi\), \pi\right)\), the absolute value function \(|x|\) is symmetrical and periodic. This symmetry is important when calculating the Fourier coefficients.
Periodic functions
A function is called periodic if it repeats itself after a fixed interval, known as the period. Mathematically, a function \(f(x)\) is periodic with period \(T\) if:
\[ f(x + T) = f(x) \]
In this exercise, the function \(f(x) = |x|\) is expanded in a Fourier series with period \(2\pi\), aligning perfectly with its periodicity.
\[ f(x + T) = f(x) \]
- Sine and cosine functions are classic examples of periodic functions with period \(2\pi\).
- The function \(f(x) = |x|\) is also periodic with period \(2\pi\) on the given interval.
In this exercise, the function \(f(x) = |x|\) is expanded in a Fourier series with period \(2\pi\), aligning perfectly with its periodicity.
Trigonometric series
A trigonometric series is a series of terms that are trigonometric functions (sine and cosine functions). The general form of a Fourier series is a trigonometric series:
\[ f(x) = a_0 + \sum_{{n=1}}^{{\infty}} \(a_n \cos(nx) + b_n \sin(nx) \) \]
This series combines both sine and cosine terms to approximate the original function. Each term in the series corresponds to a different frequency component of the original signal.
The coefficients \(a_n\) and \(b_n\) determine the amplitude of each cosine and sine term respectively. Calculating these coefficients accurately is essential to represent the function correctly.
In the given exercise, the absolute value function \(f(x) = |x|\) is expanded into a trigonometric series to approximate it accurately on the interval \( \(-\pi\), \pi\right)\). This approach is very powerful for analyzing & understanding the behavior of periodic functions.
\[ f(x) = a_0 + \sum_{{n=1}}^{{\infty}} \(a_n \cos(nx) + b_n \sin(nx) \) \]
This series combines both sine and cosine terms to approximate the original function. Each term in the series corresponds to a different frequency component of the original signal.
The coefficients \(a_n\) and \(b_n\) determine the amplitude of each cosine and sine term respectively. Calculating these coefficients accurately is essential to represent the function correctly.
In the given exercise, the absolute value function \(f(x) = |x|\) is expanded into a trigonometric series to approximate it accurately on the interval \( \(-\pi\), \pi\right)\). This approach is very powerful for analyzing & understanding the behavior of periodic functions.