Approximation of piecewise linear functions by discrete Fourier sums
G. G. Akniev Daghestan Scientific Centre of Russian Academy of Sciences, Makhachkala
Abstract:
Let
$N$ be a natural number greater than
$1$.
We select
$N$ uniformly distributed points
$t_k = 2\pi k / N$ $(0 \leq k \leq N - 1)$ on
$[0,2\pi]$.
Denote by
$L_{n,N}(f)=L_{n,N}(f,x)$ $(1\leq n\leq N/2)$ the trigonometric polynomial of order
$n$ possessing the least quadratic deviation from
$f$ with respect to the system
$\{t_k\}_{k=0}^{N-1}$.
In the present article the problem of function approximation by the polynomials
$L_{n,N}(f,x)$ is considered.
Special attention is paid to approximation of
$2\pi$-periodic functions
$f_1$ and
$f_2$ by the polynomials
$L_{n,N}(f,x)$, where
$f_1(x)=|x|$ and
$f_2(x)=\mathrm{sign}\, x$ for
$x \in [-\pi,\pi]$.
For the first function
$f_1$ we show that instead of the estimate $\left|f_{1}(x)-L_{n,N}(f_{1},x)\right| \leq c\ln n/n$ which follows from well-known Lebesgue inequality for the polynomials
$L_{n,N}(f,x)$ we found an exact order estimate
$\left|f_{1}(x)-L_{n,N}(f_{1},x)\right| \leq c/n$ (
$x \in \mathbb{R}$) which is uniform with respect to
$1 \leq n \leq N/2$.
Moreover, we found a local estimate $\left|f_{1}(x)-L_{n,N}(f_{1},x)\right| \leq c(\varepsilon)/n^2$ (
$\left|x - \pi k\right| \geq \varepsilon$) which is also uniform with respect to
$1 \leq n \leq N/2$.
For the second function
$f_2$ we found only a local estimate $\left|f_{2}(x)-L_{n,N}(f_{2},x)\right| \leq c(\varepsilon)/n$ (
$\left|x - \pi k\right| \geq \varepsilon$) which is uniform with respect to
$1 \leq n \leq N/2$.
The proofs of these estimations based on comparing of approximating properties of discrete
and continuous finite Fourier series.
Keywords:
function approximation, trigonometric polynomials, Fourier series.
UDC:
517.521.2 Received: 19.10.2017
Revised: 25.10.2017
Accepted: 27.10.2017
DOI:
10.31029/demr.8.3