Fourier series of periodic distributions

[11/36%]
Show
LaTeX

Using the expansion

x2−x24π=π6−12π∑k∈Z\{0}1k2eikx,x∈[0,2π] \frac{x}{2}-\frac{x^{2}}{4 \pi } = \frac{\pi }{6}-\frac{1}{2 \pi } \sum _{k \in \mathbb {Z} \backslash \left\{ 0\right\} } \frac{1}{k^{2}} e^{i k x}, x \in [0,2 \pi ]

prove that in D′(R)\mathcal{D}^{\prime }(\mathbb {R}) the equality 12π∑k∈Zeikx=∑k∈Zδ2πk\frac{1}{2 \pi } \sum_{k \in \mathbb {Z}} e^{i k x} = \sum_{k \in \mathbb {Z}} \delta_{2 \pi k} holds.

?

Prove in D′(R)\mathcal{D}^{\prime }(\mathbb {R}) the equality 2π∑k=0∞cos⁡(2k+1)x=∑k∈Z(−1)kδπk\frac{2}{\pi } \sum_{k = 0}^{\infty } \cos (2 k+1) x = \sum_{k \in \mathbb {Z}}(-1)^{k} \delta_{\pi k}.

?

Prove the equality

∑n=1∞cos⁡nx=−12+π∑k∈Zδ2πk \sum _{n = 1}^{\infty } \cos n x = -\frac{1}{2}+\pi \sum _{k \in \mathbb {Z}} \delta _{2 \pi k}

(the sums of the series on both sides are taken in D′\mathcal{D}^{\prime }).

?

Prove the equality ∑n=1∞sin⁡nx=12ctg⁡x2\sum_{n = 1}^{\infty } \sin n x = \frac{1}{2} \operatorname {ctg} \frac{x}{2} (the series converges in D′\mathcal{D}^{\prime }; ⟨ctg⁡x2,φ⟩:=\left\langle \operatorname {ctg} \frac{x}{2}, \varphi \right\rangle : = v.p. ∫ctg⁡x2φ(x)dx\int \operatorname {ctg} \frac{x}{2} \varphi (x) d x).

?

Prove that the series ∑n=1∞ancos⁡nx\sum_{n = 1}^{\infty } a_{n} \cos n x converges in D′\mathcal{D}^{\prime } if and only if there exist C>0C > 0 and k∈Nk \in \mathbb {N} such that ∣an∣<Cnk,n=1,2,…\left|a_{n}\right| < C n^{k}, n = 1,2, \ldots

?

Define generalized functions on TnT^n as continuous linear functionals on D(Tn)\mathcal D(T^n) (see Problem 423). Prove that the series ∑k∈Zne2πikt\sum_{k\in \mathbb {Z}^n}e^{2\pi ikt}, where t∈Rnt\in \mathbb {R}^{n}, kt=k1t1+⋯+kntnkt=k_1t_1+\cdots +k_nt_n, converges in D′(Tn)\mathcal D'(T^n) to the generalized function δ(t)\delta (t) defined by ∫Tnδφ dt=φ(0)\int_{T^n}\delta \varphi \, dt=\varphi (0).

?

Under what conditions on the coefficients {cn}\left\{ c_n\right\} does the series ∑n∈Zcne2πinx\sum_{n\in \mathbb {Z}}c_ne^{2\pi inx} converge in D′(R)\mathcal D'(\mathbb {R})?

?

Prove that a generalized function on T\mathrm{T} is uniquely determined by its Fourier coefficients.

?

Prove the stated assertion. In the space D′D^{\prime } the equalities

(∑n=1∞sin⁡nxn)′=∑n=1∞cos⁡nx=−12+π∑k=−∞+∞δ(x−2kπ) \left(\sum _{n = 1}^{\infty } \frac{\sin n x}{n}\right)^{\prime } = \sum _{n = 1}^{\infty } \cos n x = -\frac{1}{2}+\pi \sum _{k = -\infty }^{+\infty } \delta (x-2 k \pi )

hold.

?

Periodic distributions, or distributions on a torus TnT^{n}, have Fourier series whose theory is somewhat simpler than that of Fourier transforms. This is mainly due to the compactness of TnT^{n} : Every distribution on TnT^{n} has compact support. In particular, tempered distributions are nothing special.

Prove the various assertions made in the following basic outline:

Tn={(eix1,…,eixn):xj real } T^{n} = \left\{ \left(e^{i x_{1}}, \ldots , e^{i x_{n}}\right): x_{j} \text{ real }\right\}

Functions ϕ\phi on TnT^{n} can be identified with functions ϕ~\tilde{\phi } on Rn\mathbb {R}^{n} that are 2π2 \pi-periodic in each variable, by setting

ϕ~(x1,…,xn)=ϕ(eix1,…,eixn) \tilde{\phi }\left(x_{1}, \ldots , x_{n}\right) = \phi \left(e^{i x_{1}}, \ldots , e^{i x_{n}}\right)

Zn\mathbb {Z}^{n} is the set (or additive group) of nn-tuples k=(k1,…,kn)k = \left(k_{1}, \ldots , k_{n}\right) of integers kjk_{j}. For k∈Znk \in \mathbb {Z}^{n}, the function eke_{k} is defined on TnT^{n} by

ek(eix1,…,eixn)=eik⋅x=exp⁡{i(k1x1+⋯+knxn)} e_{k}\left(e^{i x_{1}}, \ldots , e^{i x_{n}}\right) = e^{i k \cdot x} = \exp \left\{ i\left(k_{1} x_{1}+\cdots +k_{n} x_{n}\right)\right\}

σn\sigma_{n} is the Haar measure of TnT^{n}. If ϕ∈L1(σn)\phi \in L^{1}\left(\sigma_{n}\right), the Fourier coefficients of ϕ\phi are

ϕ^(k)=∫Tne−kϕdσn(k∈Zn) \hat{\phi }(k) = \int _{T^{n}} e_{-k} \phi d \sigma _{n} \quad \left(k \in \mathbb {Z}^{n}\right)

D(Tn)\mathscr {D}\left(T^{n}\right) is the space of all functions ϕ\phi on TnT^{n} such that ϕ~∈C∞(Rn)\tilde{\phi } \in C^{\infty }\left(\mathbb {R}^{n}\right). If ϕ∈D(Tn)\phi \in \mathscr {D}\left(T^{n}\right) then

{∑k∈Zn(1+k⋅k)N∣ϕ^(k)∣2}1/2<∞ \left\{ \sum _{k \in \mathbb {Z}^{n}}(1+k \cdot k)^{N}\left|\hat{\phi }(k)\right|^{2}\right\} ^{1 / 2} < \infty

for N=0,1,2,…N = 0,1,2, \ldots These norms define a Fréchet space topology on D(Tn)\mathscr {D}\left(T^{n}\right), which coincides with the one given by the norms

max⁡∣α∣≤Nsup⁡x∈Rn∣(Dαϕ~)(x)∣(N=0,1,2,…) \max _{\left|\alpha \right| \leq N} \sup _{x \in \mathbb {R}^{n}}\left|\left(D^{\alpha } \tilde{\phi }\right)(x)\right| \quad (N = 0,1,2, \ldots )

D′(Tn)\mathscr {D}^{\prime }\left(T^{n}\right) is the space of all continuous linear functionals on D(Tn)\mathscr {D}\left(T^{n}\right); its members are the distributions on TnT^{n}. The Fourier coefficients of any u∈D′(Tn)u \in \mathscr {D}^{\prime }\left(T^{n}\right) are defined by

u^(k)=u(e−k)(k∈Zn) \hat{u}(k) = u\left(e_{-k}\right) \quad \left(k \in \mathbb {Z}^{n}\right)

To each u∈D′(Tn)u \in \mathscr {D}^{\prime }\left(T^{n}\right) correspond an NN and a CC such that

∣u^(k)∣≤C(1+∣k∣)N(k∈Zn) \left|\hat{u}(k)\right| \leq C(1+\left|k\right|)^{N} \quad \left(k \in \mathbb {Z}^{n}\right)

Conversely, if gg is a complex function on ZnZ^{\mathbf{n}} that satisfies ∣g(k)∣≤C(1+∣k∣)N\left|g(k)\right| \leq C(1+\left|k\right|)^{N} for some CC and NN, then g=u^g = \hat{u} for some u∈D′(Tn)u \in \mathscr {D}^{\prime }\left(T^{n}\right).

There is thus a linear one-to-one correspondence between distributions on TnT^{n}, on one hand, and functions of polynomial growth on Zn\mathbb {Z}^{n}, on the other.

If E1⊂E2⊂E3⊂⋯E_{1} \subset E_{2} \subset E_{3} \subset \cdots are finite sets whose union is Zn\mathbb {Z}^{n}, and if u∈D′(Tn)u \in \mathscr {D}^{\prime }\left(T^{n}\right), the "partial sums"

∑k∈Eju^(k)ek \sum _{k \in E_{j}} \hat{u}(k) e_{k}

converge to uu as j→∞j \rightarrow \infty, in the weak*-topology of D′(Tn)\mathscr {D}^{\prime }\left(T^{n}\right). The convolution u∗vu * v of u∈D′(Tn)u \in \mathscr {D}^{\prime }\left(T^{n}\right) and v∈D′(Tn)v \in \mathscr {D}^{\prime }\left(T^{n}\right) is most easily defined as having Fourier coefficients u^(k)v^(k)\hat{u}(k) \hat{v}(k). The analogues of Theorems 6.30 and 6.37 are true; the proofs are much simpler.

?

References

[BCK+24] Brayman V.B., Chaikovskyi A.V., Konstantinov O.Y., Kukush A.G., Mishura Y.S., Nesterenko O.N. Functional Analysis and Operator Theory. Springer, 2024.
[БСШ17] Бородин П.А., Савчук А.М., Шейпак И.А. Задачи по функциональному анализу. МЦНМО, 2017.
[KiGv88] Kirillov A.A., Gvishiani A.D. Теоремы и задачи функционального анализа. 2-е изд., Наука, 1988.
[ККЧ+03] Кудрявцев Л.Д., Кутасов А.Д., Чехлов В.И., Шабунин М.И. Функции многих переменных. 2-е изд., ФИЗМАТЛИТ, 2003.
[Rud91] Rudin W. Functional Analysis. 2nd ed., McGraw-Hill, 1991.