Return to Article Details Wavelet bi-frames on local fields

Wavelet Bi-Frames on Local Fields

Owais Ahmad,1 Neyaz A. Sheikh2 Mobin Ahmad3

August 3, 2022; accepted: October 14, 2022; published online: December 31, 2022.

In this paper, we introduce the notion of periodic wavelet bi-frames on local fields and establish the theory for the construction of periodic Bessel sequences and periodic wavelet bi-frames on local fields.

MSC.42C40; 42C15; 43A70; 11S85.

Keywords. Periodic wavelet frame; Bi-frame; Local field; Fourier transform.

1 Department of Mathematics, National Institute of Technology, Hazratbal, Srinagar-190 006, Jammu and Kashmir, India, e-mail: siawoahmad@gmail.com.

2Department of Mathematics, National Institute of Technology, Hazratbal, Srinagar-190 006, Jammu and Kashmir, India, e-mail: neyaznit@yahoo.co.in.

3Department of Mathematics, Faculty of Science, Jazan University, Jazan-45142, Saudi Arabia, e-mail: msyed@jazanu.edu.sa.

1 Introduction

Duffin and Schaeffer [ 14 ] introduced the concept of frame in separable Hilbert space while dealing with some deep problems in non-harmonic Fourier series. Frames are basis-like systems that span a vector space but allow for linear dependency, which can be used to reduce noise, find sparse representations, or obtain other desirable features unavailable with orthonormal bases.

During the last two decades, there is a substantial body of work that has been concerned with the construction of wavelets on local fields. Even though the structures and metrics of local fields of zero and positive characteristics are similar, their wavelet and MRA (multiresolution analysis) theory are quite different. For example, R. L. Benedetto and J. J. Benedetto [ 12 ] developed a wavelet theory for local fields and related groups. They did not develop the multiresolution analysis (MRA) approach, their method is based on the theory of wavelet sets and only allows the construction of wavelet functions whose Fourier transforms are characteristic functions of some sets. Khrennikov, Shelkovich and Skopina [ 21 ] constructed a number of scaling functions generating an MRA of L2(Qp). But later on in [ 10 ] , Albeverio, Evdokimov and Skopina proved that all these scaling functions lead to the same Haar MRA and that there exist no other orthogonal test scaling functions generating an MRA except those described in [ 21 ] . Some wavelet bases for L2(Qp) different from the Haar system were constructed in [ . These wavelet bases were obtained by relaxing the basis condition in the definition of an MRA and form Riesz bases without any dual wavelet systems. For some related works on wavelets and frames on Qp, we refer to [ . On the other hand, Lang [ constructed several examples of compactly supported wavelets for the Cantor dyadic group. Farkov [ has constructed many examples of wavelets for the Vilenkin p-groups. Jiang et al. [ 18 ] pointed out a method for constructing orthogonal wavelets on local field K with a constant generating sequence and derived necessary and sufficient conditions for a solution of the refinement equation to generate a multiresolution analysis of L2(K). In the series of papers [ , we have obtained various results related to wavelet and Gabor frames on local fields.

The study of periodic bi-frames was carried by Li and Jia [ 35 ] but the parallel development on local fields is not reported yet. In this paper, we introduce the notion of periodic wavelet bi-frames on local field of positive characteristic and establish the theory for the construction of periodic wavelet bi-frames on local fields.

The rest of the article is structured as follows. In section 2, we discuss the preliminaries of local fields and some basic definitions which plays vital role in the rest of the paper. In section 3, we establish some results related to periodic Bessel sequences on local fields of positive characteristic. section 4 is devoted to the construction of periodic wavelet bi-frames on local fields.

2 Preliminaries on Local Fields

Let K be a field and a topological space. Then K is called a local field if both K+ and K are locally compact Abelian groups, where K+ and K denote the additive and multiplicative groups of K, respectively. If K is any field and is endowed with the discrete topology, then K is a local field. Further, if K is connected, then K is either R or C. If K is not connected, then it is totally disconnected. Hence by a local field, we mean a field K which is locally compact, non-discrete and totally disconnected. The p-adic fields are examples of local fields. In the rest of this paper, we use the symbols N, N0 and Z to denote the sets of natural, non-negative integers and integers, respectively.

Let K be a local field. Let dx be the Haar measure on the locally compact Abelian group K+. If αK and α0, then d(αx) is also a Haar measure. Let d(αx)=|α|dx. We call |α| the absolute value of α. Moreover, the map x|x| has the following properties: (a) |x|=0 if and only if x=0; (b) |xy|=|x||y| for all x,yK; and (c) |x+y|max{|x|,|y|} for all x,yK. Property (c) is called the ultrametric inequality. The set D={xK:|x|1} is called the ring of integers in K. Define B={xK:|x|<1}. The set B is called the prime ideal in K. The prime ideal in K is the unique maximal ideal in D and hence as result B is both principal and prime. Since the local field K is totally disconnected, so there exist an element of B of maximal absolute value. Let p be a fixed element of maximum absolute value in B. Such an element is called a prime element of K. Therefore, for such an ideal B in D, we have B=p=pD. As it was proved in [ 34 ] , the set D is compact and open. Hence, B is compact and open. Therefore, the residue space D/B is isomorphic to a finite field GF(q), where q=pk for some prime p and kN.

Let D=DB={xK:|x|=1}. Then, it can be proved that D is a group of units in K and if x0, then we may write x=pkx,xD. For a proof of this fact we refer to [ 18 ] . Moreover, each Bk=pkD={xK:|x|<qk} is a compact subgroup of K+ and usually known as the fractional ideals of K+. Let U={ci}i=0q1 be any fixed full set of coset representatives of B in D, then every element xK can be expressed uniquely as x==kcp with cU. Let χ be a fixed character on K+ that is trivial on D but is non-trivial on B1. Therefore, χ is constant on cosets of D so if yBk, then χy(x)=χ(yx),xK. Suppose that χu is any character on K+, then clearly the restriction χu|D is also a character on D. Therefore, if {u(n):nN0} is a complete list of distinct coset representative of D in K+, then, as it was proved in [ 34 ] , the set {χu(n):nN0} of distinct characters on D is a complete orthonormal system on D.

The Fourier transform f^ of a function fL1(K)L2(K) is defined by

f^(ξ)=Kf(x)χξ(x)dx.
2.1

It is noted that

f^(ξ)=Kf(x)χξ(x)dx=Kf(x)χ(ξx)dx.

Furthermore, the properties of Fourier transform on local field K are much similar to those of on the real line. In particular Fourier transform is unitary on L2(K). Also, if fL2(D), then we define the Fourier coefficients of f as

f^(u(n))=Df(x)χu(n)(x)dx.
2.2

The series nN0f^(u(n))χu(n)(x) is called the Fourier series of f. From the standard L2-theory for compact Abelian groups, we conclude that the Fourier series of f converges to f in L2(D) and Parseval’s identity holds:

f22=D|f(x)|2dx=nN0|f^(u(n))|2.
2.3

We now impose a natural order on the sequence {u(n)}n=0. We have D/BGF(q) where GF(q) is a c-dimensional vector space over the field GF(p). We choose a set {1=ζ0,ζ1,ζ2,,ζc1}D such that span {ζj}j=0c1GF(q). For nN0 satisfying

0n<q,  n=a0+a1p++ac1pc1,  0ak<p,  and k=0,1,,c1,

we define

u(n)=(a0+a1ζ1++ac1ζc1)p1.
2.4

Also, for n=b0+b1q+b2q2++bsqs, nN0, 0bk<q,k=0,1,2,,s, we set

u(n)=u(b0)+u(b1)p1++u(bs)ps.
2.5

This defines u(n) for all nN0. In general, it is not true that u(m+n)=u(m)+u(n). But, if r,kN0and0s<qk, then u(rqk+s)=u(r)pk+u(s). Further, it is also easy to verify that u(n)=0 if and only if n=0 and {u()+u(k):kN0}={u(k):kN0} for a fixed N0. Hereafter we use the notation χn=χu(n),n0.

Let the local field K be of characteristic p>0 and ζ0,ζ1,ζ2,,ζc1 be as above. We define a character χ on K as follows:

χ(ζμpj)={exp(2πi/p),μ=0andj=1,1,μ=1,,c1orj1.
2.6

We also denote the test function space on K by Ω(K), that is, each function f in Ω(K) is a finite linear combination of functions of the form 1k(xh),hK,kZ, where 1k is the characteristic function of Bk. This class of functions can also be described in the following way. A function gΩ(K) if and only if there exist integers k, such that g is constant on cosets of Bk and is supported on B. It follows that Ω is closed under Fourier transform and is an algebra of continuous functions with compact support, which is dense in C0(K) as well as in Lp(K),1p<.

For jN0, let Nj denote a full collection of coset representatives of N0/qjN0, i.e.,

Nj={0,1,2,,qj1},j0.

Then, N0=nNj(n+qjN0), and for any distinct n1,n2Nj, we have (n1+qjN0)(n2+qjN0)=. Thus, every non-negative integer k can uniquely be written as k=rqj+s, where rN0,sNj. Further, a bounded function W:KK is said to be a radial decreasing L1-majorant of f(x)L2(K) if |f(x)|W(x),WL1(K), and W(0)<.

For jZ and yK, we define the dilation δj and the translation operators Ty as follows:

Djf(x)=qj/2f(pjx)andTyf(x)=f(xy),fL2(K).

For an arbitrary measurable function f, we define

fper(x)=kN0f(x+u(k))

and

fj,k(x)=qj/2f(pjxu(k)) for jZ,kN0.

In particular, we define

fj,kper(x)=sN0fj,k(x+u(s))  for jZ and kN0.

For a finite subset E of L2(K), we write

X(E)={fj,k:fE,jZ,kN0},
2.7

Xper(E)={1,fj,kper:fE,jN0,kNj}.
2.8

we require that k in 2.8 belongs to Nj instead of N0. Otherwise, every fj,kper with kNj will repeat infinitely many times since fj,kper=fj,k+pju(s) for sN0, and thus we cannot create a new frame. The restrictions on j and k in 2.8 are also related to our method for the construction of frames.

Let Ψ={ψ:1L} and Ψ~={ψ~:1L} be two finite subsets of L2(K) with the same cardinality. A bi-frame for L2(K) of the form (X(Ψ),X(Ψ~)) is called a wavelet bi-frame for L2(K), i.e., X(Ψ) and X(Ψ~) are two frames for L2(K) satisfying

f==1LjZkN0f,ψ~,j,kψ,j,k  for fL2(K).

In the similar manner, a bi-frame for L2(D) of the form (Xper(Ψ),Xper(Ψ~)) is called a periodic wavelet bi-frame.

A function fL1(K)L2(K) is said to be p-refinable if there exists a periodic measurable function mf on K such that

f^(p1ξ)=mf(ξ)f^(ξ),

where mf is called a symbol of f.

Proposition 2.1

Suppose ψ0 and ψ~0 are two p-refinable functions with symbols H0,H~0L(D), ψ^0 and ψ~0^ are continuous at the origin with ψ^0(0)=ψ~0^(0)=1 and

sN0|ψ0^(ξ+u(s))|2,sN0|ψ0~^(ξ+u(s))|2L(D).

If Ψ={ψ:1L} and Ψ~={ψ~:1L} satisfies

(a)

ψ^(p1ξ)=H(ξ)ψ0^(ξ),    ψ~^(p1ξ)=H~ψ0~^(ξ)
2.9

with H,H~L(D),

(b) X(Ψ) and X(Ψ~) are Bessel sequences in L2(K), and

(c)

=0LH(ξ)H~(ξ+pγ)=δ0,γ
2.10

for a.e. ξK and each γN1, then (X(Ψ),X(Ψ~)) is a wavelet bi-frame for L2(K).

Proposition 2.2

Suppose ψ0 and ψ~0 are two p-refinable functions with symbols H0,H~0L(D), ψ^0 and ψ~0^ are continuous at the origin with ψ^0(0)=ψ~0^(0)=1 and

sN0|ψ0^(ξ+u(s))|2,sN0|ψ0~^(ξ+u(s))|2L(D).

If Ψ={ψ:1L} and Ψ~={ψ~:1L} satisfies

(a)

ψ^(p1ξ)=H(ξ)ψ0^(ξ),    ψ~^(p1ξ)=H~ψ0~^(ξ)

with H,H~L(D),

(b) X(Ψ) and X(Ψ~) are Bessel sequences in L2(K), and

(c)

H0(ξ)H~0(ξ+pγ)φ(p1ξ)+=1LH(ξ)H~(ξ+pγ)=φ(ξ)δ0,γ
2.11

for a.e. ξK and each γN1, where φ is a periodic measurable function which is positively bounded from below and above and continuous at the origin with φ(0)=1,
then (X(Ψ),X(Ψ~)) is a wavelet bi-frame for L2(K).

Definition 2.3

A function ρ:KK is called a quasi-norm if the following conditions hold:

(i) ρ(x)=0 if and only if x=0;

(ii) there exists c0>0 such that ρ(x+y)c0(ρ(x)+ρ(y)) for x,yK;

(iii) ρ(p1x)=qρ(x);

(iv) ρ is continuous on K and smooth on K{0};

(v) there exist c1,α1,α2,β1,β2>0 such that

c11|x|α1ρ(x)c1|x|β1   if  xB,
c11|x|α2ρ(x)c1|x|β2   if  xB.

Definition 2.4

An at most countable collection {Si:iI} of measurable sets is called a partition of a measurable set S if S=iISi and SiSi=ϕ in I. Two measurable sets S and S in L2(K) are said to be qN0-congruent if there exists a partition {Sk:kN0} of S such that {Sk+qu(k):kN0} is a partition of S.

3 Periodic Bessel Sequences on Local Fields

In this section, we establish a Bessel sequence in L2(D) from a Bessel sequence in L2(K) of the form {gm,n:m,nN0}. For that purpose, we first introduce a Banach space Lp(K) with 1p. The space Lp was introduced on Rd by Jia and Micchelli [ 19 ] .

For 1p and a measurable f on K, we define

|f|p=kN0|f(+u(k))|Lp(D),

and we write

Lp(K)={f:|f|p<}.

Then Lp(K) is a Banach space. It is well known that Lp2(K)Lp1(K) if 1p1p2.

Lemma 3.1

For fL2(K), we have fL2(K) if there exists α>1 such that |f(x)|=O((1+|x|)α) as |x|.

Proof â–¼
Since |f(x)|=O((1+|x|)α) as |x|, there exists a constant C and NN0 such that
|f(x+u(k))|C(1+|x+u(k)|)α   for  xD and kN0.

It follows that

{kN0|f(x+u(k))|}2=={kN0,|k|N|f(x+u(k))|+kN0,|k|>N|f(x+u(k))|}22(2N+1)kN0|f(x+u(k))|2+2{kN0,|k|>N|f(x+u(k))|}22(2N+1)kN0|f(x+u(k))|2+2C2{kN0f(1+|x+u(k)|)α}22(2N+1)kN0|f(x+u(k))|2+C

for a.e. xD and some C independent of x. This implies that

D{kN0|f(x+u(k))|}2dx2(2N+1)fL2(K)2+C<.

Lemma 3.2

For any fL2(K),{f(u(k)):kN0} is a Bessel sequence in L2(K).

Lemma 3.3

sN1(D+u(s)) is qN0- congruent to p1D.

Proof â–¼
Since pN1(D+u(p)) and p1D have the same measure, to finish the proof we only need to prove that pN1(D+u(p)) is congruent to a subset of p1D. Observe that {p1D+p1u(r):rN0} is a partition of K. If pN1(D+u(p)) is not qN0-congruent to any subset of p1D, then there exists ED with |E|>0 such that
E+u(p1)+p1u(r1)D+u(p2)+p1u(r2)  for some (p1,r1)(p2,r2)Nj×N0.

It follows that

ED+(u(p2)u(p1))+p1(u(r2)u(r1)),0(u(p2)u(p1))+p1(u(r2)u(r1))N0.

This is a contradiction due to the fact that ED. This completes the proof. â–¡

Lemma 3.4

Let fL2(K). Then fj,kL2(K), and |fj,k|qj|f|2 for jN0 and kN0.

Proof â–¼
Since pjN0N0 and by lemma 3.3 we have
D{rN0|fj,k(x+u(r))|}2dx=qjD{rN0|f(pj(x+u(r))u(k))|}2dxqjD{rN0|f(pjx+u(r)u(k))|}2dx=qjD{rN0|f(pjx+u(r))|}2dx=qjintpjD{rN0|f(x+u(r))|}2dx=qjsNj(D+u(s)){rN0|f(x+u(r))|}2dx,

It follows that

D{rN0|f(pjx+u(r))|}2dx=qjsNjD{rN0|f(x+u(r))|}2dx=|f|2,

and thus fj,kL2(K), and |fj,k|2qj|f|2 by 3.11. This completes the proof. â–¡

As an immediate consequences of lemma 3.4, we have

Lemma 3.5

Let fL2(K). Then fj,kperL2(D) for jN0 and kN0.

The following two lemmas are very useful in the later sections.

Lemma 3.6

Let gL2(K). Then for an arbitrary fL2(D), we have

f,gper=rN0f,g(+u(r)),

where the series converges absolutely.

Proof â–¼
The proof of the lemma follows from the observation
D|f(x)|rN0|g(x+u(r))|dx|g|2f.

Lemma 3.7

Let ψ,ψ~L2(K). Then

kNjf,ψj,kperg,ψ~j,kper=sN0rN0F0,ψj,rL2(K)Gs,ψ~j,rL2(K)

for f,gL2(D), where F0=f1D and Gs=g1Du(s).

Proof â–¼
By lemma 3.4 and lemma 3.6,
f,ψj,kperg,ψ~j,kper=sN0rN0f,ψj,k(+u(r))g,ψ~j,k(+u(s))=sN0rN0f,ψj,k(+u(r))g,ψ~j,k(+u(r)+u(s))=sN0rN0F0,ψj,kpju(r)L2(K)Gs,ψ~j,kpju(r)L2(K).

It leads to the lemma due to the fact that N0=Nj+pjN0. Thus the proof is complete. â–¡

Lemma 3.8

For jN0, there exists a constant C such that

|pjx|C|x|  for xK.

Proof â–¼
It is clear thatlimjpj1/j<1. It follows that there exists JN such that pj<1 for j>J. By setting C=1max{pj:0jJ}, then pj1C for jN0 and thus |pjx|1C|x| for jN0 and xK. This implies that |pjx|C|x| for jN0 and xK. â–¡

Theorem 3.9

Let {gj,k:jN0,kN0} be a Bessel sequence in L2(K). Assume that

|g(x)|=O((1+|x|)τ)  (|x|)
3.12

for some τ>max{β2,β2α2}, where α2,β2 are as in definition 2.3. Then {1,gj,kper:jN0,kNm} is a Bessel sequence in L2(D).

Proof â–¼
By invoking lemma 3.1 and lemma 3.4 and the fact that τ>1, it is clear that gj,kperL2(D). By a direct computation, we have gj,kper=gj,k+pju(r)per for jN0,k,rN0. First we claim that if there exists a constant C>0 such that

jN0kNj{rN0|F0,gj,k(+u(r))|}2Cf2  for fL2(D)
3.13

holds, then rN0F0,gj,k(+u(r)) is well defined and

f,gj,kper=rN0F0,gj,k(+u(r)).

It follows that

jN0nNj|f,gj,kper|2jN0kNj{rN0|F0,gj,k(+u(r))|}2.

Therefore by 3.13, we have

f,gj,kperCf2  for fL2(D)

which implies that {1,gj,kper:jN0,kNj} is a Bessel sequence in L2(D).

Now we proceed to prove 3.13. By lemma 3.8, there exists C1>0 such that

|pjx+pju(r)u(k)|C1|u(r)+xpju(k)|C1(|r|1)

for jN0,xD,kNj and rN0. We observe that |k| if and only if ρ(k). It follows that there exists JN such that, if |r|>J, then

|g(pjx+pju(r)u(k))|C2|pjx+pju(r)u(k)|τ

and ρ(r)2c0maxxDρ(x) for jN0,xD and kNj, where c0 is as in definition 2.3. So

|g(pjx+pju(r)u(k))|c1τβ2C2pjτdβ2{ρ(u(r)+xpju(k))}τβ2c1τdβ2C2pjτβ2{ρ(u(r)c0)maxxDρ(x)}τβ2(c0c1)τβ2C2pjτβ2{ρ(u(r))}τβ2(c0c12)τβ2C2pjτβ2|u(r))|τβ2

for kN0 with |r|>J,jN0,xD and kNj, where c1 is as in definition 2.3. Therefore, it follows that

|F0,gj,k(+u(r))|qj/2f{D|g(pjx+pju(r)u(k))|2dx}1/2C3fqj(12τβ2)|u(r)|τβ2

for jN0,kNj and rN0 with |r|>J, and thus

jN0kNj{rN0,|r|>J|F0,gj,k(+u(r))|}2C4f2  for fL2(D),

where C4 is a constant independent of f. Further, we have

jNkNj{rN0,|r|J|F0,gj,k(+u(r))|}2(2J+1)jNkNjkN0|F0,gj,kpju(r)(+u(r))|2(2J+1)jN0kN0|F0,gj,k|2(2J+1)F02=f2.

Therefore, it follows that

jN0kNj{rN0|F0,gj,k(+u(r))|}22{C4+C6}f2,

and thus we get 3.13. This completes the proof of the theorem.â–¡

4 Construction of Wavelet Bi-frames on Local Fields

We devote this section to the construction of periodic wavelet bi-frames on local fields. we start with some lemmas.

Lemma 4.1

Let fL1(K) be a p- refinable function satisfying f^(0)0. Then f^(u(β))=0 for βN.

Proof â–¼
Suppose H is a symbol of f. Then

f^(p1ξ)=H(ξ)f^(ξ)   a.e. on K.
4.14

Also observe that f^(0)0 and f^ is continuous by the fact that fL1(K). This implies that H(ξ)=f^(p1ξ)f(ξ) and is continuous in some neighborhood of the origin, and thus H(0)=1 by letting ξ0. So, at an arbitrary βN0,H(ξ) is continuous and equals 1 by its periodicity. Combined with 4.14, it follows that f^(pru(β))=f^(u(β)) for rN,βN. Letting r, we have f^(u(β))=0 since lim|ξ|f^(ξ)=0 due to the fact fL1(K). This completes the proof. â–¡

Lemma 4.2

For any finite set SN0, there exists j0N such that u(r1)u(r2)pj0N0 for r1r2S.

Proof â–¼
Set J=max{|u(r1)u(r2)|:r1,r2S}. Since we have limjpj=0, there exists j0N such that pj0<1J. It follows that
|pj0(u(r1)u(r2)|pj0|u(r1)u(r2)|<1  for r1r2S,

and thus pj0(u(r1)u(r2))N0. This completes the proof. â–¡

Lemma 4.3

For r1r2Nj,u(r1)u(r2)pj+1N0  for jN0.

Proof â–¼
For r1r2Nj,u(r1)u(r2)pjN0, which implies r1r2Nj,u(r1)u(r2)pj+1N0. This completes the proof. â–¡

Lemma 4.4

{p1/2χr(pξ):kNj} is an orthonormal basis for 2(Nj) is the Hilbert space of the functions defined on Nj endowed with the inner product f,g=rNjf(r)g(r).

Lemma 4.5

For any fL1(K), we have

(i) rN0f(x+u(r)) converges absolutely a.e. on K,

(ii) fperL1(D),

(iii) f^(u(r))=Dfper(x)χr(x)dx  for rN0.

Lemma 4.6

For any two Bessel sequences {hi}iI and {hi~}iI is a separable Hilbert space H({hi}iI,{hi~}iI) is a bi-frame if and only if

iIf,hig,hi~=f,g

for f and g in some dense subset of H.

Theorem 4.7

Suppose ψ0,ψ0~L2(K) are two p-refinable functions with symbols H0,H~0L(D), and

|ψ0(x)|=O((1+|x|)τ),   |ψ~0(x)|=O((1+|x|)τ)  (|x|),
4.15

ψ^0(0)=ψ~0^(0)=1
4.16

for some τ>max{β2,β2α2}, where α2,β2 are as in definition 2.3. Let Ψ={ψ:1L} and Ψ~={ψ~:1L} be two finite subsets of L2(K) satisfying

(i) |ψ(x)|=O((1+|x|)τ),   |ψ~(x)|=O((1+|x|)τ)  (|x|),
4.17

(ii) ψ^(p1ξ)=H(ξ)ψ^0(ξ),    ψ~^(p1ξ)=H~(ξ)ψ~0^(ξ)
4.18

with H,H~L(D) for 1L.

(iii) X(Ψ) and X(Ψ~) are Bessel sequences in L2(K),

and

(iv) =0LH(ξ)H~(ξ+pγ)=δ0,γ  for a.e. ξK  and for each γN1.
4.19

Then (Xper(Ψ),Xper(Ψ~)) is a periodic wavelet bi-frame for L2(K).

To prove the above theorem, we first prove the following lemma:

Lemma 4.8

Under the hypothesis of the above theorem, we have

f,1g,1+=0Lm=0jkNmf,ψ,m,kperf,ψ~,m,kper==kNj+1f,ψ0,j+1,kperf,ψ~0,j+1,kper

for jN0 and f,gL2(D), where 1 is the function equal to 1 on D.

Proof â–¼
By invoking lemma 3.7 to ψ,ψ~ with 0L, we have

kNjf,ψ,j,kperf,ψ~,j,kper=sN0rN0F0,ψ,j,rL2(K)Gs,ψ~,j,rL2(K)
4.21

for each 0L. By 4.18 and p-refinable property of ψ0, we have

F0,ψ,j,rL2(K)=qj/2KF^0(ξ)ψ^(pjξ)χr(pjξ)dξ=qj/2KF^0(ξ)ψ^0(pj+1ξ)H(pj+1ξ)χr(pjξ)dξ=qj/2pjDR0,,j(f)(ξ)χr(pjξ)dξ,

where

R0,,j(f)(ξ)=αN0pN1F^0(ξ+pj(p1(u(α)+u(p))))×ψ^0(pj+1ξ+u(α)+pu(p))H(pj+1ξ+pu(p)).

In the similar manner, we have

Gs,ψ~,j,rL2(K)=qj/2pjDR~s,,j(g)(ξ)χr(pjξ)dξ,

where

R~s,,j(g)(ξ)=βN0pN1G^s(ξ+pj(p1(u(β)+u(p)))) ×ψ^0(pj+1ξ+u(β)+pu(p))H~(pj+1ξ+pu(p)).

Since X(Ψ),X(Ψ~) are both Bessel sequences, and

{F0,ψ,j,rL2(K)}rN0,{Gs,ψ,j,rL2(K)}rN02(N0)

We observe that {qj/2χr(pjξ):rN0} is an orthonormal basis for L2(pjD). It follows that

pjD|R0,,j(f)(ξ)|2dξ=pjD|R~s,,j(g)(ξ)|2dξ<,

and

rN0F0,ψ,j,rL2(K)Gs,ψ~,j,rL2(K)=pjDR0,,j(f)(ξ)R~s,,j(g)(ξ)dξ.

So by 4.21, we have

=0LkNjf,ψ,j,kperf,ψ~,j,kper==0LsN0pjDR0,,j(f)(ξ)R~s,,j(g)(ξ)dξ.
4.22

Further, by 4.19 we observe that

=0LH(pj+1ξ+pu(p))H~(pj+1ξ+pu(p))=δp,p  for p,pNj.

Also we have

R0,,j(f)(ξ)R~s,,j(g)(ξ)==pNjαN0F^0(ξ+pj1u(α)+pju(p))ψ^0(pj+1ξ+u(α)+pju(p))×{G^s(ξ+pj1u(α)+pju(p))ψ~0^(pj+1ξ+u(α)+pju(p))}.

Thus by 4.22, we have

=0LkNjf,ψ,j,kperf,ψ~,j,kper==sN0pNjpjDαN0F^0(ξ+pj1u(α)+pju(p))ψ^0(pj+1ξ+u(α)+pju(p))×{G^s(ξ+pj1u(α)+pju(p))ψ~0^(pj+1ξ+u(α)+pju(p))}dξ=sN0pNjpj(D+u(p))αN0F^0(ξ+pj1u(α))ψ^0(pj+1ξ+u(α))×{G^s(ξ+pj1u(α))ψ~0^(pj+1ξ+u(α))}dξ=sN0pj(pNj(D+u(p)))αN0F^0(ξ+pj1u(α))ψ^0(pj+1ξ+u(α))×{G^s(ξ+pj1u(α))ψ~0^(pj+1ξ+u(α))}dξ.

By applying lemma 3.3 to p1 leads to pN1(D+u(p)) being p1N0-congruent to p1D, therefore pj(pN1(D+u(p))) is pj1N0-congruent to pj1D. Combined with 4.23, it follows that

=0LkNjf,ψ,j,kperg,ψ~,j,kper==sN0pj1DαN0F^0(ξ+pj1u(α))ψ^0(pj+1ξ+u(α))                {G^s(ξ+pj1u(α))ψ~0^(pj+1ξ+u(α))}dξ.

Further, we have

F0,ψ0,j+1,rL2(K)=q(j+1)/2KF0^(ξ)ψ^0(pj+1)χr(pj1ξ)dξ=q(j+1)/2pj1DαN0F^0(ξ+pj1u(α))ψ^0(pj+1ξ+u(α))χr(pj1ξ)dξ.

Similarly, we have

Gs,ψ0,j+1,rL2(K)==q(j+1)/2pj1DαN0G^s(ξ+pj1u(α))ψ~0^(pj+1ξ+u(α))χr(pj1ξ)dξ,

for sN0.

By 4.15 and lemma 3.1, we have ψ0L2(K). This implies that
{ψ0(u(r)):rN0} is a Bessel sequence in L2(K) by lemma 3.2, and thus {ψ0,j+1,r:rN0} is a Bessel sequence in L2(K). This implies that {F0,ψ0,j+1,rL2(K)}rN02(N0) and thus

αN0F^0(ξ+pj1u(α))ψ^0(pj+1ξ+u(α))L2(pj1D).

In the similar manner, we have

αN0G^s(ξ+pj1u(α))ψ~0^(pj+1ξ+u(α))L2(pj1D).

Therefore, by 4.24, 4.25 and 4.26, we have

=0LkNjf,ψ,j,kperg,ψ~,j,kper=sN0rN0F0,ψ0,j+1,rL2(K)Gs,ψ~0,j+1,rL2(K)
4.27

However, applying 4.21 to the case of j+1 and =0, we have

kNj+1f,ψ,j+1,kperg,ψ~,j+1,kper=sN0rN0F0,ψ0,j+1,rL2(K)Gs,ψ~0,j+1,rL2(K).

Hence

kNj+1f,ψ,j+1,kperg,ψ~,j+1,kper==kNjf,ψ0,j,kperg,ψ~0,j,kper+=0LkNjf,ψ,j,kperg,ψ~,j,kper,

for kN0.

Now we need to check ψ0per and ψ~0per. By 4.15, we have ψ0,ψ~0L2(K), thus ψ^(u(α))=ψ~0^(u(α))=0 for αN by lemma 4.1. It follows that

ψ0per(ξ)=αNψ^(u(α))χα(ξ)=1  and ψ~0per(ξ)=αNψ~0^(u(α))χα(ξ)=1.
4.29

Combining 4.28 and 4.29, 4.20 follows. This completes the proof of lemma 4.8. â–¡

Proof â–¼
[Proof of theorem 4.7]

By calling theorem 3.9, it is clear that {ψ,j,kper:jN0,kNj} and {ψ~,j,kper:jN0,kNj} are Bessel sequences in L2(D) for each 1L. It follows that Xper(Ψ) and Xper(Ψ~) are both Bessel sequences in L2(D). Also observe that the set of trigonometric polynomials is dense in L2(D). In order to finish the proof, we only need to show that

f,1g,1+=0Lm=0kNmf,ψ,m,kperf,ψ~,m,kper=f,g

for arbitrary trigonometric polynomials f and g by lemma 4.6. Again by lemma 4.8, it is equivalent to

Sj(f,g):=kNjf,ψ0,j,kperf,ψ~0,j,kperf,g as j
4.30

for arbitrary trigonometric polynomials f and g. Let us fix the trigonometric polynomials f and g. Now we prove 4.30. Clearly there exists a finite set SN0 such that f and g have the form

f(x)=rN0cr(f)χr(x),    g(x)=rN0cr(f)χr(x)
4.31

where

cr(f)=cr(g)=0 for rS.
4.32

By lemma 4.2, we can extend S as a full set Nj0. Also by lemma 4.3, we can extend Nj0 to Nj0+1. By repeating this procedure, we can obtain a sequence {Nj}j=j0 satisfying NjNj+1. It implies that

cr(f)=cr(g)=0 for rNj and jj0.
4.33

By using lemma 3.1 and lemma 3.5, we have ψ0,j,kper,ψ~0,j,kperL2(D). It follows by lemma 4.5 that

ψ0,j,kper=rN0drχr(x),   ψ~0,j,kperrN0d~rχr(x),
4.34

where

dr=ψ^0,j,k(u(r))+qj/2ψ^0(pju(r))χr(pju(k)),
d~r=ψ~^0,j,k(u(r))=qj/2ψ~^0(pju(r))χr(pju(k)),

Combining the above with 4.33, we obtain

f,ψ0,j,kper=rNjcr(f)qj/2ψ^0(pju(r))χr(pju(k)),
g,ψ~0,j,kper=rNjcr(g)qj/2ψ~^0(pju(r))χr(pju(k)).

Applying lemma 4.4 to pj, we obtain an orthonormal basis {qj/2χk(pjξ):kNj} for 2(Nj). So

Sj(f,g)=rNjcr(f)cr(g)ψ^0(pju(r))ψ~^0(pju(r)) for jj0.
4.35

Also observe that ψ0,ψ~0L2(K)L1(K) by lemma 3.1, which implies that ψ0,ψ~0 are continuous, and by 4.26, we have

limjψ^0(ξ)=limjψ~^0(ξ)=1.

By letting j in 4.35, we obtain that

limjSj(f,g)=limjrNjcr(f)cr(g)=rN0cr(f)cr(g)=f,g.

This completes the proof of theorem 4.7. â–¡

Theorem 4.9

Suppose ψ0,ψ0~L2(K) are two p-refinable functions with symbols H0,H~0L(D), and

|ψ0(x)|=O((1+|x|)τ),   |ψ~0(x)|=O((1+|x|)τ)  (|x|),
ψ^0(0)=ψ~0^(0)=1

for some τ>max{β2,β2α2}, where α2,β2 are as in definition 2.3. Let Ψ={ψ:1L} and Ψ~={ψ~:1L} be two finite subsets of L2(K) such that

(i) |ψ(x)|=O((1+|x|)τd),   |ψ~(x)|=O((1+|x|)τd)  (|x|),

(ii) ψ^(p1ξ)=H(ξ)ψ^0(ξ),    ψ~^(p1ξ)=H~(ξ)ψ~0^(ξ) with H,H~L(D) for 1L.

(iii) X(Ψ) and X(Ψ~) are Bessel sequences in L2(K), and

(iv) there exists a periodic measurable function φ which is positively bounded from below and above and continuous at the origin with φ(0)=1 such that

H0(ξ)H~0(ξ+pγ)φ(p1ξ)+=1LH(ξ)H~(ξ+pγ)=φ(ξ)δ0,γ
4.36

for a.e. ξK and each γN1, then (Xper(Ψ),Xper(Ψ~)) is a periodic wavelet bi-frame for L2(K).

Proof â–¼
We define Γ~ by
Γ~^0=φψ~0^

Then clearly Γ~ is p-refinable with the symbol

H~(ξ)=φ(p1ξ)H~0(ξ)φ(ξ).

Further, we define Γ~ by

Γ~^(ξ)=H~(ξ)Γ~^0  with H~(ξ)=H~(ξ)Φ(ξ)  for 1L.

Denote ~={Γ~:1L}, it is easy to check that the systems Ψ{ψ0} and ~{Γ~0} associated with H~ satisfy the conditions of theorem 4.7, and ~=Ψ~. Therefore, (Xper(Ψ),Xper(~) i.e, (Xper(Ψ),Xper(Ψ~) is a periodic wavelet bi-frame by theorem 4.7. The proof is complete. â–¡

Bibliography

1

O. Ahmad, M.Y. Bhat, N.A. Sheikh, Construction of Parseval framelets associated with GMRA on local fields of positive characteristic, Numer. Funct. Anal. Optim., 42 (2021) no. 3, pp. 344–370. https://doi.org/10.1080/01630563.2021.1878370 \includegraphics[scale=0.1]{ext-link.png}

2

O. Ahmad, N. Ahmad, Construction of nonuniform wavelet frames on non-Archimedean fields, Math. Phys. Anal. Geometry, 23 (2020), art. no. 47. https://doi.org/10.1007/s11040-020-09371-1 \includegraphics[scale=0.1]{ext-link.png}

3

O. Ahmad, N.A. Sheikh, K.S. Nisar, F.A. Shah, Biorthogonal wavelets on the spectrum, Math. Methods Appl. Sci, 44 (2021) no. 6, pp. 4479–4490. https://doi.org/10.1002/mma.7046 \includegraphics[scale=0.1]{ext-link.png}

4

O. Ahmad, Construction of nonuniform periodic wavelet frames on non-Archimedean fields, Ann. Univ. Mariae Curie-Sklodowska sect. A, 2 (2020), pp. 1–17. https://doi.org/10.17951/a.2020.74.2.1-17 \includegraphics[scale=0.1]{ext-link.png}

5

O. Ahmad, N.A. Sheikh, Explicit construction of tight nonuniform framelet packets on local fields, Oper. Matrices, 15 (2021) no. 1, pp. 131–149. https://doi.org/10.7153/oam-2021-15-10 \includegraphics[scale=0.1]{ext-link.png}

6

O. Ahmad, N.A. Sheikh, M.A. Ali, Nonuniform nonhomogeneous dual wavelet frames in Sobolev spaces in L2(K), Afr. Math., 31 (2020), pp. 1145–1156. https://doi.org/10.1007/s13370-020-00786-1 \includegraphics[scale=0.1]{ext-link.png}

7

O. Ahmad, N.A. Sheikh, On characterization of nonuniform tight wavelet frames on local fields, Anal. Theory Appl., 34 (2018), pp. 135–146. https://doi.org/10.4208/ata.2018.v34.n2.4 \includegraphics[scale=0.1]{ext-link.png}

8

O. Ahmad, F.A. Shah, N.A. Sheikh, Gabor frames on non-Archimedean fields, Int. J. Geom. Methods Mod. Phys., 15 (2018), art. no. 1850079. https://doi.org/10.1142/S0219887818500792 \includegraphics[scale=0.1]{ext-link.png}

9

S. Albeverio, S. Evdokimov, M. Skopina, p-adic nonorthogonal wavelet bases, Proc. Steklov Inst. Math., 265 (2009), pp. 135–146. https://doi.org/10.1134/S0081543809020011 \includegraphics[scale=0.1]{ext-link.png}

10

S. Albeverio, S. Evdokimov, M. Skopina, p-adic multiresolution analysis and wavelet frames, J. Fourier Anal. Appl., 16 (2010), pp. 693–714. https://doi.org/10.1007/s00041-009-9118-5 \includegraphics[scale=0.1]{ext-link.png}

11

S. Albeverio, A. Khrennikov, V. Shelkovich, Theory of p-adic Distributions: Linear and Nonlinear Models, Cambridge University Press, 2010. https://doi.org/10.1017/CBO9781139107167 \includegraphics[scale=0.1]{ext-link.png}

12

J.J. Benedetto, R.L. Benedetto, A wavelet theory for local fields and related groups, J. Geom. Anal., 14 (2004), pp. 423–456. https://doi.org/10.1007/BF02922099 \includegraphics[scale=0.1]{ext-link.png}

13

O. Christensen, S.S. Goh, The unitary extension principle on locally compact abelian groups, Appl. Comput. Harmon. Anal., to appear. http://dx.doi.org/10.1016/j.acha.2017.07.004 \includegraphics[scale=0.1]{ext-link.png}

14

R.J. Duffin, A.C. Shaeffer, A class of nonharmonic Fourier serie, Trans. Amer. Math. Soc., 72 (1952), pp. 341–366. https://doi.org/10.2307/1990760 \includegraphics[scale=0.1]{ext-link.png}

15

S. Evdokimov, M. Skopina, 2-adic wavelet bases, Proc. Steklov Inst. Math., 266 (2009), S143–S154. https://doi.org/10.1134/S008154380906011X \includegraphics[scale=0.1]{ext-link.png}

16

Y. Farkov, Orthogonal wavelets on locally compact abelian groups, Funct. Anal. Appl., 31 (1997), pp. 294–296. https://doi.org/10.1007/BF02466067 \includegraphics[scale=0.1]{ext-link.png}

17

Y. Farkov, Multiresolution analysis and wavelets on Vilenkin groups, Facta Univ. Ser. Elec. Energ., 21 (2008), pp. 309–325. https://doi.org/10.2298/FUEE0803309F \includegraphics[scale=0.1]{ext-link.png}

18

H.K. Jiang, D.F. Li, N. Jin, Multiresolution analysis on local fields, J. Math. Anal. Appl., 294 (2004), pp. 523–532. https://doi.org/10.1016/j.jmaa.2004.02.026 \includegraphics[scale=0.1]{ext-link.png}

19

R.Q. Jia, C.A. Micchelli, Using the Refinement Equations for the Construction of Pre-Wavelets II: Powers of Two, Curves and Surfaces, Academic Press, 1991, pp. 209–246. https://doi.org/10.1016/B978-0-12-438660-0.50036-4 \includegraphics[scale=0.1]{ext-link.png}

20

A. Khrennikov, V. Shelkovich, Non-Haar p-adic wavelets and their application to pseudo-differential operators and equations, Appl. Comput. Harmon. Anal., 28 (2010), pp. 1–23. https://doi.org/10.1016/j.acha.2009.05.007 \includegraphics[scale=0.1]{ext-link.png}

21

A. Khrennikov, V. Shelkovich, M. Skopina, p-adic refinable functions and MRA-based wavelets, J. Approx. Theory., 161 (2009), pp. 226–238. https://doi.org/10.1016/j.jat.2008.08.008 \includegraphics[scale=0.1]{ext-link.png}

22

S. Kozyrev, A. Khrennikov, p-adic integral operators in wavelet bases, Dokl. Math., 83 (2011), pp. 209–212. https://doi.org/10.1134/S1064562411020220 \includegraphics[scale=0.1]{ext-link.png}

23

S. Kozyrev, A. Khrennikov, V. Shelkovich, p-Adic wavelets and their applications, Proc. Steklov Inst. Math., 285 (2014), pp. 157–196. https://doi.org/10.1134/S0081543814040129 \includegraphics[scale=0.1]{ext-link.png}

24

W.C. Lang, Orthogonal wavelets on the Cantor dyadic group, SIAM J. Math. Anal., 27 (1996), pp. 305–312. https://doi.org/10.1137/S0036141093248049 \includegraphics[scale=0.1]{ext-link.png}

25

W.C. Lang, Wavelet analysis on the Cantor dyadic group, Houston J. Math., 24 (1998), pp. 533–544.

26

W.C. Lang, Fractal multiwavelets related to the cantor dyadic group, Int. J. Math. Math. Sci., 21 (1998), pp. 307–314. https://doi.org/10.1155/S0161171298000428 \includegraphics[scale=0.1]{ext-link.png}

27

D.F. Li, H.K. Jiang, The necessary condition and sufficient conditions for wavelet frame on local fields, J. Math. Anal. Appl., 345 (2008), pp. 500–510. https://doi.org/10.1016/j.jmaa.2008.04.031 \includegraphics[scale=0.1]{ext-link.png}

28

S.G. Mallat, Multiresolution approximations and wavelet orthonormal bases of L2(R), Trans. Amer. Math. Soc., 315 (1989), pp. 69–87. https://doi.org/10.2307/2001373 \includegraphics[scale=0.1]{ext-link.png}

29

A. Ron, Z. Shen, Affine systems in L2(Rd): the analysis of the analysis operator, J. Funct. Anal., 148 (1997), pp. 408–447. https://doi.org/10.1006/jfan.1996.3079 \includegraphics[scale=0.1]{ext-link.png}

30

F.A. Shah, O. Ahmad, Wave packet systems on local fields, J. Geom. Phys., 120 (2017), pp. 5–18. https://doi.org/10.1016/j.geomphys.2017.05.015 \includegraphics[scale=0.1]{ext-link.png}

31

F.A. Shah, O. Ahmad, A. Rahimi, Frames associated with shift invariant spaces on local fields, Filomat, 32 (2018) no. 9, pp. 3097–3110. https://doi.org/10.2298/FIL1809097S \includegraphics[scale=0.1]{ext-link.png}

32

F.A. Shah, O. Ahmad, N.A. Sheikh, Orthogonal Gabor systems on local fields, Filomat, 31 (2017) no. 16, pp. 5193–5201. https://doi.org/10.2298/FIL1716193S \includegraphics[scale=0.1]{ext-link.png}

33

F.A. Shah, O. Ahmad, N.A. Sheikh, Some new inequalities for wavelet frames on local fields, Anal. Theory Appl., 33 (2017) no. 2, pp. 134–148. https://doi.org/10.4208/ata.2017.v33.n2.4 \includegraphics[scale=0.1]{ext-link.png}

34

M.H. Taibleson, Fourier Analysis on Local Fields, Princeton University Press, Princeton, NJ, 1975.

35

Y.Z. Li, H.F. Jia, The construction of multivariate periodic wavelet bi-frames, J. Math. Anal. Appl., 412 (2014), pp. 852–865. https://doi.org/10.1016/j.jmaa.2013.11.021 \includegraphics[scale=0.1]{ext-link.png}