School of Mathematical Sciences, Key Laboratory of Mathematics and Complex Systems of Ministry of Education, Beijing Normal University, 100875, Beijing, China
Received:
26 March 2016
Accepted:
11 April 2016
Published:
19 April 2016
In this paper, we are devoted to establishing several necessary and sufficient conditions for $f\in L^{p}(\mathbb{R}^{n}),\ g\in L^{q}(\mathbb{R}^{n})$ with $\frac{1}{p}+\frac{1}{q}\leq 1$ to satisfy the Bedrosian identity $H(fg)=fHg$, where $H$ denotes the n-dimensional Hilbert transform. In addition, we also show that the distribution $f\in \mathcal{D}'_{L^{p}}(\mathbb{R}^{n})$ can be represented by functions in the Hardy space on tube.
Citation: Zhihong Wen, Guantie Deng. The Bedrosian Identity for Lp Function and the Hardy Space on Tube[J]. AIMS Mathematics, 2016, 1(1): 9-23. doi: 10.3934/Math.2016.1.9
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Abstract
In this paper, we are devoted to establishing several necessary and sufficient conditions for $f\in L^{p}(\mathbb{R}^{n}),\ g\in L^{q}(\mathbb{R}^{n})$ with $\frac{1}{p}+\frac{1}{q}\leq 1$ to satisfy the Bedrosian identity $H(fg)=fHg$, where $H$ denotes the n-dimensional Hilbert transform. In addition, we also show that the distribution $f\in \mathcal{D}'_{L^{p}}(\mathbb{R}^{n})$ can be represented by functions in the Hardy space on tube.
1. Introduction
The complex signal method especially analytic signal method is a classical way of defining the phase and amplitude of signals, which plays an important role in meteorological as well as atmospheric applications, ocean engineering, structural science, and imaging processing, one can refer to [16,17,18,22,28,24] for details. This results in the widely used empirical mode decomposition and the Hilbert-Huang transform, see for instance [7,16,17].
The Hilbert transform is a well-known and useful concept in harmonic analysis and signal processing (see for instance [13,2,9,15]). The 1-dimensional Hilbert transform H for functions f∈Lp(R) (1≤p<∞) can be stated as follows
Regarding to the Hilbert transform defined above: If f,g∈L2(R) satisfy either suppˆf⊆R+(R+=[0,∞)), suppˆg⊆R+ or suppˆf⊆[−a,a], suppˆg⊆(−∞,−a]⋃[a,∞) for some positive number a, then the following identity holds true
[H(fg)](x)=f(x)(Hg)(x),x∈R,
which is named as the Bedrosian identity to honor Bedrosian for his contribution [1]. Later, some efforts were devoted to obtaining more general sufficient conditions (see e.g., [3,21]). The Bedrosian identity simplifies the calculation of the Hilbert transform of a product of functions. In recent years, the Bedrosian identity has attracted considerable attention and progress has been made. There is a large number of documents for the studies of the Bedrosian identity, see for example [6, 5, 8, 25, 26, 30, 31, 32, 34, 35, 36, 37].. It is worthwhile to state that an observation in [33] implies that the Hilbert transform is essentially the only operator satisfying the Bedrosian theorem.
It is well known that the complex signal method via the Hilbert transform has already become a significant tool in signal analysis and processing, especially in the time-frequency analysis (see, e.g., [4,1,9,14,21]). Imaging and other applications to multidimensional signals call for extension of the method to higher dimensions. Therefore, it is natural to establish the Bedrosian identity in n-dimension case. To the best knowledge of the authors, there are only very few results on multidimensional Bedrosian identities. Actually, in some special case, that is p=2, one can refer to [33,38,19] consulting the multidimensional Bedrosian identity.
Now let us give the definition of the total Hilbert transform as well as the partial Hilbert transform.
Definition 1.1The partial Hilbert transform forf∈Lp(Rn)(1≤p<∞), Hjfis given by
(Hjf)(x):=p.v.1π∫Rf(y)(xj−yj)dyj.
The total Hilbert transformHof a function is given by
The Fourier transform ˆf of f∈L1(Rn) is defined as
ˆf(x)=∫Rnf(t)e−ix⋅tdt,x∈Rn.
Next, let us give some basic notation. Let D(Rn) be the space of infinitely differentiable functions on Rn with compact support and D′(Rn) the space of distributions, namely, the dual of D(Rn). A distribution T is said to vanish on an open subset Ω⊆Rn as long as for each ϕ∈D(Rn) with suppϕ⊆Ω, <T,ϕ>=T(ϕ) equals zero. The support of T∈D′(Rn), denoted by suppT, is defined to be the complement of the largest open subset of Rn on which T vanishes. This definition is consistent with the ordinary one when T is a continuous function. Set
D+={x:x=(x1,⋯,xn)∈Rn,sgn(−x)=∏nj=1sgn(−xj)=1},
D−={x:x=(x1,⋯,xn)∈Rn,sgn(−x)=∏nj=1sgn(−xj)=−1}
and
D0={x:x=(x1,⋯,xn)∈Rn,sgn(−x)=∏nj=1sgn(−xj)=0}.
We denote by DD+(Rn), DD−(Rn) and DD0(Rn) the set of functions in D(Rn) that are supported on D+,D− and D0, respectively.
To apply the Fourier transform, we also introduce the Schwartz class S(Rn) and its dual S′(Rn), the space of temperate distributions. The Schwartz class S(Rn) consists of infinitely differentiable function φ on Rn for all α,β∈Zn+ satisfies
supx∈Rn|xαDβφ(x)|<∞,
where α=(α1,α2,⋯,αn),β=(β1,β2,⋯,βn),αj and βj are nonnegative integers. The Fourier transform ˆφ is a linear homeomorphism from S(Rn) onto itself. Meanwhile, the following identity holds
(Hφ)∧(x)=(−i)sgn(x)ˆφ(x),∀φ∈S(Rn).
The Fourier transform F:S′(Rn)→S′(Rn) defined as
⟨ˆψ,φ⟩=⟨ψ,ˆφ⟩,∀φ∈S(n)
is a linear isomorphism from S′(Rn) onto itself. For ψ∈S′(Rn), ∀φ∈S(Rn), it is easy to check that
=⟨ˇψ,˜φ⟩ = =⟨ψ,ˆφ⟩=⟨ˆψ,φ⟩.
Therefore in the sense of distribution, we obtain
˜ˇψ=ˆψ,
where ˜φ(x)=φ(−x). ˇψ is the inverse Fourier transform defined as
⟨⌣ψ,φ⟩=⟨ψ,⌣φ⟩.
For the detail properties of S(Rn) and S′(Rn), see for example [27,11,14].
A function f defined on Rn belongs to DLp(Rn),1<p<∞ if and only if
(1) f∈C∞(Rn),
(2) Dkf∈Lp(Rn),k=0,1,⋯.
In the sequel for 1<p<∞, we denote by D′Lp(Rn) the dual of DLp′(Rn), where 1p+1p′=1.
Our second main component of this paper is to consider the boundary values of holomorphic functions in distribution (see for instance [20]). More precisely, we show that the distribution f∈D′Lp(Rn) can be represented by functions in the Hardy space on tube.
Let B denote an open connected subset of Rn. The tube is defined by TB≐{x+iy:x∈Rn,y∈B}. The Hardy space [29] on tube TB is defined as
Hp(TB):={f∈H(TB):‖f‖Hp<∞},
where ‖f‖Hp=supy∈B(∫Rn|f(x+iy)|pdx)1p, and H(TB) consists of all the holomorphic functions on TB.
Definition 1.2Letf∈D′Lp(n),1p∞.The distributional differentiation and Hilbert transform of f are defined as
⟨Dkf,φ⟩=⟨f,(−1)|k|Dkφ⟩,
and
Hf,φ=f,(−1)nHφ,∀φ∈DLp′(n)
respectively.
Here we want to mention that Pandey [23] proved that Dkf∈D′Lp(Rn),Hf∈D′Lp(Rn) and Hilbert transform H defined on Lp(Rn)(p>1) is isomorphism from DLp(Rn) onto itself.
The present paper is structured as follows. In section 2, we characterize the Bedrosian Identity of total Hilbert tranform, which consists of several lemmas. In section 3, we prove distribution f∈D′Lp can be represented by functions in the Hardy space on tube.
2. The bedrosian identity for Lp(Rn) function
This part is motivated by the need of defining multidimensional complex signals. We define the complex signal of f∈Lp through total Hilbert transform H as f+iHf. In this section we investigate the multidimensional Bedrosian identity H(fg)=fHg for f∈Lp(Rn),g∈Lq(Rn) with 1<p,q<∞. In particular, several necessary and sufficient conditions to guarantee the Bedrosian identity to be valid are obtained.
Lemma 2.1Letf∈Lp(Rn)for1<p<∞, then
H(f∗g)(x)=(Hf∗g)(x)a.e.g∈L1(Rn).
Proof. According to the properties of Hilbert transform and convolution, it is not difficult to show that f∗g,Hf∗g and H(f∗g) all belong to Lp(Rn). Thus both sides of the above equality are well defined. By Fubini's theorem, for all h∈Lp′(Rn), we have
Lemma 2.2Let1≤p≤2,f∈Lp(Rn). If there existsg∈Lp(Rn)such that
(−i)nsgn(x)ˆf(x)=ˆg(x),
(1)
thenHf=ga.e..
Proof. As f∈Lp(Rn) and g∈Lp(Rn) satisfy (1), we can choose a sequence of functions {ϕj,j∈N} that are infinitely differentiable with compact support satisfying for each f,g∈Lp(Rn)
This fact yields that Hf=ga.e. We thus complete the proof.
Lemma 2.3Assume thatp,q,r∈(1,∞]satisfy1p+1q=1r≤1. Let f∈Lp(Rn) and g∈Lq(Rn), then(suppˆf)⋃(suppˆg)⊆D+⋃D0and(suppˆf)⋃(suppˆg)⊆D−⋃D0implysupp(fg)∧⊆D+⋃D0andsupp(fg)∧⊆D−⋃D0, respectively.
Proof. The H¨older inequality
‖fg‖Lr(Rn)≤‖f‖Lp(Rn)‖g‖Lq(Rn)
(3)
implies that fg∈Lr(Rn). Thus, for each ϕ∈S(Rn) we get that
⟨(fg)∧,ϕ⟩=⟨fg,ˆϕ⟩=∫nf(t)g(t)ˆϕ(t)dt.
Choose a function ψ∈D(Rn) such that ˆψ(0)=1 and set
fj(x):=∫Rnψj(x−t)f(t)dt,j∈N,
where ψj(t)=jnψ(jt),t∈Rn. For each j∈N, the function fj enjoys the property that fj∈C∞(Rn),Dkfj∈L∞(Rn) for each nonnegative integer k. Furthermore, if p<∞, then fj converges to f in Lp(Rn) as j goes to infinity. This fact as well as (3) yields for p<∞ that
‖fjg−fg‖Lr(Rn)≤‖fj−f‖Lp(Rn)‖g‖Lq(Rn)→0(j→∞).
As a result, if p<∞, then there holds
limj→∞∫Rnfj(t)g(t)ˆϕ(t)dt=∫Rnf(t)g(t)ˆϕ(t)dt.
The above equality remains true for p=∞ because in this case we have that fj∈L∞(Rn) converges almost everywhere to f and thus that gˆϕ∈L1(Rn).
Now we suppose that (suppˆf)⋃(suppˆg)⊆D+⋃D0. To show that supp(fg)∧⊆D+⋃D0, it is sufficient to show that ∫Rnfj(t)g(t)ˆϕ(t)dt=0 for each j∈N and ϕ∈DD−(Rn). For ϕ∈DD−(Rn), the properties of the functions fj ensure that fjϕ∈S(Rn),j∈N. Therefore,
Combining (5) with (6) proves that ⟨ˆf,ϕ⟩=0 for each ϕ∈DD−(Rn), that is suppˆf⊆D+⋃D0.
Conversely, suppose that we have f∈Lp(Rn) with suppˆf⊆D+⋃D0. By lemma ???, there holds supp(f+(−i)nHf)∧⊆D+⋃D0, then supp(Hf)∧⊆D+⋃D0. Therefore, to show that Hf=(i)nf it suffices to show for each ϕ∈DD+(Rn) that
⟨(f−(−i)nHf)∧,ϕ⟩=0.
Lemma 2.4 work for this purpose. This ends the proof.
Now we introduce that each f∈Lp(Rn) for 1<p<∞ can be decomposed as f=f++f−, where
f+=f+(−i)nHf2,f−=f−(−i)nHf2.
Theorem 2.6Letf∈Lp(Rn),g∈Lq(Rn)with1p+1q=1r.Thenf,gsatisfy the Bedrosian identityH(fg)=fHg on D+⋃D−if and only if
supp(f+g−)∧⊆D−⋃D0andsupp(f−g+)∧⊆D+⋃D0.
@Proof. By using the above decomposition f=f++f− and g=g++g−, we can rewrite the Bedrosian identity as
By the H¨older inequality, functions f+g+,f+g−,f−g+,f−g− are all in Lr(Rn). The results relation (8) hence imply by Lemma 2.5 that
H(f+g+)=(i)nf+g+,H(f−g−)=−(i)nf−g−.
Therefore, equation (7) holds if and only if
H(f+g−+f−g+)=(i)nf−g+−(i)nf+g−.
(10)
If supp(f+g−)∧⊆D−⋃D0andsupp(f−g+)∧⊆D+⋃D0 holds true, then (9) is valid.
On the other hand, we suppose that (9) is true. By applying the Hilbert transform to both sides of equation (9), one gets that
(−1)n(f+g−+f−g+)=(i)nH(f−g+)−(i)H(f+g−).
(11)
Combining (10) and (9), it follows that
H(f−g+)=(i)nf−g+,H(f+g−)=−(i)nf+g−.
The above is equivalent to supp(f+g−)∧⊆D−⋃D0andsupp(f−g+)∧⊆D+⋃D0. The proof is complete.
Theorem 2.7.Iff∈Lp(Rn),g∈Lq(Rn)satisfy either(suppˆf)⋃(suppˆg)⊆D+⋃D0or(suppˆf)⋃(suppˆg)⊆D−⋃D0then the Bedrosian identity holds onD+⋃D− .
Proof. If (suppˆf)⋃(suppˆg)⊆D+⋃D0, then by Lemma 2.5, Hf=(i)nf and Hg=−(i)ng. Therefore, according to the definition of f+ and f−, we have that
f+=f+(−i)nHf2=f+(−i)n(i)nf2=f,f−=0.
Similarly g+=g,g−=0. The desired result then follows by a trivial application of Theorem 2.6. The other case can be proved in the same way. The proof is thus completed.
Theorem 2.8.Supposef∈S(Rn),g∈L2(Rn) with 1p+1q=1satisfy the Bedrosian identity if and only if
2∫D−ˆf(ξ−η)ˆg(η)dη+∫D0ˆf(ξ−η)ˆg(η)dη=0,ξ∈D+⋃D0
(12)
and
2∫D+ˆf(ξ−η)ˆg(η)dη+∫D0ˆf(ξ−η)ˆg(η)dη=0,ξ∈D−⋃D0.
(13)
Proof. Since fg,fHg∈L1(Rn),H(fg)=fHga.e. if and only if
Clearly, the above integral can be divided into the following three parts
2∫D−ˆf(ξ−η)ˆg(η)dη+∫D0ˆf(ξ−η)ˆg(η)dη=0,ξ∈D+,
2∫D+ˆf(ξ−η)ˆg(η)dη+∫D0ˆf(ξ−η)ˆg(η)dη=0,ξ∈D−,
∫D−ˆf(ξ−η)ˆg(η)dη=∫D+ˆf(ξ−η)ˆg(η)dη,ξ∈D0.
By the continuity of ∫D+ˆf(⋅−η)ˆg(η)dη and ∫D−ˆf(⋅−η)ˆg(η)dη, it is not hard to show that f and g satisfy the three integrals above if and only they satisfy (11) and (12). We thus conclude the proof.
3. Distribution f∈Lp(Rn) and the Hardy space on tube
In this section, we give some lemmas which will be used in the proof process of the main result.
Lemma 3.1. (see [10]) Letu∈Lp(R)for1<p<∞. The functionG(u)(z)is defined as
G(u)(z)=1πi∫Ru(t)t−zdt.
ThenG(u)∈Hp(C+).Moreover,
∫R|G(u)(x+iy)|pdx≤Ap∫R|u(t)|pdt,
whereAp=max{p2pp−1,2ppp−1}.
Lemma 3.2.LetΓ={y=(y1,y2)∈R2:y1>0,y2>0}. Supposef∈Lp(R2)(1<p<∞). The Cauchy integral offis given by
F(z)=1(2πi)2∫R2K(z−t)f(t)dt.
ThenF(z)∈Hp(TΓ). Moreover, there exists a constantAsuch that
‖F‖Hp(TΓ)≤A‖f‖p.
Proof. We consider the first octant Γ={y=(y1,y2)∈Rn:y1>0,y2>0}, then we can show Γ∗=¯Γ (¯Γ is the closure of Γ). The Cauchy kernel associated with the tube TΓ={z=x+iy:x∈R2,y∈Γ} is
Corollary 3.6.Let1<p≤2. Assume thatjis a nonnegative integer andFα(z)∈Hp(TΓ). We denote
F(z)=∑|α|≤jDαFα(z),
then there existsf(x)∈D′Lp(Rn)such that
F(z)=1(2πi)n⟨f(t),1∏ni=1(ti−zi)⟩,
where α is a multi-index notation and Γ is an open convex cone.
Acknowledgments
The authors would like to thank the anonymous referee and editor very much for their valuable comments and suggestions, which greatly help us improve the presentation of this article. This work was supported by SRFDP (Grant 20100003110004) and by NSFC (Grant 11271045).
Conflict of Interest
We declare that we have no conflict of interest.
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Zhihong Wen, Guantie Deng. The Bedrosian Identity for Lp Function and the Hardy Space on Tube[J]. AIMS Mathematics, 2016, 1(1): 9-23. doi: 10.3934/Math.2016.1.9
Zhihong Wen, Guantie Deng. The Bedrosian Identity for Lp Function and the Hardy Space on Tube[J]. AIMS Mathematics, 2016, 1(1): 9-23. doi: 10.3934/Math.2016.1.9