connects locally compact with their dual groups, made up of continuous homomorphisms to the circle group. This powerful concept establishes a two-way correspondence, allowing us to study groups through their characters.

Fourier analysis on groups extends classical Fourier analysis to more general settings. It introduces the for functions on groups, providing tools like the inversion theorem and Parseval's identity for analyzing group structures and functions.

Pontryagin Duality and Character Groups

Dual Groups and Isomorphisms

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  • Pontryagin duality establishes a correspondence between a locally compact abelian group and its
    • The dual group consists of all continuous homomorphisms from the original group to the circle group T\mathbb{T}
    • These homomorphisms are called characters of the group
  • The Pontryagin dual of a locally compact abelian group GG is denoted as G^\hat{G}
    • G^\hat{G} is also a locally compact abelian group under and the compact-open topology
  • The Pontryagin duality theorem states that the dual of the dual group G^^\hat{\hat{G}} is canonically isomorphic to the original group GG
    • This isomorphism is a homeomorphism, preserving both the group structure and the topological properties

Character Groups and Compactification

  • The group of a locally compact abelian group GG is the set of all continuous homomorphisms from GG to the circle group T\mathbb{T}
    • Characters are complex-valued functions χ:GT\chi: G \to \mathbb{T} satisfying χ(xy)=χ(x)χ(y)\chi(xy) = \chi(x)\chi(y) for all x,yGx, y \in G
    • The character group is endowed with the compact-open topology, making it a locally compact abelian group
  • The Bohr compactification of a GG is a compact Hausdorff group bGbG together with a continuous homomorphism b:GbGb: G \to bG
    • The Bohr compactification is characterized by the property that any continuous homomorphism from GG to a compact Hausdorff group factors uniquely through bb
    • For a locally compact abelian group GG, the Bohr compactification bGbG is isomorphic to the dual group of the discrete group GdG_d, where GdG_d is GG with the discrete topology

Fourier Analysis on Groups

Fourier Transform and Inversion Theorem

  • The Fourier transform on a locally compact abelian group GG is a linear operator that maps functions on GG to functions on its dual group G^\hat{G}
    • For a function fL1(G)f \in L^1(G), its Fourier transform f^\hat{f} is defined as f^(χ)=Gf(x)χ(x)dx\hat{f}(\chi) = \int_G f(x) \overline{\chi(x)} dx for χG^\chi \in \hat{G}
    • The Fourier transform extends to a unitary operator from L2(G)L^2(G) to L2(G^)L^2(\hat{G})
  • The Fourier inversion theorem states that under suitable conditions, a function can be recovered from its Fourier transform
    • For a function fL1(G)f \in L^1(G) with f^L1(G^)\hat{f} \in L^1(\hat{G}), the inversion formula holds: f(x)=G^f^(χ)χ(x)dχf(x) = \int_{\hat{G}} \hat{f}(\chi) \chi(x) d\chi for almost all xGx \in G
    • The measure dχd\chi is the Haar measure on the dual group G^\hat{G}

Parseval's Identity and Annihilators

  • Parseval's identity is a fundamental result in Fourier analysis that relates the L2L^2 norms of a function and its Fourier transform
    • For a function fL2(G)f \in L^2(G), Parseval's identity states that Gf(x)2dx=G^f^(χ)2dχ\int_G |f(x)|^2 dx = \int_{\hat{G}} |\hat{f}(\chi)|^2 d\chi
    • This identity expresses the fact that the Fourier transform is a unitary operator on L2(G)L^2(G)
  • The annihilator of a subset AA of a locally compact abelian group GG is the set A={χG^:χ(x)=1 for all xA}A^{\perp} = \{\chi \in \hat{G} : \chi(x) = 1 \text{ for all } x \in A\}
    • The annihilator AA^{\perp} is a closed subgroup of the dual group G^\hat{G}
    • The annihilator of a closed subgroup HH of GG is isomorphic to the dual group of the quotient group G/HG/H, i.e., (G/H)H(G/H)^{\wedge} \cong H^{\perp}

Key Terms to Review (18)

Abelian groups: An abelian group is a set equipped with an operation that combines any two elements to form a third element, where the operation is both associative and commutative. In these groups, the order in which you combine elements does not change the result, meaning that for any two elements a and b in the group, the equation a * b = b * a holds true. Abelian groups are foundational in various areas of mathematics, especially in the context of Fourier analysis on groups, as they exhibit properties that simplify the study of functions defined on these structures.
Character: In the context of harmonic analysis, a character is a continuous homomorphism from a locally compact abelian group to the multiplicative group of complex numbers. This concept is essential as it allows us to study the structure of the group through its characters, revealing important information about the group's representation and its underlying properties.
Convolution: Convolution is a mathematical operation that combines two functions to produce a third function, expressing how the shape of one function is modified by the other. This operation is crucial in various fields such as signal processing, where it helps to filter signals, and in harmonic analysis, where it connects to Fourier transforms and distributions.
Dual Group: The dual group of a locally compact abelian group is the set of all continuous homomorphisms from that group to the circle group, typically denoted as $\mathbb{T}$. This concept is crucial in harmonic analysis as it allows for the study of the structure and representation of functions on the original group through its dual, facilitating the application of Fourier analysis techniques.
Eugene Dynkin: Eugene Dynkin is a prominent mathematician known for his contributions to probability theory, stochastic processes, and harmonic analysis, particularly in the context of duality theories. His work laid foundational principles that connect various fields, emphasizing the role of symmetry and transformation in mathematical analysis. His insights have influenced not only pure mathematics but also its applications in theoretical physics and other disciplines.
Fourier Transform: The Fourier Transform is a mathematical operation that transforms a time-domain signal into its frequency-domain representation. This transformation allows for the analysis of signals in terms of their constituent frequencies, making it essential in various fields like engineering, physics, and applied mathematics.
Harmonic synthesis: Harmonic synthesis is the process of constructing a function or signal as a sum of harmonics, which are the building blocks of complex waveforms. This concept plays a crucial role in understanding how functions can be decomposed and represented in terms of simpler, periodic components, allowing for analysis in various mathematical and applied contexts, especially in the study of locally compact abelian groups and Fourier analysis.
Irreducible representation: An irreducible representation is a representation of a group that cannot be decomposed into smaller representations; it is the simplest form of representing the group's structure through linear transformations. This concept plays a vital role in understanding the harmonic analysis on groups, where these representations capture the essential features of the group in a way that can't be simplified further. Recognizing irreducible representations allows mathematicians to explore the structure of groups more deeply, connecting them to harmonic analysis, duality principles, and the representation theory of compact groups.
Lev Pontryagin: Lev Pontryagin was a prominent Soviet mathematician known for his significant contributions to various fields, including topology, functional analysis, and particularly the theory of duality in the context of topological groups. His work laid the foundation for Pontryagin duality, which is a fundamental concept connecting algebraic structures with their duals, and it plays a vital role in Fourier analysis on groups by establishing relationships between functions defined on groups and their duals.
Locally Compact Groups: Locally compact groups are topological groups that, in a neighborhood of each point, exhibit compactness. This property plays a crucial role in harmonic analysis, particularly when it comes to defining Haar measures and understanding invariant integration. Locally compact groups allow for the application of tools like Pontryagin duality and Fourier analysis, facilitating the study of representations and structure of these groups.
Normed space: A normed space is a vector space equipped with a function called a norm that assigns a length to each vector in the space. This structure allows for the generalization of concepts like distance and convergence, which are essential in various mathematical analyses, particularly in the context of functional analysis and topology. Normed spaces provide a foundation for understanding duality and the properties of functions defined on groups.
Peter-Weyl Theorem: The Peter-Weyl Theorem states that the space of square-integrable functions on a compact group can be decomposed into a direct sum of finite-dimensional irreducible representations. This theorem plays a crucial role in the representation theory of compact groups and provides a bridge between harmonic analysis and abstract algebra, connecting it with Pontryagin duality and Fourier analysis on groups.
Plancherel Theorem: The Plancherel Theorem states that the Fourier transform is an isometric isomorphism between the space of square-integrable functions and the space of square-integrable functions on the dual group. This means that it preserves the inner product, allowing for an equality between the L2 norms of a function and its Fourier transform, providing a foundational link between time and frequency domains.
Pointwise multiplication: Pointwise multiplication refers to the operation where two functions are multiplied together by multiplying their values at each point in their domain. This concept is significant in harmonic analysis, especially when dealing with Fourier transforms and functions on groups, as it allows for the analysis of how functions interact through direct multiplication.
Pontryagin duality: Pontryagin duality is a fundamental concept in harmonic analysis that establishes a correspondence between a locally compact abelian group and its dual group, which consists of all continuous homomorphisms from the group to the circle group. This duality plays a crucial role in understanding the structure of groups and their representations, enabling the application of Fourier analysis techniques to group theory and allowing for deep insights into both algebraic and topological properties of groups.
Spectral Decomposition: Spectral decomposition refers to the process of expressing a linear operator or matrix in terms of its eigenvalues and eigenvectors. This method is crucial in various fields as it allows for a simplified analysis of operators by breaking them down into simpler, more manageable components. By understanding the spectral properties of an operator, one can analyze its behavior and apply it to different contexts such as quantum mechanics, harmonic analysis, and group theory.
Topological Group: A topological group is a mathematical structure that combines the properties of a group and a topological space, where the group operations of multiplication and taking inverses are continuous with respect to the topology. This means that you can do algebraic operations in a way that respects the notion of closeness or continuity, linking algebra and analysis. Topological groups play a crucial role in many areas, including representation theory and harmonic analysis, particularly when looking at structures like Pontryagin duality and Fourier analysis on groups.
Unitary representation: A unitary representation is a way of representing a group by unitary operators on a Hilbert space, ensuring that the group operation corresponds to the composition of these operators. This type of representation preserves the inner product, allowing for the analysis of symmetry and structure in mathematical objects. It plays a crucial role in harmonic analysis, representation theory, and the duality relationships found in Fourier analysis on groups.
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