schur class
In complex analysis, the Schur class is the set of holomorphic functions defined on the open unit disk and satisfying that solve the Schur problem: Given complex numbers , find a function
:
which is analytic and bounded by {{math|1}} on the unit disk.{{citation|last=Schur|first=J. |title=Über die Potenzreihen, die im Innern des Einheitkreises beschränkten sind. I, II |journal = Journal für die reine und angewandte Mathematik |series=Operator Theory: Advances and Applications |volume = 147|year = 1918 |pages = 205–232, I. Schur Methods in Operator Theory and Signal Processing in: Operator Theory: Advances and Applications, vol. 18, Birkhäuser, Basel, 1986 (English translation) |isbn=978-3-0348-5484-9| doi=10.1007/978-3-0348-5483-2}} The method of solving this problem as well as similar problems (e.g. solving Toeplitz systems and Nevanlinna-Pick interpolation) is known as the Schur algorithm (also called Coefficient stripping or Layer stripping). One of the algorithm's most important properties is that it generates {{math|n + 1}} orthogonal polynomials which can be used as orthonormal basis functions to expand any {{mvar|n}}th-order polynomial.{{cite book | last1=Chung | first1=Jin-Gyun | last2=Parhi | first2=Keshab K. | series=The Kluwer International Series in Engineering and Computer Science | title=Pipelined Lattice and Wave Digital Recursive Filters | publisher=Springer US | publication-place=Boston, MA | year=1996 | isbn=978-1-4612-8560-1 | issn=0893-3405 | doi=10.1007/978-1-4613-1307-6 | page=79}} It is closely related to the Levinson algorithm though Schur algorithm is numerically more stable and better suited to parallel processing.{{cite book | last=Hayes | first=Monson H.|title= Statistical digital signal processing and modeling | url=https://www.worldcat.org/oclc/34243409 | page=242| year = 1996 | publisher = John Wiley & Son | isbn =978-0-471-59431-4| oclc=34243409}}
Schur function
Consider the Carathéodory function of a unique probability measure on the unit circle given by
:
where implies .{{Citation | last1=Simon | first1=Barry | author1-link=Barry Simon | title=Orthogonal polynomials on the unit circle. Part 1. Classical theory | url=https://books.google.com/books?id=d94r7kOSnKcC | publisher=American Mathematical Society | location=Providence, R.I. | series=American Mathematical Society Colloquium Publications | isbn=978-0-8218-3446-6 | mr=2105088 | year=2005 | volume=54}} Then the association
:
sets up a one-to-one correspondence between Carathéodory functions and Schur functions given by the inverse formula:
:
Schur algorithm
Schur's algorithm is an iterative construction based on Möbius transformations that maps one Schur function to another.{{Cite book |last=Conway |first=John B. |title=Functions of One Complex Variable I (Graduate Texts in Mathematics 11) |title-link=Graduate Texts in Mathematics |publisher=Springer-Verlag |year=1978 |isbn=978-0-387-90328-6|page=127}} The algorithm defines an infinite sequence of Schur functions and Schur parameters (also called Verblunsky coefficient or reflection coefficient) via the recursion:{{Citation | last =Simon| first =Barry | author-link=Barry Simon | title=Szegő's theorem and its descendants: spectral theory for L² perturbations of orthogonal polynomials| url=https://books.google.com/books?id=e9R5gcz_x0YC | date=2010|publisher=Princeton University Press|isbn=978-0-691-14704-8}}
:
which stops if . One can invert the transformation as
:
or, equivalently, as continued fraction expansion of the Schur function
:
by repeatedly using the fact that
:
See also
References
{{Reflist}}