On a version of quaternionic function theory related to Chebyshev polynomials and modified Sturm-Liouville operators
Authors:
M. E. Luna-Elizarrarás, J. Morais, M. A. Pérez-de la Rosa and M. Shapiro
Journal:
Quart. Appl. Math. 74 (2016), 165-187
MSC (2010):
Primary 26C05, 30G35; Secondary 33C45, 42C05
DOI:
https://doi.org/10.1090/qam/1412
Published electronically:
December 7, 2015
MathSciNet review:
3472524
Full-text PDF Free Access
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Abstract: In the last few years considerable attention has been paid to the role of the prolate spheroidal wave functions (PSWFs) to many practical signal and image processing problems. The PSWFs and their applications to wave phenomena modeling, fluid dynamics and filter design played a key role in this development. It is pointed out in this paper that the operator $\mathcal {W}$ arising in the Helmholtz equation after the prolate spheroidal change of variables is the sum of three operators, $\mathcal {S}_{\xi ,\alpha }$, $\mathcal {S}_{\eta ,\beta }$ and $\mathcal {T}_{\phi }$, each of which acts on functions of one variable: two of them are modified Sturm-Liouville operators and the other one is, up to a variable coefficient, the Chebyshev operator. We believe that this fact reflects the essence of the separation of variables method in this case. We show that there exists a theory of functions with quaternionic values and of three real variables which is determined by the Moisil–Theodorescu-type operator with quaternionic variable coefficients, and that it is intimately related to the modified Sturm-Liouville operators and to the Chebyshev operator (we call it in this way, since its solutions are related to the classical Chebyshev polynomials). We address all the above and explore some basic facts of the arising quaternionic function theory. We further establish analogues of the basic integral formulae of complex analysis such as those of Borel-Pompeiu, Cauchy, and so on, for this version of quaternionic function theory. We conclude the paper by explaining the connections between the null-solutions of the modified Sturm-Liouville operators and of the Chebyshev operator, on one hand, and the quaternionic hyperholomorphic and anti-hyperholomorphic functions on the other.
References
- John P. Boyd, Approximation of an analytic function on a finite real interval by a bandlimited function and conjectures on properties of prolate spheroidal functions, Appl. Comput. Harmon. Anal. 15 (2003), no. 2, 168–176. MR 2007058, DOI 10.1016/S1063-5203(03)00048-4
- John P. Boyd, Prolate spheroidal wavefunctions as an alternative to Chebyshev and Legendre polynomials for spectral element and pseudospectral algorithms, J. Comput. Phys. 199 (2004), no. 2, 688–716. MR 2091911, DOI 10.1016/j.jcp.2004.03.010
- Carson Flammer, Spheroidal wave functions, Stanford University Press, Stanford, California, 1957. MR 0089520
- E. W. Hobson, The theory of spherical and ellipsoidal harmonics, Chelsea Publishing Co., New York, 1955. MR 0064922
- L. Jen, C. Hu, and K. Sheng, Separation of the Helmholtz equation in prolate spheroidal coordinates, J. Appl. Phys. 56 (1984), 1532.
- K. Kou, J. Morais, and Y. Zhang, Generalized prolate spheroidal wave functions for offset linear canonical transform in Clifford analysis, Math. Methods Appl. Sci. 36 (2013), no. 9, 1028–1041. MR 3066725, DOI 10.1002/mma.2657
- Vladislav V. Kravchenko and Michael V. Shapiro, Integral representations for spatial models of mathematical physics, Pitman Research Notes in Mathematics Series, vol. 351, Longman, Harlow, 1996. MR 1429392
- H. J. Landau and H. O. Pollak, Prolate spheroidal wave functions, Fourier analysis and uncertainty. II, Bell System Tech. J. 40 (1961), 65–84. MR 140733, DOI 10.1002/j.1538-7305.1961.tb03977.x
- H. J. Landau and H. O. Pollak, Prolate spheroidal wave functions, Fourier analysis and uncertainty. III. The dimension of the space of essentially time- and band-limited signals, Bell System Tech. J. 41 (1962), 1295–1336. MR 147686, DOI 10.1002/j.1538-7305.1962.tb03279.x
- N. N. Lebedev, Special functions and their applications, Dover Publications, Inc., New York, 1972. Revised edition, translated from the Russian and edited by Richard A. Silverman; Unabridged and corrected republication. MR 0350075
- L. W. Li, X. K. Kang, and M. S. Leong, Spheroidal Wave Functions in Electromagnetic Theory, John Wiley & Sons, Inc. ISBNs: 0-471-03170-4 (Hardback); 0-471-22157-0 (Electronic), 2002.
- M. E. Luna-Elizarrarás, R. M. Rodríguez-Dagnino, and M. Shapiro, On a version of quaternionic function theory related to Mathieu functions, American Institute of Physics Conference Proceedings, Vol. 936, 2007, pp. 761-763.
- María Elena Luna-Elizarrarás, Marco Antonio Pérez-de la Rosa, Ramón M. Rodríguez-Dagnino, and Michael Shapiro, On quaternionic analysis for the Schrödinger operator with a particular potential and its relation with the Mathieu functions, Math. Methods Appl. Sci. 36 (2013), no. 9, 1080–1094. MR 3066729, DOI 10.1002/mma.2665
- Ian C. Moore and Michael Cada, Prolate spheroidal wave functions, an introduction to the Slepian series and its properties, Appl. Comput. Harmon. Anal. 16 (2004), no. 3, 208–230. MR 2054280, DOI 10.1016/j.acha.2004.03.004
- J. Morais, A complete orthogonal system of spheroidal monogenics, JNAIAM. J. Numer. Anal. Ind. Appl. Math. 6 (2011), no. 3-4, 105–119 (2012). MR 2950034
- J. Morais, An orthogonal system of monogenic polynomials over prolate spheroids in $\Bbb R^3$, Math. Comput. Modelling 57 (2013), no. 3-4, 425–434. MR 3011170, DOI 10.1016/j.mcm.2012.06.020
- J. Morais, K. I. Kou, and W. Sprößig, Generalized holomorphic Szegö kernel in 3D spheroids, Comput. Math. Appl. 65 (2013), no. 4, 576–588. MR 3011442, DOI 10.1016/j.camwa.2012.10.011
- J. Morais, K. I. Kou, and S. Georgiev, On convergence properties of 3D spheroidal monogenics, Int. J. Wavelets Multiresolut. Inf. Process. 11 (2013), no. 3, 1350024, 19. MR 3070340, DOI 10.1142/S0219691313500240
- J. Morais and K. I. Kou, Constructing prolate spheroidal quaternion wave signals on the sphere. Submitted for publication.
- C. Niven, On the Conduction of Heat in Ellipsoids of Revolution, Philosophical transactions of the Royal Society of London (1880), 171.
- Vladimir Rokhlin and Hong Xiao, Approximate formulae for certain prolate spheroidal wave functions valid for large values of both order and band-limit, Appl. Comput. Harmon. Anal. 22 (2007), no. 1, 105–123. MR 2287387, DOI 10.1016/j.acha.2006.05.004
- Yoel Shkolnisky, Mark Tygert, and Vladimir Rokhlin, Approximation of bandlimited functions, Appl. Comput. Harmon. Anal. 21 (2006), no. 3, 413–420. MR 2274847, DOI 10.1016/j.acha.2006.05.001
- D. Slepian and H. O. Pollak, Prolate spheroidal wave functions, Fourier analysis and uncertainty. I, Bell System Tech. J. 40 (1961), 43–63. MR 140732, DOI 10.1002/j.1538-7305.1961.tb03976.x
- David Slepian, Prolate spheroidal wave functions, Fourier analysis and uncertainty. IV. Extensions to many dimensions; generalized prolate spheroidal functions, Bell System Tech. J. 43 (1964), 3009–3057. MR 181766, DOI 10.1002/j.1538-7305.1964.tb01037.x
- Elias M. Stein and Guido Weiss, Introduction to Fourier analysis on Euclidean spaces, Princeton Mathematical Series, No. 32, Princeton University Press, Princeton, N.J., 1971. MR 0304972
- G. Walter and T. Soleski, A new friendly method of computing prolate spheroidal wave functions and wavelets, Appl. Comput. Harmon. Anal. 19 (2005), no. 3, 432–443. MR 2186452, DOI 10.1016/j.acha.2005.04.001
- Gilbert G. Walter, Prolate spheroidal wavelets: translation, convolution, and differentiation made easy, J. Fourier Anal. Appl. 11 (2005), no. 1, 73–84. MR 2128945, DOI 10.1007/s00041-004-3083-9
- H. Xiao, V. Rokhlin, and N. Yarvin, Prolate spheroidal wavefunctions, quadrature and interpolation, Inverse Problems 17 (2001), no. 4, 805–838. Special issue to celebrate Pierre Sabatier’s 65th birthday (Montpellier, 2000). MR 1861483, DOI 10.1088/0266-5611/17/4/315
- Hong Xiao, Prolate spheroidal wave functions, quadrature, interpolation, and asymptotic formulae, ProQuest LLC, Ann Arbor, MI, 2001. Thesis (Ph.D.)–Yale University. MR 2701938
- Ahmed I. Zayed, A generalization of the prolate spheroidal wave functions, Proc. Amer. Math. Soc. 135 (2007), no. 7, 2193–2203. MR 2299497, DOI 10.1090/S0002-9939-07-08739-4
References
- John P. Boyd, Approximation of an analytic function on a finite real interval by a bandlimited function and conjectures on properties of prolate spheroidal functions, Appl. Comput. Harmon. Anal. 15 (2003), no. 2, 168–176. MR 2007058 (2004g:41027), DOI 10.1016/S1063-5203(03)00048-4
- John P. Boyd, Prolate spheroidal wavefunctions as an alternative to Chebyshev and Legendre polynomials for spectral element and pseudospectral algorithms, J. Comput. Phys. 199 (2004), no. 2, 688–716. MR 2091911 (2005m:65288), DOI 10.1016/j.jcp.2004.03.010
- Carson Flammer, Spheroidal wave functions, Stanford University Press, Stanford, California, 1957. MR 0089520 (19,689a)
- E. W. Hobson, The theory of spherical and ellipsoidal harmonics, Chelsea Publishing Company, New York, 1955. MR 0064922 (16,356i)
- L. Jen, C. Hu, and K. Sheng, Separation of the Helmholtz equation in prolate spheroidal coordinates, J. Appl. Phys. 56 (1984), 1532.
- K. Kou, J. Morais, and Y. Zhang, Generalized prolate spheroidal wave functions for offset linear canonical transform in Clifford analysis, Math. Methods Appl. Sci. 36 (2013), no. 9, 1028–1041. MR 3066725, DOI 10.1002/mma.2657
- Vladislav V. Kravchenko and Michael V. Shapiro, Integral representations for spatial models of mathematical physics, Pitman Research Notes in Mathematics Series, vol. 351, Longman, Harlow, 1996. MR 1429392 (98d:30054)
- H. J. Landau and H. O. Pollak, Prolate spheroidal wave functions, Fourier analysis and uncertainty. II, Bell System Tech. J. 40 (1961), 65–84. MR 0140733 (25 \#4147)
- H. J. Landau and H. O. Pollak, Prolate spheroidal wave functions, Fourier analysis and uncertainty. III. The dimension of the space of essentially time- and band-limited signals. , Bell System Tech. J. 41 (1962), 1295–1336. MR 0147686 (26 \#5200)
- N. N. Lebedev, Special functions and their applications, Dover Publications, Inc., New York, 1972. Revised edition, translated from the Russian and edited by Richard A. Silverman; unabridged and corrected republication. MR 0350075 (50 \#2568)
- L. W. Li, X. K. Kang, and M. S. Leong, Spheroidal Wave Functions in Electromagnetic Theory, John Wiley & Sons, Inc. ISBNs: 0-471-03170-4 (Hardback); 0-471-22157-0 (Electronic), 2002.
- M. E. Luna-Elizarrarás, R. M. Rodríguez-Dagnino, and M. Shapiro, On a version of quaternionic function theory related to Mathieu functions, American Institute of Physics Conference Proceedings, Vol. 936, 2007, pp. 761-763.
- María Elena Luna-Elizarrarás, Marco Antonio Pérez-de la Rosa, Ramón M. Rodríguez-Dagnino, and Michael Shapiro, On quaternionic analysis for the Schrödinger operator with a particular potential and its relation with the Mathieu functions, Math. Methods Appl. Sci. 36 (2013), no. 9, 1080–1094. MR 3066729, DOI 10.1002/mma.2665
- Ian C. Moore and Michael Cada, Prolate spheroidal wave functions, an introduction to the Slepian series and its properties, Appl. Comput. Harmon. Anal. 16 (2004), no. 3, 208–230. MR 2054280 (2005d:33031), DOI 10.1016/j.acha.2004.03.004
- J. Morais, A complete orthogonal system of spheroidal monogenics, JNAIAM. J. Numer. Anal. Ind. Appl. Math. 6 (2011), no. 3-4, 105–119 (2012). MR 2950034
- J. Morais, An orthogonal system of monogenic polynomials over prolate spheroids in $\mathbb {R}^3$, Math. Comput. Modelling 57 (2013), no. 3-4, 425–434. MR 3011170, DOI 10.1016/j.mcm.2012.06.020
- J. Morais, K. I. Kou, and W. Sprößig, Generalized holomorphic Szegö kernel in 3D spheroids, Comput. Math. Appl. 65 (2013), no. 4, 576–588. MR 3011442, DOI 10.1016/j.camwa.2012.10.011
- J. Morais, K. I. Kou, and S. Georgiev, On convergence properties of 3D spheroidal monogenics, Int. J. Wavelets Multiresolut. Inf. Process. 11 (2013), no. 3, 1350024, 19. MR 3070340, DOI 10.1142/S0219691313500240
- J. Morais and K. I. Kou, Constructing prolate spheroidal quaternion wave signals on the sphere. Submitted for publication.
- C. Niven, On the Conduction of Heat in Ellipsoids of Revolution, Philosophical transactions of the Royal Society of London (1880), 171.
- Vladimir Rokhlin and Hong Xiao, Approximate formulae for certain prolate spheroidal wave functions valid for large values of both order and band-limit, Appl. Comput. Harmon. Anal. 22 (2007), no. 1, 105–123. MR 2287387 (2008a:33024), DOI 10.1016/j.acha.2006.05.004
- Yoel Shkolnisky, Mark Tygert, and Vladimir Rokhlin, Approximation of bandlimited functions, Appl. Comput. Harmon. Anal. 21 (2006), no. 3, 413–420. MR 2274847 (2008c:41023), DOI 10.1016/j.acha.2006.05.001
- D. Slepian and H. O. Pollak, Prolate spheroidal wave functions, Fourier analysis and uncertainty. I, Bell System Tech. J. 40 (1961), 43–63. MR 0140732 (25 \#4146)
- David Slepian, Prolate spheroidal wave functions, Fourier analysis and uncertainity. IV. Extensions to many dimensions; generalized prolate spheroidal functions, Bell System Tech. J. 43 (1964), 3009–3057. MR 0181766 (31 \#5993)
- Elias M. Stein and Guido Weiss, Introduction to Fourier analysis on Euclidean spaces, Princeton Mathematical Series, No. 32, Princeton University Press, Princeton, N.J., 1971. MR 0304972 (46 \#4102)
- G. Walter and T. Soleski, A new friendly method of computing prolate spheroidal wave functions and wavelets, Appl. Comput. Harmon. Anal. 19 (2005), no. 3, 432–443. MR 2186452 (2006j:65053), DOI 10.1016/j.acha.2005.04.001
- Gilbert G. Walter, Prolate spheroidal wavelets: translation, convolution, and differentiation made easy, J. Fourier Anal. Appl. 11 (2005), no. 1, 73–84. MR 2128945 (2006a:42062), DOI 10.1007/s00041-004-3083-9
- H. Xiao, V. Rokhlin, and N. Yarvin, Prolate spheroidal wavefunctions, quadrature and interpolation, Special issue to celebrate Pierre Sabatier’s 65th birthday (Montpellier, 2000), Inverse Problems 17 (2001), no. 4, 805–838. MR 1861483 (2002h:41049), DOI 10.1088/0266-5611/17/4/315
- Hong Xiao, Prolate spheroidal wave functions, quadrature, interpolation, and asymptotic formulae, Thesis (Ph.D.)–Yale University, 2001, ProQuest LLC, Ann Arbor, MI, 2001. MR 2701938
- Ahmed I. Zayed, A generalization of the prolate spheroidal wave functions, Proc. Amer. Math. Soc. 135 (2007), no. 7, 2193–2203 (electronic). MR 2299497 (2008f:33013), DOI 10.1090/S0002-9939-07-08739-4
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Additional Information
M. E. Luna-Elizarrarás
Affiliation:
Escuela Superior de Física y Matemáticas del Instituto Politécnico Nacional, Mexico
Email:
eluna@esfm.ipn.mx
J. Morais
Affiliation:
Departamento de Matemáticas, Instituto Tecnológico Autónomo de México, Rio Hondo #1, Col. Progreso Tizapan, México, DF 01080, México
Email:
joao.morais@itam.mx
M. A. Pérez-de la Rosa
Affiliation:
Departamento de Matemáticas, Instituto Tecnológico Autónomo de México, Rio Hondo #1, Col. Progreso Tizapan, México DF 01080, México
Email:
marco.perez.delarosa@itam.mx
M. Shapiro
Affiliation:
Escuela Superior de Física y Matemáticas del Instituto Politécnico Nacional, Mexico
Email:
shapiro@esfm.ipn.mx
Keywords:
Prolate spheroidal wave functions,
modified Sturm-Liouville operators,
Chebyshev operator,
Helmholtz equation,
quaternionic analysis.
Received by editor(s):
July 16, 2014
Published electronically:
December 7, 2015
Article copyright:
© Copyright 2015
Brown University