Skip to main content
Top

2019 | OriginalPaper | Chapter

3. Sampling the Sphere

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

Spherical microphone arrays are realized by placing microphones in three-dimensional space and recording the signals at the microphone locations. When the microphones are placed on the surface of a sphere, they sample the sound pressure at the sphere surface. Estimation of the sound pressure function on the measurement sphere may depend on the sampling configuration and, therefore, methods for sampling functions on the sphere, such as equal-angle sampling, Gaussian sampling, and uniform sampling, are presented in this chapter. An important feature of the sampling methods is their capacity to facilitate computation of the spherical Fourier transform of the function on the sphere in the case of order-limited functions. When this capacity is not fully achieved, sampling errors occur and the function cannot be reconstructed from its samples. The sampling methods mentioned above have closed-form expressions for computing the spherical harmonic coefficients from the samples, using a summation rather than integration. Computation of the spherical harmonic coefficients can also be realized for arbitrary sampling configurations, using an inversion of the sampled spherical harmonics matrix, as detailed in this chapter. The methods presented here will provide the basis for selecting microphone locations in the process of spherical microphone array design.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Literature
1.
go back to reference Arfken, G., Weber, H.J.: Mathematical Methods for Physicists, 5th edn. Academic, San Diego (2001)MATH Arfken, G., Weber, H.J.: Mathematical Methods for Physicists, 5th edn. Academic, San Diego (2001)MATH
2.
go back to reference Driscoll, J.R., Healy Jr., D.M.: Computing Fourier transforms and convolutions on the 2-sphere. Adv. Appl. Math. 15(2), 202–250 (1994)MathSciNetCrossRef Driscoll, J.R., Healy Jr., D.M.: Computing Fourier transforms and convolutions on the 2-sphere. Adv. Appl. Math. 15(2), 202–250 (1994)MathSciNetCrossRef
3.
go back to reference Fliege, J., Maier, U.: The distribution of points on the sphere and corresponding cubature formulae. IMA J. Numer. Anal. 19(2), 317–334 (1999)MathSciNetCrossRef Fliege, J., Maier, U.: The distribution of points on the sphere and corresponding cubature formulae. IMA J. Numer. Anal. 19(2), 317–334 (1999)MathSciNetCrossRef
4.
go back to reference Hardin, R.H., Sloane, N.J.A.: McLaren’s improved snub cube and other new spherical designs in three dimensions. Discret. Comput. Geom. 15(4), 429–441 (1995)MathSciNetCrossRef Hardin, R.H., Sloane, N.J.A.: McLaren’s improved snub cube and other new spherical designs in three dimensions. Discret. Comput. Geom. 15(4), 429–441 (1995)MathSciNetCrossRef
5.
go back to reference Healy Jr., D.M., Rockmore, D.N., Kostelec, P.J., Moore, S.: FFTs for the 2-sphere - improvements and variations. J. Fourier Anal. Appl. 9(4), 341–384 (2003)MathSciNetCrossRef Healy Jr., D.M., Rockmore, D.N., Kostelec, P.J., Moore, S.: FFTs for the 2-sphere - improvements and variations. J. Fourier Anal. Appl. 9(4), 341–384 (2003)MathSciNetCrossRef
6.
go back to reference Hildebrand, F.B.: Introduction to Numerical Analysis, 2nd edn. McGraw-Hill, New York (1974)MATH Hildebrand, F.B.: Introduction to Numerical Analysis, 2nd edn. McGraw-Hill, New York (1974)MATH
7.
go back to reference Krylov, V.I.: Approximate Calculation of Integrals. Macmillan, New York (1962)MATH Krylov, V.I.: Approximate Calculation of Integrals. Macmillan, New York (1962)MATH
8.
go back to reference Leopardi, P.: A partition of the unit sphere into regions of equal area and small diameter. Electron. Trans. Numer. Anal. 25, 309–327 (2006)MathSciNetMATH Leopardi, P.: A partition of the unit sphere into regions of equal area and small diameter. Electron. Trans. Numer. Anal. 25, 309–327 (2006)MathSciNetMATH
9.
go back to reference Li, Z., Duraiswami, R.: Flexible and optimal design of spherical microphone arrays for beamforming. IEEE Trans. Audio Speech Lang. Process. 15(2), 702–714 (2007)CrossRef Li, Z., Duraiswami, R.: Flexible and optimal design of spherical microphone arrays for beamforming. IEEE Trans. Audio Speech Lang. Process. 15(2), 702–714 (2007)CrossRef
10.
11.
go back to reference Proakis, J.G., Manolakis, D.K.: Digital Signal Processing, 4th edn. Prentice Hall, New Jersey (2006) Proakis, J.G., Manolakis, D.K.: Digital Signal Processing, 4th edn. Prentice Hall, New Jersey (2006)
12.
go back to reference Rafaely, B., Weiss, B., Bachmat, E.: Spatial aliasing in spherical microphone arrays. IEEE Trans. Signal Process. 55(3), 1003–1010 (2007)MathSciNetCrossRef Rafaely, B., Weiss, B., Bachmat, E.: Spatial aliasing in spherical microphone arrays. IEEE Trans. Signal Process. 55(3), 1003–1010 (2007)MathSciNetCrossRef
13.
go back to reference Saff, E.B., Kuijlaars, A.B.J.: Distibuting many points on a sphere. Math. Intel. 19(1), 5–11 (1997)CrossRef Saff, E.B., Kuijlaars, A.B.J.: Distibuting many points on a sphere. Math. Intel. 19(1), 5–11 (1997)CrossRef
Metadata
Title
Sampling the Sphere
Author
Boaz Rafaely
Copyright Year
2019
DOI
https://doi.org/10.1007/978-3-319-99561-8_3