Abstract
A benchmark problem on atmospheric sound propagation over irregular terrain has been solved using a stable fourth-order accurate finite difference approximation of a high-fidelity acoustic model. A comparison with the parabolic equation method and ray tracing methods is made. The results show that ray tracing methods can potentially be unreliable in the presence of irregular terrain.
Similar content being viewed by others
References
Appelö, D., Colonius, T.: A high-order super-grid-scale absorbing layer and its application to linear hyberbolic systems. J. Comput. Phys. 228, 4200–4217 (2009)
Bamberger, A., Engquist, B., Halpern, L., Joly, P.: Higher order paraxial wave equation approximations in heterogeneous media. SIAM J. Appl. Math. 48, 129–154 (1988)
Carpenter, M.H., Gottlieb, D., Abarbanel, S.: Time-stable boundary conditions for finite-difference schemes solving hyperbolic systems: methodology and application to high-order compact schemes. J. Comput. Phys. 111(2), 220–236 (1994)
Carpenter, M.H., Nordström, J., Gottlieb., D.: A stable and conservative interface treatment of arbitrary spatial accuracy. J. Comput. Phys. 148, 341–365 (1999)
Collins, M.D.: A higher-order parabolic equation for wave propagation in an ocean overlying an elastic bottom. J. Acoust. Soc. Am. 86(4), 1459–1464 (1989)
de Boor, C.: A Practical Guide to Splines. Springer, New York (1978)
Embrechts, J.J.: Broad spectrum diffusion model for room acoustics ray-tracing algorithms. J. Acoust. Soc. Am. 107(4), 2068–2081 (2000). doi:10.1121/1.428489. http://link.aip.org/link/?JAS/107/2068/1
Engquist, B., Majda, A.: Absorbing boundary conditions for the numerical simulation of waves. Math. Comput. 31, 629–651 (1977)
Gustafsson, B.: The convergence rate for difference approximations to general mixed initial boundary value problems. SIAM J. Numer. Anal. 18(2), 179–190 (1981)
Gustafsson, B., Kreiss, H.O., Oliger, J.: Time Dependent Problems and Difference Methods. Wiley, New York (1995)
Hairer, E., Nørsett, S., Wanner, G.: Solving Ordinary Differential Equations I. Springer, Berlin (1993)
Hicken, J.E., Zingg, D.W.: Aerodynamic optimization algorithm with integrated geometry parameterization and mesh movement. AIAA J. 48(2), 400–413 (2010). doi:10.2514/1.44033. http://arc.aiaa.org/doi/abs/10.2514/1.44033
Hornikx, M., Forsse’n, J.: Modelling of sound propagation to three-dimensional urban courtyards using the extended Fourier PSTD method. Appl. Acust. 72, 665–676 (2011)
Jeltsch, R.: Multistep methods using higher derivatives and damping at infinity. Math. Comput. 31, 124–138 (1977)
Jensen, F., Kuperman, W., Porter, M., Schmidt, H.: Computational Ocean Acoustics. AIP Press, New York (1994)
Kampanis, N.A.: Numerical simulation of low-frequency aeroacoustics over irregular terrain using a finite element discretization of the parabolic equation. J. Comput. Acoust. 10(01), 97–111 (2002)
Kampanis, N.A.: A finite element method for the parabolic equation in aeroacoustics coupled with a nonlocal boundary condition for an inhomogeneous atmosphere. J. Comput. Acoust. 13(04), 569–584 (2005)
Kampanis, N.A., Ekaterinaris, J.A.: Numerical Prediction of Far-field wind turbine noise over a terrain of moderate complexity. Syst. Anal. Model. Simul. 41, 107–121 (2001)
Karasalo, I., Sundström, A.: JEPE—a high-order PE-model for range-dependent fluid media. In: Proceedings of the 3rd European Conference on Underwater Acoustics, pp. 189–194. Heraklion, Crete, Greece (1996)
Kreiss, H.O., Oliger, J.: Comparison of accurate methods for the integration of hyperbolic equations. Tellus XXIV(3), 199–215 (1972)
Kreiss, H.O., Scherer, G.: Finite Element and Finite Difference Methods for Hyperbolic Partial Differential Equations. Mathematical Aspects of Finite Elements in Partial Differential Equations. Academic Press Inc (1974)
Laine, S., Siltanen, S., Lokki, T., Savioja, L.: Accelerated beam tracing algorithm. Appl. Acoust. 70(1), 172–181 (2009). doi:10.1016/j.apacoust.2007.11.011. http://www.sciencedirect.com/science/article/pii/S0003682X07001910
Larsson, C.: Weather effects on outdoor sound propagation. Int. J. Acoust. Vib. 5, 33–36 (2000)
Larsson, E., Abrahamsson, L.: Helmholtz and parabolic equation solutions to a benchmark problem in ocean acoustics. J. Acoust. Soc. Am. 113, 2446–2454 (2003)
Mattsson, K.: Boundary procedures for summation-by-parts operators. J. Sci. Comput. 18, 133–153 (2003)
Mattsson, K.: Summation by parts operators for finite difference approximations of second-derivatives with variable coefficients. J. Sci. Comput. 51, 650–682 (2012)
Mattsson, K., Almquist, M.: A solution to the stability issues with block norm summation by parts operators. J. Comput. Phys. 253, 418–442 (2013)
Mattsson, K., Ham, F., Iaccarino, G.: Stable and accurate wave propagation in discontinuous media. J. Comput. Phys. 227, 8753–8767 (2008)
Mattsson, K., Ham, F., Iaccarino, G.: Stable boundary treatment for the wave equation on second-order form. J. Sci. Comput. 41, 366–383 (2009)
Mattsson, K., Nordström, J.: Summation by parts operators for finite difference approximations of second derivatives. J. Comput. Phys. 199(2), 503–540 (2004)
Mattsson, K., Parisi, F.: Stable and accurate second-order formulation of the shifted wave equation. Commun. Comput. Phys. 7, 103–137 (2010)
Mattsson, K., Svärd, M., Carpenter, M., Nordström, J.: High-order accurate computations for unsteady aerodynamics. Comput. Fluids 36, 636–649 (2006)
Mattsson, K., Svärd, M., Shoeybi, M.: Stable and accurate schemes for the compressible Navier–Stokes equations. J. Comput. Phys. 227(4), 2293–2316 (2008)
Nord 2000. comprehensive outdoor sound propagation model. part 2: Propagation in an atmosphere with refraction. Technical Report 1851/00, Nordic Noise Group & Nordic Road Administration (2006)
Parakkal, S., Gilbert, K., Xiao, D., Bass, H.: A generalized polar coordinate method for sound propagation over large-scale irregular terrain. J. Acoust. Soc. Am. 128(5), 2573–2580 (2010)
Renterghem, T.V., Botteldooren, D.: Prediction-step staggered-in-time FDTD: an efficient numerical scheme to solve the linearised equations of fluid dynamics in outdoor sound propagation. Appl. Acust. 68, 201–216 (2007)
Senne, J., Song, A., Badiey, M., Smith, K.B.: Parabolic equation modeling of high frequency acoustic transmission with an evolving sea surface. J. Acoust. Soc. Am 132(3), 1311–1318 (2012). doi:10.1121/1.4742720. http://www.ncbi.nlm.nih.gov/pubmed/22978859
Sundström, A.: Energy-Conserving Parabolic Wave Equations. FOA Report C20895–2.7. National Defence Research Establishment, Stockholm (1992)
Svärd, M.: On coordinate transformation for summation-by-parts operators. J. Sci. Comput. 20(1), 29–42 (2004)
Svärd, M., Nordström, J.: On the order of accuracy for difference approximations of initial-boundary value problems. J. Comput. Phys. 218, 333–352 (2006)
“Wavetools”. http://www.it.uu.se/research/scicomp/software/wavetools/acoustics/parakkal
Weinberg, H., Burridge, R.: Horizontal ray theory for ocean acoustics. J. Acoust. Soc. Am. 55(1), 63–79 (1974). doi:10.1121/1.1919476. http://link.aip.org/link/?JAS/55/63/1
Yang, C.F., Wu, B.C., Ko, C.J.: A ray-tracing method for modeling indoor wave propagation and penetration. IEEE Trans. Antennas Propag. 46(6), 907–919 (1998)
Yee, K.: Numerical solution of initial boundary value problems involving Maxwell’s equations in isotropic media. IEEE Trans. Antennas Propag. 14, 302–307 (1966)
Author information
Authors and Affiliations
Corresponding author
Appendix: Finite Difference Operators
Appendix: Finite Difference Operators
For completeness we present the fourth order SBP operators. Here \(h\) denotes the grid-spacing. The interior stencils (in \(D_1\) and \(M^{(b)}\)) are the standard central 4th order accurate finite difference stencils. At the boundaries we use one-sided stencils that are formally second order accurate. The discrete norm \(H\) is defined:
The first derivative SBP operator is given by,
The third-order accurate boundary derivative operator \(S_0\) is given by,
The interior stencil of \(-h\,M^{(b)}\) at row \(i\) is given by \((i=7\ldots N-6)\):
The left boundary closure of \(-h\,M^{(b)}\) (given by a \(6\times 6\) matrix) is given by
The corresponding right boundary closure is obtained by replacing \(b_{i}\rightarrow b_{N+1-i}\) for \(i=1,\ldots ,8\) followed by a permutation of both rows and columns. Let \(m_{i,j}\) be the entry at row \(i\) and column \(j\) in \(M^{(b)}\). The matrix \(M^{(b)}\) is symmetric, which means that it is completely defined by the entries on and above the main diagonal, i.e., \(m_{j,i}=m_{i,j},\,i=1,\ldots ,N, \quad j=i,\ldots ,N\).
Rights and permissions
About this article
Cite this article
Almquist, M., Karasalo, I. & Mattsson, K. Atmospheric Sound Propagation Over Large-Scale Irregular Terrain. J Sci Comput 61, 369–397 (2014). https://doi.org/10.1007/s10915-014-9830-4
Received:
Revised:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10915-014-9830-4