학술논문

Verification on Head-Related Transfer Functions of a Snowman Model Simulated Using the Finite-Difference Time-Domain Method
Document Type
Periodical
Source
IEEE/ACM Transactions on Audio, Speech, and Language Processing IEEE/ACM Trans. Audio Speech Lang. Process. Audio, Speech, and Language Processing, IEEE/ACM Transactions on. 31:2579-2591 2023
Subject
Signal Processing and Analysis
Computing and Processing
Communication, Networking and Broadcast Technologies
General Topics for Engineers
Computational modeling
Finite difference methods
Time-domain analysis
Codes
Numerical models
Analytical models
Mathematical models
Verification
finite-difference time-domain (FDTD)
head-related transfer function (HRTF)
snowman model
Language
ISSN
2329-9290
2329-9304
Abstract
Although finite-difference time-domain (FDTD) simulations are extensively used in acoustics, studies assessing the reliability and the accuracy of the implemented method are scarce. Moreover, the operational validity of a simulation method is context-dependent. Motivated by the context of head-related transfer function (HRTF) prediction, this work presents a verification procedure for FDTD-simulated HRTFs from a simplified model of a human head and torso which comprises two spheres and is known as the snowman model. The analytic solution required by the code verification is computed with the multipole reexpansion technique and used to compute convergence rate estimates. A solution verification process follows in which asymptotic predictions are computed. Results from the code verification show scattered convergence rates which attained the expected first-order accuracy at frequencies below 1 kHz when a linear regression model was used as the estimation procedure. Results from the solution verification show that the asymptotic predictions are accurate up to 10 kHz, after which bias is observed. Assessing the accuracy of the employed solution verification procedure revealed that the absolute difference between the $\log $-magnitude of the asymptotic predictions and this of the analytic solution is within 1 dB up to 11589 Hz across the HRTF directions considered.