Department of Mechanical and Aerospace Engineering, North Carolina State University, Raleigh, NC, USA.
IEEE Trans Ultrason Ferroelectr Freq Control. 2012 Aug;59(8):1664-73. doi: 10.1109/TUFFC.2012.2372.
A k-space method for moderately nonlinear wave propagation in absorptive media is presented. The Westervelt equation is first transferred into k-space via Fourier transformation, and is solved by a modified wave-vector time-domain scheme. The present approach is not limited to forward propagation or parabolic approximation. One- and two-dimensional problems are investigated to verify the method by comparing results to analytic solutions and finite-difference time-domain (FDTD) method. It is found that to obtain accurate results in homogeneous media, the grid size can be as little as two points per wavelength, and for a moderately nonlinear problem, the Courant-Friedrichs-Lewy number can be as large as 0.4. Through comparisons with the conventional FDTD method, the k-space method for nonlinear wave propagation is shown here to be computationally more efficient and accurate. The k-space method is then employed to study three-dimensional nonlinear wave propagation through the skull, which shows that a relatively accurate focusing can be achieved in the brain at a high frequency by sending a low frequency from the transducer. Finally, implementations of the k-space method using a single graphics processing unit shows that it required about one-seventh the computation time of a single-core CPU calculation.
提出了一种用于吸收介质中中等非线性波传播的 k 空间方法。首先通过傅里叶变换将 Westervelt 方程转换到 k 空间,然后通过改进的波矢时域方案进行求解。该方法不受前向传播或抛物线近似的限制。通过将结果与解析解和有限时域差分(FDTD)方法进行比较,研究了一维和二维问题以验证该方法。结果表明,在均匀介质中获得精确结果时,网格尺寸可以为每波长两个点,对于中等非线性问题,Courant-Friedrichs-Lewy 数可以高达 0.4。通过与传统 FDTD 方法的比较,本文表明用于非线性波传播的 k 空间方法在计算上更高效和准确。然后,使用 k 空间方法研究了颅骨中的三维非线性波传播,结果表明通过换能器发送低频信号可以在高频下在大脑中实现相对精确的聚焦。最后,使用单个图形处理单元实现 k 空间方法表明,它所需的计算时间约为单核 CPU 计算的七分之一。