Labyed Yassin, Huang Lianjie
IEEE Trans Ultrason Ferroelectr Freq Control. 2013 Jun;60(6):1048-60. doi: 10.1109/TUFFC.2013.2669.
Time-reversal with multiple signal classification (TR-MUSIC) is an imaging method for locating point-like targets beyond the classic resolution limit. In the presence of noise, however, the super-resolution capability of TR-MUSIC is diminished. Recently a new method, phase-coherent MUSIC (PC-MUSIC), was developed. This algorithm modifies TR-MUSIC to make use of phase information from multiple frequencies to reduce noise effects and preserve the super resolution. PC-MUSIC however, ignores the phase response of the transducer elements. In this paper, we account for the phase response of the transducer elements in the derivation of the PC-MUSIC algorithm. Unfortunately, the phase response of the transducer elements may not be known beforehand. We develop an experimental method to estimate this response using measured signals scattered from a glass microsphere embedded in a tissue-mimicking phantom with a homogeneous background medium of a known sound speed. We use numerical simulations to illustrate that the maximum resolution achieved with PC-MUSIC is limited by the transducer bandwidth and the signal-to-noise ratio. We perform experiments on tissue-mimicking phantoms and compare images obtained with different imaging modalities, including X-ray mammography, synthetic-aperture ultrasound imaging, TR-MUSIC, and PC-MUSIC. We demonstrate the significantly improved resolving power of PC-MUSIC.
具有多重信号分类的时间反转(TR-MUSIC)是一种用于定位超出经典分辨率极限的点状目标的成像方法。然而,在存在噪声的情况下,TR-MUSIC的超分辨率能力会减弱。最近,一种新方法——相位相干MUSIC(PC-MUSIC)被开发出来。该算法对TR-MUSIC进行了修改,以利用多个频率的相位信息来降低噪声影响并保持超分辨率。然而,PC-MUSIC忽略了换能器元件的相位响应。在本文中,我们在PC-MUSIC算法的推导过程中考虑了换能器元件的相位响应。不幸的是,换能器元件的相位响应可能无法预先得知。我们开发了一种实验方法,利用从嵌入具有已知声速的均匀背景介质的组织模拟体模中的玻璃微球散射的测量信号来估计这种响应。我们使用数值模拟来说明PC-MUSIC实现的最大分辨率受换能器带宽和信噪比的限制。我们在组织模拟体模上进行实验,并比较用不同成像模态获得的图像,包括X射线乳腺摄影、合成孔径超声成像、TR-MUSIC和PC-MUSIC。我们展示了PC-MUSIC显著提高的分辨能力。