1. 云南大学信息学院电子工程系,云南,昆明,650091
2. 昆明医科大学第二附属医院,云南,昆明,650031
3. 云南大学信息学院电子工程系,云南,昆明,650091
4. 昆明医科大学第二附属医院,云南,昆明,650031
网络出版:2018-07-25,
纸质出版:2018
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武柯言, 张榆锋, 赵征鹏, 等. 组织超声谐波特性的Nakagami分布统计特征研究[J]. 电子学报, 2018,46(7):1639-1643.
WU Ke-yan, ZHANG Yu-feng, ZHAO Zheng-peng, et al. Characterization for Ultrasonic Harmonic of Tissue Based on Nakagami Distribution[J]. Acta Electronica Sinica, 2018, 46(7): 1639-1643.
武柯言, 张榆锋, 赵征鹏, 等. 组织超声谐波特性的Nakagami分布统计特征研究[J]. 电子学报, 2018,46(7):1639-1643. DOI: 10.3969/j.issn.0372-2112.2018.07.014.
WU Ke-yan, ZHANG Yu-feng, ZHAO Zheng-peng, et al. Characterization for Ultrasonic Harmonic of Tissue Based on Nakagami Distribution[J]. Acta Electronica Sinica, 2018, 46(7): 1639-1643. DOI: 10.3969/j.issn.0372-2112.2018.07.014.
研究了超声回波信号中二次谐波包络信号的Nakagami分布参数与非线性系数之间的对应关系,以获得更准确的组织非线性定量特征.将超声回波射频信号的基/谐波成分进行分离,获取基波和二次谐波成分的包络信号,分别计算并比较信号的Nakagami分布参数.仿真结果表明,对于不同的非线性系数,二次谐波包络信号的分布参数相互分离,特别是非线性系数
在3~6的范围内具有显著的差异,而对应的基波的差异性不显著.离体组织实验中,与脂肪相比,肝和脑的基波的平均功率
和形状因子
的相对差异分别为7.3%和0.03%及2.0%和4.3%;谐波的
和
的相对差异分别为8.3%和19.4%及7.0%和34.0%.结果进一步验证了仿真结果的有效性和正确性.综上所述,不同非线性组织超声回波信号中,二次谐波包络信号的Nakagami分布参数具有显著差异,可据此定量分析生物组织的非线性特征.
The relationship between the nonlinear coefficient and parameter values of Nakagami distribution from the envelopes of fundamental and second harmonic signals are investigated to obtain more accurate nonlinear quantitative characteristics of tissue.The envelopes of fundamental and second harmonic signals are separated from the whole echoed RF signals using Butterworth high-pass filter.Then the Nakagami distribution parameters of the envelope signals are calculated and compared.The simulation results show that for different values of the nonlinear coefficients
the values of di
stribution parameters of the fundamental envelope signals are aliasing.On the contrary
the parameter values of second harmonic are mutually separating
especially for the nonlinear coefficients ranged from 3 to 6.In vitro experiments
compared with fat tissue
the relative differences of Nakagami parameter
and
of the fundamental envelope signals for liver and brain tissue are 7.3%
0.03% and 2.0%
4.3%
respectively;however the relative differences of 2
nd
harmonic envelope signals are 8.3%
19.4% and 7.0%
34.0%
respectively.The results of vitro experiments verify the effectiveness and correctness of the simulation results.In conclusion
the parameter values of Nakagami distribution for the second harmonic envelope signals from different degrees of nonlinearity in tissue are significantly different.According to this
we can quantitatively analyze the nonlinear characteristics of biological tissue.
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