Search

Article

x

留言板

尊敬的读者、作者、审稿人, 关于本刊的投稿、审稿、编辑和出版的任何问题, 您可以本页添加留言。我们将尽快给您答复。谢谢您的支持!

姓名
邮箱
手机号码
标题
留言内容
验证码

Analysis of vibration correction performance of vibration sensor for absolute gravity measurement

Wen Yi Wu Kang Wang Li-Jun

Citation:

Analysis of vibration correction performance of vibration sensor for absolute gravity measurement

Wen Yi, Wu Kang, Wang Li-Jun
PDF
HTML
Get Citation
  • Absolute gravity measurement refers to the measurement of the absolute value of gravitational acceleration (g, approximately 9.8 m/s2). The precision of absolute gravity measurement is limited mainly by vibration noises. Vibration correction is a simple and feasible way to deal with vibration noises, which corrects the measurement results by detecting vibration noises with a sensor. At present, the vibration correction performance of different sensors lacks systematic analysis and evaluation. In this paper, the theoretical analysis of how the sensor characteristics affect the correction performance is carried out. The vibration correction performances of three sensors, two different seismometers and one accelerometer, are evaluated experimentally in the three cases with different vibration noises. The experimental results show that the correction precision obtained by using low-noise seismometer is limited mainly by its bandwidth and range. In case I i.e. the quiet environment, the standard deviation of corrected results obtained by using both seismometers can reach tens of μGal (1 μGal = 10–8 m/s2), which is close to that obtained by using an ultra-low-frequency vibration isolator. However, in case II i.e. the noisy environment, the standard deviation of corrected results obtained by both seismometers increase to hundreds of μGal due to the enhancement of high-frequency vibration components. This means that the correction performances of both seismometers deteriorate, and the performance of seismometer with narrower bandwidth turns even worse. Moreover, two seismometers cannot even work in case III with stronger vibration noises due to the range limitation. On the other hand, the correction precision obtained by using accelerometer is affected mainly by its resolution which is on the order of mGal (1mGal = 10–5 m/s2). Its bandwidth can reach hundreds of or even thousands of hertz and its range is generally over ±2 g, which is large enough to meet the needs for noisy and dynamic applications. In case I, the standard deviation after correction with accelerometer is larger than that before correction. This is because the intensity of vibration noises in this case is close to or even smaller than the self-noise of accelerometer so that it could not be detected effectively by accelerometer. In case II, the resolution of accelerometer is sufficient to detect the vibration noises effectively. The standard deviation of the results is reduced from 2822 μGal to 1374 μGal after correction with accelerometer, and equal to a precision of 0.1 mGal after 100 drops. In case III where the amplitude of vibration noise rises to 0.1 m/s2 and seismometer cannot work, the accelerometer could still achieve a precision of 0.3 mGal after 100 drops. The systematic deviation is corrected from –1158 mGal to –285 μGal and the standard deviation is reduced from 34 mGal to 3.3 mGal. Therefore, the low-noise seismometer is more suitable for vibration correction in a quiet environment with stable foundation, which could realize a standard deviation superior to hundreds of μGal, while the accelerometer is more appropriate for vibration correction in a complex or dynamic environment, which could achieve a standard deviation of mGal-level. Finally, the present results and analysis provide a theoretical guidance for selecting and designing the sensors in vibration correction applications.
      Corresponding author: Wu Kang, kangwu@mail.tsinghua.edu.cn
    • Funds: Project supported by the National Natural Science Foundation of China (Grant Nos. 61627824, 41604151)
    [1]

    Marson I, Faller J 1986 J. Phys. E:Sci. Instrum. 19 22Google Scholar

    [2]

    Faller J 2003 Metrologia 39 425Google Scholar

    [3]

    Faller J 2005 J. Res. Nat. Inst. Stand. Technol. 110 559Google Scholar

    [4]

    Marson I 2012 Int. J. Geophys. 2012 687813Google Scholar

    [5]

    Niebauer T M, Sasagawa G S, Faller J E, Hilt R, Klopping F 1995 Metrologia 32 159Google Scholar

    [6]

    胡华, 伍康, 申磊, 李刚, 王力军 2012 物理学报 61 099101Google Scholar

    Hu H, Wu K, Shen L, Li G, Wang L J 2012 Acta Phys. Sin. 61 099101Google Scholar

    [7]

    Saulson P R 1984 Rev. Sci. Instrum. 55 1315Google Scholar

    [8]

    Haubrich R A, McCamy K 1969 Rev. Geophys. 7 539Google Scholar

    [9]

    Sorrells G G, Douze E J 1974 J. Geophys. Res. 79 4908Google Scholar

    [10]

    Cessaro R K 1994 Bull. Seismol. Soc. Am. 84 142Google Scholar

    [11]

    Timmen L, Rder R H, Schnüll M 1993 Bulletin Géodésique 67 71Google Scholar

    [12]

    Svitlov S 2012 Metrologia 49 706Google Scholar

    [13]

    Wen Y, Wu K, Guo M Y, Wang L J 2021 IEEE Trans. Instrum. Meas. 70 1003607Google Scholar

    [14]

    Rinker R, Faller J 1981 Proceedings of Precision Measurement and Fundamental Constants Gaithersburg, Maryland, USA, June 8–12, 1981 p411

    [15]

    Brown J M, Niebauer T M, Klingele E 2001 Int. Assoc. Geod. Symp. 123 223Google Scholar

    [16]

    Wang G, Hu H, Wu K, Wang L J 2017 Meas. Sci. Technol. 28 035001Google Scholar

    [17]

    Qian J, Wang G, Wu K, Wang L J 2018 Meas. Sci. Technol. 29 025005Google Scholar

    [18]

    许翱鹏 2016 博士学位论文 (浙江: 浙江大学)

    Xu A P 2016 Ph. D. Dissertation (Zhejiang: Zhejiang University) (in Chinese)

    [19]

    Le Gouët J, Mehlstäubler T, Kim J, Merlet S, Clairon A, Landragin A, Pereira dos Santos F 2008 Appl. Phys. B 92 133Google Scholar

    [20]

    Merlet S, Le Gouët J, Bodart Q, Clairon A, Landragin A, Pereira dos Santos F, Rouchon P 2009 Metrologia 46 87Google Scholar

    [21]

    Baumann H 2012 Geophys. Prospect. 6 361Google Scholar

    [22]

    Bidel Y, Zahzam N, Blanchard C, Bonnin A, Cadoret M, Bresson A, Rouxel D, Lequentrec-Lalancette M F 2018 Nat. Commun. 9 627Google Scholar

    [23]

    Bidel Y, Zahzam N, Bresson A, Blanchard C, Cadoret M, Olesen A V, Forsberg R 2020 J. Geod. 94 20Google Scholar

    [24]

    程冰, 周寅, 陈佩军, 张凯军, 朱栋, 王凯楠, 翁堪兴, 王河林, 彭树萍, 王肖隆, 吴彬, 林强 2021 物理学报 70 040304Google Scholar

    Cheng B, Zhou Y, Chen P J, Zhang K J, Zhu D, Wang K N, Weng K X, Wang H L, Peng S P, Wang X L, Wu B, Lin Q 2021 Acta Phys. Sin. 70 040304Google Scholar

    [25]

    龙剑锋, 黄大伦, 滕云田, 吴琼, 郭欣 2012 地震学报 34 865Google Scholar

    Long J F, Huang D L, Teng Y T, Wu Q, Guo X 2012 Acta Seismologica Sinica 34 865Google Scholar

    [26]

    Wu S Q, Feng J Y, Li C Y, Su D W, Wang Q Y, Hu R, Hu L S, Xu J Y, Ji W X, Ullrich C, Palinkas V, Kostelecký J, Bilker-Koivula M, Näränen J, Merlet S, Le Moigne N, Mizushima S, Francis O, Choi I M, Newel D 2020 Metrologia 57 07002Google Scholar

    [27]

    Guo M Y, Wu K, Yao J M, Wen Y, Wang L J 2021 IEEE Trans. Instrum. Meas. 70 1004310Google Scholar

  • 图 1  (a)激光干涉测量和(b)振动补偿的原理示意图

    Figure 1.  Schematic diagram of (a) laser interferometry and (b) vibration correction.

    图 2  传感器输出与参考棱镜运动的关系

    Figure 2.  Relationship between the output of sensor and the motion of reference retro-reflector.

    图 3  (a)基于振动补偿的T-3型绝对重力仪示意图; (b) 基于超低频垂直隔振的T-3型高精度绝对重力仪在西安中心地震台的重力测量结果.

    Figure 3.  (a) Schematic diagram of T-3 type absolute gravimeter using vibration correction; (b) tidal gravity measurement conducted by T-3 type high-precision absolute gravimeter using ultra-low frequency vertical vibration isolator at Xi’an Seismological Station.

    图 4  实验采用的不同振动环境类型

    Figure 4.  Different cases of vibration environments for experiments.

    图 5  (a)安静地基; (b)嘈杂地基; (c)万向悬架上的实验装置

    Figure 5.  Experimental configuration on the (a) quiet ground, (b) noisy ground, (c) gimbal suspension.

    图 6  安静地基上的结果对比 (a)逐点分布; (b)含误差带的均值(k = 2)

    Figure 6.  Comparison of results on the quiet ground: (a) Drop-to-drop scatter of g; (b) mean value with expanded uncertainty (k = 2).

    图 7  嘈杂地基上的结果对比 (a)逐点分布; (b)含误差带的均值(k = 2)

    Figure 7.  Comparison of results on the noisy ground: (a) Drop-to-drop scatter of g; (b) mean value with expanded uncertainty (k = 2).

    图 8  万向悬架上JN06D测得单次下落过程中的振动加速度

    Figure 8.  Vibration acceleration measured by JN06D on the gimbal during a single drop.

    图 9  万向悬架上的结果对比 (a)逐点分布; (b)含误差带的均值(k = 2)

    Figure 9.  Comparison of results on the gimbal: (a) Drop-to-drop scatter of g; (b) mean value with expanded uncertainty (k = 2).

    图 10  安静地基上CMG单次补偿的情况 (a)原始拟合残差与探测位移拟合残差对比; (b)补偿前后拟合残差对比

    Figure 10.  Correction for single drop using CMG data on the quiet ground: (a) Residuals of measured trajectory Sm and measured vibration noise Nm; (b) residuals of measured trajectory Sm before and after correction.

    图 11  安静地基上CS60单次补偿的情况 (a)原始拟合残差与探测位移拟合残差对比; (b)补偿前后拟合残差对比

    Figure 11.  Correction for single drop using CS60 data on the quiet ground: (a) Residuals of measured trajectory Sm and measured vibration noise Nm; (b) residuals of measured trajectory Sm before and after correction.

    图 12  安静地基上JN06 D单次补偿的情况 (a)原始拟合残差与探测位移拟合残差对比; (b)补偿前后拟合残差对比

    Figure 12.  Correction for single drop using JN06 D data on the quiet ground: (a) Residuals of measured trajectory Sm and measured vibration noise Nm; (b) residuals of measured trajectory Sm before and after correction.

    图 13  嘈杂地基上CMG单次补偿的情况 (a)原始拟合残差与探测位移拟合残差对比; (b)补偿前后拟合残差对比

    Figure 13.  Correction for single drop using CMG data on the noisy ground: (a) Residuals of measured trajectory Sm and measured vibration noise Nm; (b) residuals of measured trajectory Sm before and after correction.

    图 14  嘈杂地基上CS60单次补偿的情况 (a)原始拟合残差与探测位移拟合残差对比; (b)补偿前后拟合残差对比

    Figure 14.  Correction for single drop using CS60 data on the noisy ground: (a) Residuals of measured trajectory Sm and measured vibration noise Nm; (b) residuals of measured trajectory Sm before and after correction.

    图 15  嘈杂地基上JN06 D单次补偿的情况 (a)原始拟合残差与探测位移拟合残差对比; (b)补偿前后拟合残差对比

    Figure 15.  Correction for single drop using JN06 D data on the noisy ground: (a) Residuals of measured trajectory Sm and measured vibration noise Nm; (b) residuals of measured trajectory Sm before and after correction.

    图 16  万向悬架上JN06 D单次补偿的情况 (a)原始拟合残差与探测位移拟合残差对比; (b) 补偿前后拟合残差对比

    Figure 16.  Correction for single drop using JN06 D data on the gimbal: (a) Residuals of the measured trajectory Sm, and the measured vibration noise Nm; (b) residuals of the measured trajectory Sm before and after correction.

    表 1  振动传感器性能指标

    Table 1.  Characteristics of vibration sensors.

    型号自噪声–3 dB带宽量程
    CMG-3ESP低于NLNM (40 s ~ 16 Hz)0.0083—50 Hz5 mm/s
    CS60低于NLNM (100 s ~ 15 Hz)0.0167—80 Hz10 mm/s (1 Hz)
    JN06D–115 ~ –120 $ \rm dB\cdot g/\sqrt{Hz} $ (0 ~ 100 Hz)DC ~1360 Hz ± 30 g
    DownLoad: CSV

    表 2  实验结果

    Table 2.  Results of vibration correction experiments.

    未补偿地震计CMG地震计CS60加速度计JN06D隔振SuperSpring
    安静
    地基
    系统偏差Δg/μGal–8–9–1–753
    单次标准差STD/μGal120716657868
    嘈杂
    地基
    系统偏差Δg/μGal841285188
    单次标准差STD/μGal2822511289137493
    万向
    悬架
    系统偏差Δg/μGal–1158415–285
    单次标准差STD/μGal427933353
    DownLoad: CSV
  • [1]

    Marson I, Faller J 1986 J. Phys. E:Sci. Instrum. 19 22Google Scholar

    [2]

    Faller J 2003 Metrologia 39 425Google Scholar

    [3]

    Faller J 2005 J. Res. Nat. Inst. Stand. Technol. 110 559Google Scholar

    [4]

    Marson I 2012 Int. J. Geophys. 2012 687813Google Scholar

    [5]

    Niebauer T M, Sasagawa G S, Faller J E, Hilt R, Klopping F 1995 Metrologia 32 159Google Scholar

    [6]

    胡华, 伍康, 申磊, 李刚, 王力军 2012 物理学报 61 099101Google Scholar

    Hu H, Wu K, Shen L, Li G, Wang L J 2012 Acta Phys. Sin. 61 099101Google Scholar

    [7]

    Saulson P R 1984 Rev. Sci. Instrum. 55 1315Google Scholar

    [8]

    Haubrich R A, McCamy K 1969 Rev. Geophys. 7 539Google Scholar

    [9]

    Sorrells G G, Douze E J 1974 J. Geophys. Res. 79 4908Google Scholar

    [10]

    Cessaro R K 1994 Bull. Seismol. Soc. Am. 84 142Google Scholar

    [11]

    Timmen L, Rder R H, Schnüll M 1993 Bulletin Géodésique 67 71Google Scholar

    [12]

    Svitlov S 2012 Metrologia 49 706Google Scholar

    [13]

    Wen Y, Wu K, Guo M Y, Wang L J 2021 IEEE Trans. Instrum. Meas. 70 1003607Google Scholar

    [14]

    Rinker R, Faller J 1981 Proceedings of Precision Measurement and Fundamental Constants Gaithersburg, Maryland, USA, June 8–12, 1981 p411

    [15]

    Brown J M, Niebauer T M, Klingele E 2001 Int. Assoc. Geod. Symp. 123 223Google Scholar

    [16]

    Wang G, Hu H, Wu K, Wang L J 2017 Meas. Sci. Technol. 28 035001Google Scholar

    [17]

    Qian J, Wang G, Wu K, Wang L J 2018 Meas. Sci. Technol. 29 025005Google Scholar

    [18]

    许翱鹏 2016 博士学位论文 (浙江: 浙江大学)

    Xu A P 2016 Ph. D. Dissertation (Zhejiang: Zhejiang University) (in Chinese)

    [19]

    Le Gouët J, Mehlstäubler T, Kim J, Merlet S, Clairon A, Landragin A, Pereira dos Santos F 2008 Appl. Phys. B 92 133Google Scholar

    [20]

    Merlet S, Le Gouët J, Bodart Q, Clairon A, Landragin A, Pereira dos Santos F, Rouchon P 2009 Metrologia 46 87Google Scholar

    [21]

    Baumann H 2012 Geophys. Prospect. 6 361Google Scholar

    [22]

    Bidel Y, Zahzam N, Blanchard C, Bonnin A, Cadoret M, Bresson A, Rouxel D, Lequentrec-Lalancette M F 2018 Nat. Commun. 9 627Google Scholar

    [23]

    Bidel Y, Zahzam N, Bresson A, Blanchard C, Cadoret M, Olesen A V, Forsberg R 2020 J. Geod. 94 20Google Scholar

    [24]

    程冰, 周寅, 陈佩军, 张凯军, 朱栋, 王凯楠, 翁堪兴, 王河林, 彭树萍, 王肖隆, 吴彬, 林强 2021 物理学报 70 040304Google Scholar

    Cheng B, Zhou Y, Chen P J, Zhang K J, Zhu D, Wang K N, Weng K X, Wang H L, Peng S P, Wang X L, Wu B, Lin Q 2021 Acta Phys. Sin. 70 040304Google Scholar

    [25]

    龙剑锋, 黄大伦, 滕云田, 吴琼, 郭欣 2012 地震学报 34 865Google Scholar

    Long J F, Huang D L, Teng Y T, Wu Q, Guo X 2012 Acta Seismologica Sinica 34 865Google Scholar

    [26]

    Wu S Q, Feng J Y, Li C Y, Su D W, Wang Q Y, Hu R, Hu L S, Xu J Y, Ji W X, Ullrich C, Palinkas V, Kostelecký J, Bilker-Koivula M, Näränen J, Merlet S, Le Moigne N, Mizushima S, Francis O, Choi I M, Newel D 2020 Metrologia 57 07002Google Scholar

    [27]

    Guo M Y, Wu K, Yao J M, Wen Y, Wang L J 2021 IEEE Trans. Instrum. Meas. 70 1004310Google Scholar

  • [1] Yu Hui-Fen, QI He, Tu Xiao-Niu, Zhang Hai-Bo, Chen Da-Li, Wu Jie, Chen Jun. Research Progress on High-temperature Piezoelectric Vibration Sensors and Piezoelectric Materials. Acta Physica Sinica, 2025, 74(2): . doi: 10.7498/aps.74.20240906
    [2] Li Jian-Yu, Dong Zhong-Ji, Zhang Ji-Hong, Shi Wen-Hui, Zheng Jia-Jin, Wei Wei. Temperature-independent multi-parameter sensor based on polarization maintaining fiber Bragg grating. Acta Physica Sinica, 2023, 72(14): 144206. doi: 10.7498/aps.72.20230478
    [3] Che Hao, Li An, Fang Jie, Ge Gui-Guo, Gao Wei, Zhang Ya, Liu Chao, Xu Jiang-Ning, Chang Lu-Bin, Huang Chun-Fu, Gong Wen-Bin, Li Dong-Yi, Chen Xi, Qin Fang-Jun. Ship-borne dynamic absolute gravity measurement based on cold atom gravimeter. Acta Physica Sinica, 2022, 71(11): 113701. doi: 10.7498/aps.71.20220113
    [4] Yao Jia-Min, Zhuang Wei, Feng Jin-Yang, Wang Qi-Yu, Zhao Yang, Wang Shao-Kai, Wu Shu-Qing, Li Tian-Chu. A coefficient searching based vibration correction method. Acta Physica Sinica, 2022, 71(11): 119101. doi: 10.7498/aps.71.20220037
    [5] Cheng Bing, Chen Pei-Jun, Zhou Yin, Wang Kai-Nan, Zhu Dong, Chu Li, Weng Kan-Xing, Wang He-Lin, Peng Shu-Ping, Wang Xiao-Long, Wu Bin, Lin Qiang. Experiment on dynamic absolute gravity measurement based on cold atom gravimeter. Acta Physica Sinica, 2022, 71(2): 026701. doi: 10.7498/aps.71.20211449
    [6] Zhu Dong, Xu Han, Zhou Yin, Wu Bin, Cheng Bing, Wang Kai-Nan, Chen Pei-Jun, Gao Shi-Teng, Weng Kan-Xing, Wang He-Lin, Peng Shu-Ping, Qiao Zhong-Kun, Wang Xiao-Long, Lin Qiang. Data processing of shipborne absolute gravity measurement based on extended Kalman filter algorithm. Acta Physica Sinica, 2022, 71(13): 133702. doi: 10.7498/aps.71.20220071
    [7] Sun Jia-Cheng, Wang Ting-Ting, Dai Yang, Chang Jian-Hua, Ke Wei. Multi-parameter measurement sensor based on no-core fiber. Acta Physica Sinica, 2021, 70(6): 064202. doi: 10.7498/aps.70.20201474
    [8] Yao Jia-Min, Zhuang Wei, Feng Jin-Yang, Wang Qi-Yu, Zhao Yang, Wang Shao-Kai, Wu Shu-Qing, Li Tian-Chu. Effect of vibration noise with fixed phase on absolute gravimetry applying vibration isolator. Acta Physica Sinica, 2021, 70(21): 219101. doi: 10.7498/aps.70.20210884
    [9] Experiment and study on absolute gravity dynamic motion measurement based on cold atom gravimete. Acta Physica Sinica, 2021, (): . doi: 10.7498/aps.70.20211449
    [10] Cheng Bing, Zhou Yin, Chen Pei-Jun, Zhang Kai-Jun, Zhu Dong, Wang Kai-Nan, Weng Kan-Xing, Wang He-Lin, Peng Shu-Ping, Wang Xiao-Long, Wu Bin, Lin Qiang. Absolute gravity measurement based on atomic gravimeter under mooring state of a ship. Acta Physica Sinica, 2021, 70(4): 040304. doi: 10.7498/aps.70.20201522
    [11] Analysis of vibration correction performance of vibration sensor for absolute gravity measurement. Acta Physica Sinica, 2021, (): . doi: 10.7498/aps.70.20211686
    [12] Ma Tian-Bing, Zi Bao-Wei, Guo Yong-Cun, Ling Liu-Yi, Huang You-Rui, Jia Xiao-Fen. Distributed optical fiber temperature sensor based on self-compensation of fitting attenuation difference. Acta Physica Sinica, 2020, 69(3): 030701. doi: 10.7498/aps.69.20191456
    [13] Wu Bin, Zhou Yin, Cheng Bing, Zhu Dong, Wang Kai-Nan, Zhu Xin-Xin, Chen Pei-Jun, Weng Kan-Xing, Yang Qiu-Hai, Lin Jia-Hong, Zhang Kai-Jun, Wang He-Lin, Lin Qiang. Static measurement of absolute gravity in truck based on atomic gravimeter. Acta Physica Sinica, 2020, 69(6): 060302. doi: 10.7498/aps.69.20191765
    [14] Wu Bin, Cheng Bing, Fu Zhi-Jie, Zhu Dong, Wu Li-Ming, Wang Kai-Nan, Wang He-Lin, Wang Zhao-Ying, Wang Xiao-Long, Lin Qiang. Influence of Raman laser sidebands effect on the measurement accuracy of cold atom gravimeter. Acta Physica Sinica, 2019, 68(19): 194205. doi: 10.7498/aps.68.20190581
    [15] Wu Bin, Cheng Bing, Fu Zhi-Jie, Zhu Dong, Zhou Yin, Weng Kan-Xing, Wang Xiao-Long, Lin Qiang. Measurement of absolute gravity based on cold atom gravimeter at large tilt angle. Acta Physica Sinica, 2018, 67(19): 190302. doi: 10.7498/aps.67.20181121
    [16] Li Xin, Wang Lu-Na, Guo Shi-Liang, Li Zhi-Quan, Yang Ming. Doubled temperature measurement range for a single micro-ring sensor. Acta Physica Sinica, 2014, 63(15): 154209. doi: 10.7498/aps.63.154209
    [17] Hu Hua, Wu Kang, Shen Lei, Li Gang, Wang Li-Jun. A new high precision absolute gravimeter. Acta Physica Sinica, 2012, 61(9): 099101. doi: 10.7498/aps.61.099101
    [18] Bai Fu-Zhong, Rao Chang-Hui. Effect of pinhole diameter on measurement accuracy of self-referencing interferometer wavefront sensor. Acta Physica Sinica, 2010, 59(6): 4056-4064. doi: 10.7498/aps.59.4056
    [19] Guo Bang-Hong, Lu Yi-Qun, Wang Fa-Qiang, Zhao Feng, Hu Min, Lin Yi-Man, Liao Chang-Jun, Liu Song-Hao. Real-time low-frequency vibration phase drift tracking and auto-compensation in phase-coded quantum key distribution system. Acta Physica Sinica, 2007, 56(7): 3695-3702. doi: 10.7498/aps.56.3695
    [20] Yu A-Long. Research on the amplitude frequency characteristics compensation based on wavelet neural network for vibration velocity transducer. Acta Physica Sinica, 2007, 56(6): 3166-3171. doi: 10.7498/aps.56.3166
Metrics
  • Abstract views:  5000
  • PDF Downloads:  135
  • Cited By: 0
Publishing process
  • Received Date:  10 September 2021
  • Accepted Date:  09 October 2021
  • Available Online:  14 February 2022
  • Published Online:  20 February 2022

/

返回文章
返回