基本情況：

楊明，1990年12月生，中共黨員，貴州沿河人。主要從事機(jī)械運(yùn)動(dòng)控制與測(cè)試、機(jī)器視覺檢測(cè)、振動(dòng)傳感器校準(zhǔn)與應(yīng)用等方向研究，擔(dān)任SCI期刊IEEE Sensors Journal副主編、SCI期刊Mathematics客座編輯、IEEE Senior Member，發(fā)表了學(xué)術(shù)論文40余篇，其中中科院二區(qū)及以上SCI論文近30篇，主持了國(guó)家級(jí)縱向項(xiàng)目4項(xiàng)（國(guó)家自然科學(xué)基金項(xiàng)目3項(xiàng)）、橫向項(xiàng)目10余項(xiàng)，授權(quán)了中美發(fā)明專利近30項(xiàng)，指導(dǎo)學(xué)生獲得學(xué)科競(jìng)賽國(guó)家級(jí)獎(jiǎng)10余項(xiàng)，獲中國(guó)計(jì)量測(cè)試學(xué)會(huì)科技進(jìn)步獎(jiǎng)一等獎(jiǎng)2項(xiàng)，參編了國(guó)家計(jì)量技術(shù)規(guī)范1項(xiàng)等。

聯(lián)系信息：

郵箱：myang23@gzu.edu.cn    學(xué)院電話：0851-83626560 

教育與工作背景：

 2020.09-至今貴州大學(xué)自動(dòng)化（機(jī)器視覺檢測(cè)及振動(dòng)測(cè)試）特聘教授(碩導(dǎo)/副主任)

 2025.01-至今貴州大學(xué)3522集團(tuán)新網(wǎng)站科研教學(xué)團(tuán)隊(duì)負(fù)責(zé)人

 2023.05-至今先進(jìn)運(yùn)動(dòng)裝備制造與運(yùn)動(dòng)學(xué)參數(shù)計(jì)量中心負(fù)責(zé)人

 2022.06-至今貴州大學(xué)控制科學(xué)與工程(學(xué)科發(fā)展與評(píng)估)負(fù)責(zé)人

 2024.08-至今貴州大學(xué)第三批未來科技創(chuàng)新興趣團(tuán)隊(duì)“機(jī)器人運(yùn)動(dòng)與智能振動(dòng)監(jiān)測(cè)”負(fù)責(zé)人

主要研究方向：機(jī)器視覺檢測(cè)、激光測(cè)量、振動(dòng)計(jì)量、運(yùn)動(dòng)控制與測(cè)試等

研究生招錄專業(yè)：控制理論與控制工程、模式識(shí)別與智能系統(tǒng)、電子信息(控制工程方向)

研究生招錄要求：英語過四級(jí)，具有較強(qiáng)的數(shù)學(xué)基礎(chǔ)與一定的編程能力

主講課程：傳感器與檢測(cè)技術(shù)、學(xué)科前沿、模式識(shí)別、光電檢測(cè)、數(shù)據(jù)采集及處理技術(shù)、數(shù)字圖像處理技術(shù)及應(yīng)用等

 2016.09-2020.06北京化工大學(xué)控制科學(xué)與工程（機(jī)器視覺檢測(cè)與振動(dòng)計(jì)量）工學(xué)博士

 2015.05-2020.06中國(guó)計(jì)量科學(xué)研究院振動(dòng)測(cè)試與計(jì)量研修學(xué)習(xí)

 2014.09-2016.07北京化工大學(xué)控制科學(xué)與工程（機(jī)器視覺檢測(cè)與振動(dòng)測(cè)試）工學(xué)碩士

 2010.09-2014.07北京化工大學(xué)   測(cè)控技術(shù)與儀器                   工學(xué)學(xué)士

部分項(xiàng)目經(jīng)歷：

[1] 2026/01-2029/12國(guó)家自然科學(xué)基金(面上)項(xiàng)目  62573146基于寬頻帶6-DOF并聯(lián)機(jī)器人控制與誤差預(yù)測(cè)補(bǔ)償?shù)?/span>IMU全量程范圍動(dòng)態(tài)計(jì)量  50萬  主持  在研中

[2] 2025/08-2026/03交通運(yùn)輸部天津水運(yùn)科學(xué)研究所  激光絕對(duì)法校準(zhǔn)系統(tǒng)開發(fā)測(cè)試  8.5萬  在研  主持

[3] 2025/04-2025/04樂清市高科環(huán)保電子有限公司發(fā)明專利轉(zhuǎn)讓20萬主持結(jié)題

[4] 2024/05-2024/10交通運(yùn)輸部天津水運(yùn)科學(xué)研究所  中頻振動(dòng)臺(tái)控制與校準(zhǔn)軟件開發(fā)  12萬  在研  結(jié)題

[5] 2024/04-2026/04樂清市高科環(huán)保電子有限公司高科智能連接及控制應(yīng)用中心的技術(shù)服務(wù)50萬主持在研中

[6] 2024/03-2024/12航天XXX研究所XXX分析XXX   22.5萬主持在研中

[7] 2023/04-2024/03貴州大學(xué)“學(xué)科倍增提升”專項(xiàng)國(guó)際影響力提升計(jì)劃項(xiàng)目GDXKBZJH-YB-2023-17   5萬主持已驗(yàn)收

[8] 2023/01-2025/12國(guó)家自然科學(xué)基金(青年)項(xiàng)目62203132基于單目視覺的低頻多分量振動(dòng)量值扁平化傳遞動(dòng)態(tài)校準(zhǔn)方法研究30萬主持在研中

[9] 2023/01-2026/12國(guó)家自然科學(xué)基金(地區(qū))項(xiàng)目52265066基于機(jī)器視覺的低頻多參量振動(dòng)動(dòng)態(tài)校準(zhǔn)與量值溯源方法研究33萬主持在研中

[10]2022/10-2025/12國(guó)家重點(diǎn)研發(fā)計(jì)劃項(xiàng)目2022YFF0609400重載電力機(jī)車NQI關(guān)鍵技術(shù)集成應(yīng)用示范課題任務(wù)10萬主持在研中

[11]2021/12-2023/12貴州省教育廳青年科技人才成長(zhǎng)項(xiàng)目黔教合KY字[2022]138號(hào)基于單目視覺的低頻多分量振動(dòng)校準(zhǔn)方法研究5萬主持已結(jié)題

[12]2021/04-2022/12中國(guó)計(jì)量科學(xué)研究院合同項(xiàng)目K21-0109-002機(jī)器視覺測(cè)量系統(tǒng)性能測(cè)試試驗(yàn)40萬 主持已結(jié)題

[13]2021/03-2021/05中國(guó)計(jì)量科學(xué)研究院合同項(xiàng)目LS-YC-202100005重力場(chǎng)定向裝置12萬 主持 已結(jié)題

[14]2018/12-2020/12裝發(fā)項(xiàng)目XXX關(guān)鍵技術(shù)研究200萬 參與 已結(jié)題

[15]2018/01-2020/12質(zhì)量技術(shù)監(jiān)督能力提升專項(xiàng)項(xiàng)目ANL1820地球重力法振動(dòng)校準(zhǔn)能力的完善199.82萬 參與 已結(jié)題

[16]2017/07-2020/12國(guó)家重點(diǎn)研發(fā)計(jì)劃項(xiàng)目2017YFF0205003多分量和旋轉(zhuǎn)振動(dòng)計(jì)量標(biāo)準(zhǔn)裝置的研制510萬 參與 已結(jié)題

[17]2014/01-2016/12質(zhì)檢公益性行業(yè)科研專項(xiàng)項(xiàng)目201410009高精度振動(dòng)校準(zhǔn)方法及振動(dòng)傳感器檢定裝置研發(fā)423萬 參與 已結(jié)題

研究成果：

一、部分授權(quán)發(fā)明專利

[1]Chenguang Cai,Ming Yang, Zhihua Liu, Ying Wang. Method for performing ADC phase-frequency response test [P].美國(guó)發(fā)明專利,US10090849B1 (授權(quán)).

[2]Chenguang Cai,Ming Yang, Zhihua Liu, Ying Wang. Method for performing ADC phase-frequency response test [P].美國(guó)發(fā)明專利,US10090849B1 (授權(quán)).

蔡晨光,楊明,劉志華,王穎.一種用于ADC相頻響應(yīng)測(cè)試的方[P].中國(guó)發(fā)明專利, ZL 201711426319.0 (授權(quán)).

[3]Chenguang Cai,Ming Yang, Zhihua Liu, Cheng Hao. Method for calibrating phase-frequency characteristic of low frequency accelerometer based on time-spatial synchronization[P].美國(guó)發(fā)明專利, US11067596B2 (授權(quán)).

[4]蔡晨光,楊明,劉志華,王穎.一種基于機(jī)器視覺的低頻振動(dòng)校準(zhǔn)裝置[P].中國(guó)發(fā)明專利, ZL 2016109180 06.6 (授權(quán)).

[5]王穎,楊明,蔡晨光,劉志華,梁東杰.一種高精度的攝像機(jī)動(dòng)態(tài)標(biāo)定方法[P].中國(guó)發(fā)明專利, ZL 2016 10918342.0 (授權(quán)).

[6]蔡晨光,楊明,劉志華,王穎.基于帶通采樣的外差式激光測(cè)振方法[P].中國(guó)發(fā)明專利, ZL 201611164 666.6 (授權(quán)).

[7]蔡晨光,楊明,劉志華,王穎.一種高精度的外差式激光振動(dòng)校準(zhǔn)靈敏度相位測(cè)量方法[P].中國(guó)發(fā)明專利, ZL 201611164668.5 (授權(quán)).

[8]蔡晨光,楊明,劉志華,何姝熳.一種低頻多軸加速度計(jì)靈敏度校準(zhǔn)裝置[P].中國(guó)實(shí)用新型專利, ZL 201921718478.2 (授權(quán)).

[9]蔡晨光,楊明,劉志華.一種基于單目視覺的低頻振動(dòng)校準(zhǔn)方法[P].中國(guó)發(fā)明專利, ZL 201811631352.1 (授權(quán)).

[10]蔡晨光,楊明,劉志華.一種激光干涉法低頻振動(dòng)校準(zhǔn)的長(zhǎng)沖程振動(dòng)臺(tái)導(dǎo)軌彎曲修正方法[P].中國(guó)發(fā)明專利, ZL 201811631366.3 (授權(quán)).

[11]蔡晨光,楊明,劉志華,成昊.一種基于機(jī)器視覺的低頻多軸加速度計(jì)靈敏度校準(zhǔn)方法[P].中國(guó)發(fā)明專利, ZL 201910907696.9(授權(quán)).

[12]楊明,蔡晨光,劉志華,等.一種基于單目視覺的平面運(yùn)動(dòng)位移及軌跡測(cè)量方法[P].中國(guó)發(fā)明專利, ZL 202011139972.0 (授權(quán)).

[13]Ming Yang, Chenguang Cai, Zhihua Liu, et al. Monocular vision-based method for measuring displacement and trajectory of planner motion [P].美國(guó)發(fā)明專利, US 12026895B2 (授權(quán)).

[14]蔡晨光,楊明,劉志華,等.一種用于機(jī)器視覺低頻振動(dòng)測(cè)量的溯源方法及裝置[P].中國(guó)發(fā)明專利, ZL 202011139980.5 (授權(quán)).

[15]楊明,蔡晨光,劉志華,等.一種基于單目視覺的角速率與角加速度測(cè)量方法[P].中國(guó)發(fā)明專利, ZL 202111348903.5 (授權(quán)).

[16]Ming Yang, Chenguang Cai, Zhihua Liu, et al. Method for measuring angular velocity and angular acceleration based on monocular vision [P].美國(guó)發(fā)明專利, US 11816844B2 (授權(quán)).

[17]蔡晨光,楊明,劉志華,等.一種基于單目視覺的線角振動(dòng)校準(zhǔn)方法[P].中國(guó)發(fā)明專利, 202111350564.4 (公開).

[18]Chenguang Cai, Ming Yang, Zhihua Liu, et al. Method for calibrating linear vibration and angular vibration based on monocular vision [P].美國(guó)發(fā)明專利, US 11754595B2 (授權(quán)).

[19]楊明,莫思凡,蔡晨光,等.一種基于雙目視覺的低頻大行程振動(dòng)臺(tái)靜動(dòng)態(tài)參數(shù)測(cè)量方法[P].中國(guó)發(fā)明專利, 202211124301.6 (授權(quán)).

[20]楊明,劉文峰,蔡晨光,等.一種基于機(jī)器視覺的空間直線振動(dòng)測(cè)量方法[P].中國(guó)發(fā)明專利, 2022 1123706 5.9 (公開).

[21]楊明,朱鑫,王德光,等.一種基于無線振動(dòng)傳感器網(wǎng)絡(luò)的地震預(yù)警系統(tǒng)[P].中國(guó)發(fā)明專利, 2023102303 81.1 (公開).

[22]楊明,莫思凡,王德光,等.一種基于4G無線振動(dòng)傳感器網(wǎng)絡(luò)的山體滑坡實(shí)時(shí)監(jiān)測(cè)方法及裝置[P].中國(guó)發(fā)明專利, 202310230382.6 (公開).

[23]楊明，莫思凡，朱鑫，等.一種基于深度學(xué)習(xí)的六自由度并聯(lián)機(jī)器人位姿標(biāo)定方法[P].中國(guó)發(fā)明專利, 202310772867.8 (公開).

[24]楊明,蔡晨光,吳青松,等.基于單目視覺的平面直線與旋轉(zhuǎn)運(yùn)動(dòng)測(cè)量方法[P].中國(guó)發(fā)明專利, 2023 11397297.5 (公開).

[25]楊明，蔡晨光,陳婷,等.一種寬頻帶振動(dòng)校準(zhǔn)外差激光干涉法及其測(cè)量裝置[P].中國(guó)發(fā)明專利, 20231 1180373.7 (公開).

[26]楊明,田舉，楊超，王德光，梁成斌.一種基于干擾觀測(cè)器的康復(fù)機(jī)器人自適應(yīng)分?jǐn)?shù)階滑膜控制方法[P].中國(guó)發(fā)明專利, 202510838488.3 (公開).

[27]楊明,程靖,楊超,梁成斌,王德光.一種基于極限學(xué)習(xí)機(jī)的康復(fù)機(jī)器人六維力傳感器溫度漂移補(bǔ)償方法[P].中國(guó)發(fā)明專利, 202510838485.X (公開).

二、部分代表性論文

[1]Jiaxin Wang, Xinxu Liu, Jianxu Wang, Ming Yang*. An Improved DeepLabV3+ Network- Based Deep Learning Segmentation Method for Thermal Image Water-shorelines [J]. Digital Signal Processing, 2025, 167: 105461 (SCI, IF = 2.9,三區(qū)).

[2]Jianxu Wang, Yuyang Xiao, Jian Feng, Yang Fang, Kaile Zhu, Ming Yang*, Deguang Wang. Transfer learning and improved ResNet34-based objective classification evaluation method for gastrodia elata quality [J]. Computers and Electronics in Agriculture, 2025, 237: 110563 (SCI, IF = 7.7, Top,一區(qū)).

[3]Sifan Mo, Chenguang Cai, Ming Yang*, Zhihua Liu, Deguang Wang, Ying Wang. A novel digital metrological traceability method for the monocular vision-based linear and angular measurement in vibration calibration [J]. IEEE Sensors Journal, 2025, 25(11): 19937-19946 (SCI, IF = 4.3,三區(qū)).

[4]Fei Ren, Zhihua Liu*, Chenguang Cai, Ming Yang*, Han Zhang, Zixiao Ren. 6-DOF in-situ tracking system- based kinematic parameters online learning method of parallel robot [J]. Metrology and Measurement Systems, 2025, 32(2): 1-17 (SCI, IF = 1.0,四區(qū)).

[5]Guowei Chen, Chenguang Cai, Ming Yang*, Deguang Wang, Chenbin Liang, Jiansheng Yang. Monocular vision-based key dynamic parameters measurement method used for typical bridge structures health monitoring [J]. IEEE Sensors Journal, 2025, 25(6): 10320-10331 (SCI, IF = 4.3,二區(qū)).

[6]Wang Xie, Ming Yang*, Ying Wang, Chengbin Liang, Deguang Wang. Monocular vision-based key feature point positioning method for micro-vibration measurement of building structures. Engineering Structures, 2025, 329: 119799 (SCI, IF = 5.5, Top,一區(qū)).

[7]Xin Zhu, Han Zhang, Zhihua Liu, Chenguang Cai, Lei Fu, Ming Yang*, Hongjiang Chen. Deep Learning- based Interpretable Prediction and Compensation Method for Improving Pose Accuracy of Parallel Robots [J]. Expert Systems with Applications, 2025, 256: 126289, (SCI, IF = 8.5, Top,一區(qū)).

[8]Huinan Gong, Zhenjie Zhou, Jun Pan, Ming Yang*, Hongquan Ding, Xin Zhu, Qingsong Wu. Image Motion Blur Mechanism-based Method for Low-Frequency Vibration Amplitude and Direction Measurement [J]. IEEE Sensors Journal, 2024, 24(24): 41301-41310 (SCI, IF = 4.3,二區(qū)).

[9]Qingsong Wu, Ming Yang*, Zhihua Liu, Chenguang Cai, Ying Wang, and Deguang Wang. Monocular vision- based decoupling measurement method for multi-degree-of-freedom motion [J]. IEEE Sensors Journal, 2024, 24(21): 35092-35100 (SCI, IF = 4.3,二區(qū)).

[10]Ming Yang, Jing Zhang, Zhihua Liu, Ying Wang, Chenguang Cai, and Deguang Wang. Spatiotemporal Syn- chronization-based Monocular Vision Method for Calibrating Low-Frequency Linear and Angular Accelero- meters [J]. IEEE Transactions on Instrumentation and Measurement, 2024, 73: 5034604 (SCI, IF = 5.6, Top,二區(qū)).

[11]Zhihua Liu, Chenguang Cai, Ming Yang*, Zhufeng Shao, Qi Lv. A Numerical Approximation Approach for Deriving Computational Efficient Inverse Dynamics of 6-DOF Parallel Robots Based on Principle of Virtual Work [J]. IEEE Roberts and Automation Letters, 2024, 9(6): 5966-5973, (SCI, IF = 5.2, Top,二區(qū)).

[12]Xin Zhu, Zhihua Liu, Chenguang Cai, Ming Yang*, Han Zhang, Lei Fu, Jing Zhang. Deep Learning-based Predicting and Compensating Method for the Pose Deviations of Parallel Robots [J]. Computers & Industrial Engineering, 2024, 191: 110179, (SCI, IF = 7.9, Top,一區(qū)).

[13]Wenfeng Liu, Chenguang Cai, Zhihua Liu, Ming Yang*, Shengnan Zuo, Peicheng Wang. Monocular vision- based dynamic calibration method for determining the sensitivities of low-frequency tri-axial vibration sensors [J]. Optics Express, 2024, 32(6): 10130-10145 (SCI, IF = 3.8, Top,二區(qū)).

[14]Ting Chen, Chenguang Cai, Jing Zhang, Dong Yu, Ming Yang*, Deguang Wang, Jing Yang, Chengbin Liang. RER-YOLO: improved method for surface defect detection of aluminum ingot alloy based on YOLOv5 [J]. Optics Express, 2024, 32(6): 8763-8777 (SCI, IF = 3.8, Top,二區(qū)).

[15]Haihui Huang, Ming Yang*, Chenguang Cai, Zhihua Liu, Shengnan Zuo, Peicheng Wang. A Broad-band and Low-distortion Excitation Generation Method for Low-frequency Angular Vibration Calibration [J]. Sensors and Actuators A-physical, 2024, 368: 115093 (SCI, IF = 4.6,三區(qū)).

[16]Haihui Huang, Chenguang Cai, Zhihua Liu, Ming Yang*, Deguang Wang. A Broad-band and High-dynamic Linear Excitation Generation Method for Calibrating the Low-frequency Vibration Sensors [J]. Measurement, 2024, 224: 113850 (SCI, IF = 5.6, Top,二區(qū)).

[17]Ming Yang, Chenguang Cai, Zhihua Liu, Ying Wang, and Deguang Wang. A Superefficient Monocular Vision Dynamic Calibration Method Used for Determining the Sensitivities of Low-Frequency Linear and Vibration Angular Sensors [J]. IEEE Transactions on Industrial Electronics, 2024, 71(9): 11716-11720 (SCI, IF = 7.7, Top,一區(qū)).

[18]Ming Yang, Chenguang Cai, Deguang Wang, Qinmu Wu, Zhihua Liu, and Ying Wang. Symmetric Differential Demodulation-based Heterodyne Interferometry Used for Wide Frequency-band Vibration Calibration [J]. IEEE Transactions on Industrial Electronics, 2024, 71(7): 8132-8140, (SCI, IF = 7.7, Top,一區(qū), ESI高被引).

[19]Ming Yang, Haihui Huang, Zhihua Liu, Chenguang Cai, Ying Wang, and Jing Yang. Sine Approximation- based Comparison Method for Determining the Phase Frequency Characteristic of Analog-to-digital Converters [J]. IEEE Transactions on Industrial Electronics, 2024, 71(2): 2142-2145 (SCI, IF = 8.162, Top,一區(qū), ESI高被引).

[20]Ming Yang, Shengnan Zuo, Zhihua Liu, Chenguang Cai, and Ying Wang. S/PDIF decoupling-based heterodyne interferometry for calibrating the low-frequency analog and digital vibration sensors [J]. IEEE Sensors Journal, 2023, 23(20): 24645-24651 (SCI, IF = 4.325,二區(qū)).

[21]Fei Xia, Ming Yang*, Mengjian Zhang, Jing Zhang. Jointly light-sensitive balanced butterfly optimizer for solving the NLO and NCO problems of WSN for environmental monitoring [J]. Biomimetics, 2023, 8: 393 (SCI, IF = 4.5,三區(qū)).

[22]Ming Yang, Sifan Mo, Chenguang Cai, Zhihua Liu, Deguang Wang, and Ying Wang. Standard sine motion video-based virtual traceability method for the monocular vision low-frequency vibration measurements [J]. Optics Letters, 2023, 48(13): 3617-3620 (SCI, IF = 3.560, Top,二區(qū)).

[23]Shengnan Zuo, Chenguang Cai, Ming Yang*, Zhihua Liu, Deguang Wang, and Ying Wang. Prior information- based motion blur image restoration method used for the low-frequency sinusoidal vibration measurements [J]. Signal Processing, 2023, 212: 109132 (SCI, IF = 4.729,二區(qū)).

[24]Ming Yang, Wenfeng Liu, Zhihua Liu, Chenguang Cai, Ying Wang, and Jing Yang. Binocular vision-based Method Used for Determining the Static and Dynamic Parameters of the Long-stroke Shakers in Low- frequency Vibration Calibration [J]. IEEE Transactions on Industrial Electronics, 2023, 70(8): 8537-8545 (SCI, IF = 8.162, Top,一區(qū), ESI高被引).

[25]Ming Yang, Hanglei An, Sifan Mo, Huinan Gong, Bingbing Dong, and Guanggui Chen. Efficient monocular vision method used for measuring the angular rate and acceleration in rotation motion [J]. Optics Express, 2022, 30(25): 45436-45446 (SCI, IF = 3.833, Top,二區(qū)).

[26]Ming Yang, Zhihua Liu, Ying Wang, Chenguang Cai, and Jing Yang. Monocular vision-based Multi-parameter Dynamic Calibration Method Used for the Low-frequency Linear and Angular Vibration Sensors [J]. IEEE Transactions on Industrial Electronics, 2023, 70(5): 5365-5374 (SCI, IF = 8.162, Top,一區(qū)).

[27]Ming Yang, Ying Wang, Zhihua Liu, Shengnan Zuo, Chenguang Cai, Jing Yang, and Junjie Yang. A monocular vision-based decoupling measurement method for plane motion orbits [J]. Measurement, 2022, 187: 110312 (SCI, IF = 5.131, Top,二區(qū)).

[28]Ming Yang, Zhihua Liu, Chenguang Cai, Ying Wang, Jing Yang, and Junjie Yang. Monocular vision-based Calibration Method for the Axial and Transverse Sensitivities of Tri-axial Vibration Sensor with the Ellipse Orbit Excitation Acceleration [J]. IEEE Transactions on Industrial Electronics, 2022, 69(12): 13763-13772 (SCI, IF = 8.162, Top,一區(qū)).

[29]Ming Yang, Chenguang Cai, Zhihua Liu, Ying Wang. Monocular vision-based calibration method for determining the frequency characteristics of low-frequency accelerometer [J]. IEEE Sensors Journal, 2021, 21 (4): 4377-4384 (SCI, IF = 4.325,二區(qū)).

[30]Ming Yang, Haijiang Zhu, Chenguang Cai, Ying Wang, Zhihua Liu, Shengyang Zhou. Monocular vision- based Earth’s graviation method used for low-frequency vibration calibration [J]. IEEE Access, 2020, 8: 129087- 129093 (SCI, IF = 3.476,三區(qū)).

[31]Ming Yang, Ying Wang, Chenguang Cai, Zhihua Liu, Haijiang Zhu, and Shengyang Zhou. Monocular vision- based low-frequency vibration calibration method with correction of the guideway bending in a long-stroke shaker [J]. Optics Express, 2019, 27(11): 15968-15981 (SCI, IF = 3.833, Top,二區(qū)).

[32]Ming Yang, Haijiang Zhu, Chenguang Cai, Ying Wang, Zhihua Liu. Bandpass-sampling-based heterodyne interferometer signal acquisition for vibration measurements in primary vibration calibration [J]. Applied Optics, 2018, 57(29), 8586-8592 (SCI, IF = 1.905,三區(qū)).

[33]楊明,蔡晨光,劉志華,王穎,楊鈞杰.基于長(zhǎng)沖程振動(dòng)臺(tái)導(dǎo)軌彎曲校正的低頻振動(dòng)傳感器校準(zhǔn)方法[J].振動(dòng)與沖擊(EI), 2022, 41(1): 116-120.

[34]Ming Yang, Chenguang Cai, Ying Wang, Haijiang Zhu, et al. A Novel Low Frequency Vibration Measurement Method Based on Single Camera [C]. Journal of Physics: Conference Series, 2018, 1065: 222016 (EI).

[35]Ming Yang, Chenguang Cai, Ying Wang, Haijiang Zhu, et al. Correction of phase delay caused by mixer and lowpass filter in heterodyne interferometer [C]. Proc. of SPIE, 2017, 10457: 104570E1-6 (EI).

[36]楊明,蔡晨光,劉志華,王穎.基于外差激光干涉法的三軸向振動(dòng)絕對(duì)校準(zhǔn)方法研究[J].計(jì)量學(xué)報(bào)(CSCD), 2018, 39(2): 201-205.

[37]楊明,蔡晨光,王穎,劉志華.外差激光干涉信號(hào)的采集與解調(diào)方法綜述[J].激光雜志(北大核心), 2018, 39(1): 20-24.

[38]楊明,趙煥興,劉志華,李賀佳,蔡晨光.基于地球重力法的低頻加速度計(jì)校準(zhǔn)[J].計(jì)量學(xué)報(bào)(CSCD), 2022, 43(8): 1064-1069.  

[39]Ming Yang, Junjie Yang, Haibin Chen, et al. A monocular vision-based measurement method used for low- frequency linear and rotary vibrations [C]. The 19th Asia Pacific Vibration Conference, Qingdao, 2021.

[40]胡波,王佳欣,楊青,陳婷,楊明*.基于改進(jìn)YOLOv5的鋁錠合金表面缺陷檢測(cè)技術(shù)研究[J].電子測(cè)量技術(shù)(北大核心), 2024, 47(14): 121-126.

[41]陳光貴,董昱,胡波,楊明*.基于旋轉(zhuǎn)運(yùn)動(dòng)激勵(lì)的線角振動(dòng)傳感器動(dòng)態(tài)校準(zhǔn)方法[J].計(jì)量學(xué)報(bào)(CSCD), 2025,已錄用.

三、教改項(xiàng)目與論文

[1]楊明,楊靖,王德光,等.基于工程教育理念的數(shù)據(jù)采集及處理技術(shù)課程教學(xué)改革與實(shí)踐研究[J].科教文匯, 2021, 29: 97-99.

[2]黃海輝,陳光貴,左晟楠,楊明*.基于變電容加速度計(jì)的橋梁撓度監(jiān)測(cè)實(shí)驗(yàn)平臺(tái)設(shè)計(jì)[J].實(shí)驗(yàn)技術(shù)與管理(北大核心), 2023, 40(7): 86-91.

四、學(xué)生論文與獲獎(jiǎng)

[1]劉文峰,楊明,蔡晨光,等.基于機(jī)器視覺的數(shù)字式角振動(dòng)傳感器動(dòng)態(tài)校準(zhǔn)方法[J].振動(dòng)與沖擊(EI), 2023, 42(13): 177-182.

[2]林烊樊，獲2022屆貴州大學(xué)本科優(yōu)秀畢業(yè)論文（設(shè)計(jì)）獎(jiǎng)三等獎(jiǎng).

[3]第一指導(dǎo)教師指導(dǎo)國(guó)家級(jí)大創(chuàng)2項(xiàng)、校級(jí)SRT項(xiàng)目6項(xiàng).

 [4]第一指導(dǎo)教師指導(dǎo)學(xué)科競(jìng)賽獲得2022與2023年大學(xué)生電子設(shè)計(jì)競(jìng)賽省賽三等獎(jiǎng)4項(xiàng)，2023年十八屆“挑戰(zhàn)杯”省賽一等獎(jiǎng)3項(xiàng)、二等獎(jiǎng)1項(xiàng)、三等獎(jiǎng)1項(xiàng)，2024年第十五屆大學(xué)生數(shù)學(xué)競(jìng)賽省賽一等獎(jiǎng)1項(xiàng)，2024年第十四屆全國(guó)大學(xué)生電子商務(wù)“創(chuàng)新、創(chuàng)意及創(chuàng)業(yè)”挑戰(zhàn)賽省賽二等獎(jiǎng)1項(xiàng)，2023年第二十屆“中國(guó)研究生數(shù)學(xué)建模競(jìng)賽”國(guó)賽二等獎(jiǎng)1項(xiàng)、三等獎(jiǎng)1項(xiàng)，2023年十八屆“挑戰(zhàn)杯”全國(guó)大學(xué)生課外學(xué)術(shù)科技作品競(jìng)賽國(guó)賽二等獎(jiǎng)1項(xiàng)，2024年二十六屆中國(guó)機(jī)器人及人工智能大賽國(guó)賽一等獎(jiǎng)1項(xiàng)與三等獎(jiǎng)1項(xiàng)、省賽二等獎(jiǎng)1項(xiàng)，2024年第十屆全國(guó)大學(xué)生統(tǒng)計(jì)建模大賽國(guó)賽一等獎(jiǎng)1項(xiàng)，2024年第十四屆“挑戰(zhàn)杯”中國(guó)大學(xué)生創(chuàng)業(yè)計(jì)劃競(jìng)賽國(guó)賽二等獎(jiǎng)1項(xiàng)、省賽二等獎(jiǎng)1項(xiàng)，2024年中國(guó)國(guó)際大學(xué)生創(chuàng)新大賽省賽金獎(jiǎng)1項(xiàng)、銀獎(jiǎng)2項(xiàng)，2024年“華為杯”中國(guó)研究生人工智能創(chuàng)新大賽國(guó)賽三等獎(jiǎng)，2024年MathorCup大學(xué)生數(shù)學(xué)建模挑戰(zhàn)賽國(guó)賽一等獎(jiǎng)1項(xiàng)、2024年第十六屆研究生“中國(guó)電機(jī)工程學(xué)會(huì)杯”國(guó)賽一等獎(jiǎng)1項(xiàng)，2025年二十七屆中國(guó)機(jī)器人及人工智能大賽國(guó)賽一等獎(jiǎng)1項(xiàng)與二等獎(jiǎng)1項(xiàng)、省賽二等獎(jiǎng)1項(xiàng)，2024年第十屆全國(guó)大學(xué)生統(tǒng)計(jì)建模大賽國(guó)賽二等獎(jiǎng)1項(xiàng)、三等獎(jiǎng)1項(xiàng)，2025年十九屆“挑戰(zhàn)杯”全國(guó)大學(xué)生課外學(xué)術(shù)科技作品競(jìng)賽省賽一等獎(jiǎng)1項(xiàng)、二等獎(jiǎng)2項(xiàng)、三等獎(jiǎng)1項(xiàng)，2025年中國(guó)國(guó)際大學(xué)生創(chuàng)新大賽省賽銀獎(jiǎng)2項(xiàng)、銅獎(jiǎng)1項(xiàng).

[5]Lei Fu, Ming Yang, Zhihua Liu, et al. Stereo vision-based Kinematic calibration method for the Stewart platforms [J]. Optics Express, 2022, 30(26): 47059-47069 (SCI, IF = 3.833,二區(qū)).

[6]Xin Zhu, Ligong Wang, Ming Yang*, et al. Deep Learning-based CNN-LSTM Model Used for Predicting Pose Error of Stewart Platform [C]. ICIRA 2023, 358-370 (EI).

[7]Shengnan Zuo, Chenguang Cai, Zhihua Liu, Ming Yang*, Haihui Huang, et al. An Autocorrelation Function- Based Method Used for Image Denoising with Accuracy and Efficiency [C]. ICIVC 2023, 273-276 (EI).

[8]Huinan gong, Ligong Wang, Ming Yang*, et al. The adaptive threshold-based FFT spectrum stripe edge detection method used for measuring the high-frequency vibration parameters [C]. ICEMI 2023, 410-415 (EI).

[9]蔡晨光,黃海輝,楊明,等.基于變電容式加速度計(jì)的大型斜拉式橋梁撓度監(jiān)測(cè)裝置[P].中國(guó)實(shí)用新型專利, ZL 202222445004.3 (授權(quán)).

五、指導(dǎo)研究生

[1]第一屆(2023年)1人，北京理工大學(xué)在讀博士1人.

[2]第二屆(2024年)3人，吉林大學(xué)在讀博士1人.

[3]第三屆(2025年)7人，西安交通大學(xué)在讀博士1人.

部分榮譽(yù)與獲獎(jiǎng)情況：

[1]2020年06月  北京化工大學(xué)  研究生優(yōu)秀畢業(yè)生

[2]2020-2021年度  貴州大學(xué)  優(yōu)秀班主任

[3]2021年度  貴州省事業(yè)單位工作人員年度考核  優(yōu)秀

[4]2021年度  貴州省高層次人才考核  優(yōu)秀

 [5]2022年  貴州大學(xué)3522集團(tuán)新網(wǎng)站  優(yōu)秀黨員

[6]2021-2022年度  貴州大學(xué)  優(yōu)秀班主任

[7]2022年度  貴州大學(xué)  青年創(chuàng)新工作獎(jiǎng)

[8]2022年度  貴州省高層次人才考核  優(yōu)秀

[9]2022年度  貴州省事業(yè)單位工作人員年度考核  優(yōu)秀

[10]2023年04月  中國(guó)計(jì)量測(cè)試學(xué)會(huì)科學(xué)技術(shù)進(jìn)步獎(jiǎng)(省部級(jí))一等獎(jiǎng)(寬頻帶高動(dòng)態(tài)振動(dòng)計(jì)量關(guān)鍵技術(shù)研究與應(yīng)用  3/10)

[12]2023年05月  貴州大學(xué)  “欣源杯”大學(xué)生電子設(shè)計(jì)競(jìng)賽優(yōu)秀指導(dǎo)教師

[13]2023年06月  貴州大學(xué)  優(yōu)秀共產(chǎn)黨員

[14]2023年08月  英國(guó)物理學(xué)會(huì)(IOP)最佳審稿人獎(jiǎng)

[15]2022-2023年度  貴州大學(xué)  優(yōu)秀班主任

[16]2023年12月  研究成果與技術(shù)突破被國(guó)家科學(xué)技術(shù)部主管、中國(guó)科技成果管理研究會(huì)及中國(guó)科學(xué)技術(shù)信息研究所主辦《科技成果管理與研究》推介(第11期80-82頁)

[17]2023年12月  國(guó)家市場(chǎng)監(jiān)督管理局(省部級(jí))一等獎(jiǎng)(三軸向振動(dòng)計(jì)量及原位校準(zhǔn)關(guān)鍵技術(shù)研究  9/10)

 [18]2023年度  貴州省高層次人才考核  優(yōu)秀

[19] 2023年度  貴州省事業(yè)單位工作人員年度考核  優(yōu)秀

[20]2024年05月  ESI高被引論文1篇

[21]2024年07月  ESI高被引論文1篇

[22] 2024年08月  中國(guó)統(tǒng)計(jì)教育學(xué)會(huì)優(yōu)秀指導(dǎo)教師獎(jiǎng)

[23] 2024年度  貴州省高層次人才考核  優(yōu)秀

[24] 2025年05月  ESI高被引論文1篇

學(xué)術(shù)兼職：

1、SCI期刊  IEEE Sensors Journal Associate Editor(副主編)

2、IEEESenior Member

3、ISO (國(guó)際標(biāo)準(zhǔn)組織)振動(dòng)與沖擊標(biāo)準(zhǔn)委員會(huì)委員

4、SCI期刊Mathematics  GuestEditor (客座編輯)

5、中國(guó)自動(dòng)化學(xué)會(huì)青年工作委員會(huì)委員

6、國(guó)家自然科學(xué)基金項(xiàng)目函評(píng)專家，中國(guó)計(jì)量測(cè)試學(xué)會(huì)水運(yùn)監(jiān)測(cè)裝備產(chǎn)業(yè)分會(huì)委員，IEEE Transactions on Industrial Informatics, Automation in Construction, Measurement,Mechanical Systems and Signal Processing,Optics Express,Optics Communications, Measurement Science and Technology,Optics and Lasers in Engineering,Optics and Lasers in Technology,Scientific Reports, ISA Transactions,Ocean Engineering,IEEE Access, MAPAN-Journal of Metrology Society of India,Applied Optics,Surface Topography-Metrology and Properties, Engineering Research Express,Electronics Letters等SCI期刊，光學(xué)技術(shù)、北京化工大學(xué)學(xué)報(bào)(自然科學(xué)版)期刊審稿人，IEEE學(xué)會(huì)會(huì)員，貴州省自動(dòng)化學(xué)會(huì)理事。