北京大學(xué) 電子科學(xué)與技術(shù) 博士后

香港中文大學(xué)自動(dòng)化與計(jì)算機(jī)輔助工程 博士

北京理工大學(xué) 機(jī)械電子工程 碩士

北京理工大學(xué) 機(jī)械電子工程 學(xué)士

2007-2009

基于微慣導(dǎo)傳感網(wǎng)絡(luò)的人體運(yùn)動(dòng)捕捉系統(tǒng)研究，國(guó)家博士后基金和深圳市科技計(jì)劃（非共識(shí)創(chuàng)新項(xiàng)目），項(xiàng)目負(fù)責(zé)人

設(shè)計(jì)和實(shí)現(xiàn)了用于人體運(yùn)動(dòng)姿態(tài)實(shí)時(shí)檢測(cè)的微慣導(dǎo)傳感系統(tǒng)，研究具有多通道模數(shù)轉(zhuǎn)換功能（包含三維加速度和三維角速度測(cè)量ADC）、數(shù)據(jù)采集功能、數(shù)據(jù)存儲(chǔ)功能、數(shù)據(jù)無(wú)線傳輸功能的微控制系統(tǒng)電路設(shè)計(jì)實(shí)現(xiàn)人體運(yùn)動(dòng)姿態(tài)數(shù)據(jù)庫(kù)的建立，人體運(yùn)動(dòng)姿態(tài)特征提取算法研究，研究人體各種基本運(yùn)動(dòng)姿態(tài)的時(shí)域、頻域特征，找到有效的人體運(yùn)動(dòng)姿態(tài)表征參數(shù)，選擇合適的變換減少或去除信息冗余研究人體運(yùn)動(dòng)姿態(tài)分類識(shí)別算法，探索人體運(yùn)動(dòng)識(shí)別離線學(xué)習(xí)模式

基于多源信息融合的交通事件自動(dòng)檢測(cè)技術(shù)，國(guó)家863計(jì)劃項(xiàng)目，團(tuán)隊(duì)組長(zhǎng)

具有交叉路口多向道路交通實(shí)時(shí)全方位監(jiān)測(cè)、交通數(shù)據(jù)存儲(chǔ)、傳輸和顯示、自動(dòng)交通事件檢測(cè)等功能的交通事件自動(dòng)監(jiān)測(cè)系統(tǒng)的設(shè)計(jì)與實(shí)現(xiàn)開展多源信息特征融合策略研究：基于音視頻多源交通信息融合，以信息的層次、互聯(lián)相關(guān)、信息組合等信息融合為依據(jù)，形成有效的交通事件特征向量研究交通事件分類技術(shù)，設(shè)計(jì)多級(jí)或多層結(jié)構(gòu)、線性或非線性分類器結(jié)構(gòu)的交通事件自動(dòng)檢測(cè)器跟蹤學(xué)習(xí)了德州儀器（TI）達(dá)芬奇DSP平臺(tái)，對(duì)系統(tǒng)框架、工作環(huán)境、軟件運(yùn)行、編解碼驅(qū)動(dòng)進(jìn)行了研究學(xué)習(xí)，旨在開發(fā)獨(dú)立的混合音視頻交通事件自動(dòng)檢測(cè)系統(tǒng)

2004-2007

基于微機(jī)電系統(tǒng)的人體移動(dòng)安全氣囊系統(tǒng)，香港創(chuàng)新科技署項(xiàng)目，團(tuán)隊(duì)組長(zhǎng)
基于微慣導(dǎo)傳感網(wǎng)絡(luò)的人體運(yùn)動(dòng)捕捉系統(tǒng)研究，國(guó)家博士后基金和深圳市科技計(jì)劃（非共識(shí)創(chuàng)新項(xiàng)目），項(xiàng)目 設(shè)計(jì)實(shí)現(xiàn)了基于MEMS傳感器的三維微慣導(dǎo)傳感單元：

主要考慮傳感器的體積、靈敏度、準(zhǔn)確度、數(shù)據(jù)讀出功能等指標(biāo)，研究uIMU單元專用電路，消除因電路特性引起的噪聲利用PROTEL DXP 設(shè)計(jì)微慣導(dǎo)傳感單元電路，布板及調(diào)試基于GCC（GUN Compiler Collection）的數(shù)據(jù)采集和傳送的軟件實(shí)現(xiàn)

基于單片機(jī)的微機(jī)電信號(hào)采集功能的實(shí)現(xiàn)：

研究微控制器的結(jié)構(gòu)和應(yīng)用框架，選定ATMEL MEGA系列作為uIMU主芯片研究USB串口通訊，用于傳感數(shù)據(jù)與計(jì)算機(jī)的接口實(shí)現(xiàn)了基于藍(lán)牙技術(shù)（Bluetooth）的傳感數(shù)據(jù)無(wú)線通信功能

基于模式識(shí)別的人體運(yùn)動(dòng)分類技術(shù)：

人體運(yùn)動(dòng)模型分析，人體運(yùn)動(dòng)微慣導(dǎo)數(shù)據(jù)的采集人體運(yùn)動(dòng)微慣導(dǎo)數(shù)據(jù)庫(kù)的建立，包括人體日常動(dòng)作和摔倒情況微機(jī)電信號(hào)處理及基于PCA（Principle Component Analysis）的特征選擇基于模式識(shí)別方法的人體運(yùn)動(dòng)分類技術(shù)研究：SVM支持向量機(jī)（Support Vector Machine）， CNN神經(jīng)網(wǎng)絡(luò)（Cascading Neural Network）和 HMM隱式馬爾科夫模型（Hidden Markov Model）

基于微慣導(dǎo)信息的實(shí)時(shí)人體運(yùn)動(dòng)識(shí)別研究：

實(shí)時(shí)SVM濾波器的設(shè)計(jì)與實(shí)現(xiàn)基于TI數(shù)字信號(hào)處理器的實(shí)時(shí)算法的設(shè)計(jì)與實(shí)現(xiàn)系統(tǒng)測(cè)試實(shí)驗(yàn)，驗(yàn)證人體摔倒檢測(cè)的實(shí)時(shí)性，測(cè)試安全氣囊的工作狀況

2002-2004

低成本微納流體芯片實(shí)驗(yàn)室的自動(dòng)裝配系統(tǒng)的研究，國(guó)家863計(jì)劃項(xiàng)目，團(tuán)隊(duì)組長(zhǎng)
高深寬比三維微管道激光刻蝕技術(shù)：

基于高功率二氧化碳激光器的三維微管道刻蝕技術(shù)研制開發(fā)基于掩膜犧牲層的微管道刻蝕技術(shù)以提高微管道的平整度

基于光學(xué)匯聚裝置的三維微管道加工系統(tǒng)
基于二氧化碳的激光匯聚系統(tǒng)將原始激光束匯聚成為高能量密度（105J/cm2）
微米級(jí)尺寸的激光束，以刻蝕可生物兼容的PMMA材料
配合三維微管道加工的三維精密移動(dòng)平臺(tái)的開發(fā)
基于二氧化碳激光匯聚系統(tǒng)及三維移動(dòng)平臺(tái)的生物維納流體芯片自動(dòng)裝配系統(tǒng)的設(shè)計(jì)與集成

2001-2002

仿人機(jī)器人柔性誤差校準(zhǔn)技術(shù)，國(guó)家863計(jì)劃項(xiàng)目，主研人員
設(shè)計(jì)并實(shí)現(xiàn)了基于力反饋的機(jī)器人柔性誤差補(bǔ)償系統(tǒng)：

基于力反饋的機(jī)器人上臂扭矩柔性誤差補(bǔ)償算法研究基于伺服電機(jī)和軸角編碼器的機(jī)器人上臂控制系統(tǒng)的實(shí)現(xiàn)

MEMS慣性器件以及碳納米管傳感器設(shè)計(jì)與應(yīng)用技術(shù)。主要研究微機(jī)電信號(hào)處理以及高精度慣導(dǎo)系統(tǒng)實(shí)現(xiàn)技術(shù)，包括運(yùn)動(dòng)捕捉系統(tǒng)以及手勢(shì)交互界面等。

國(guó)家重大專項(xiàng)2009-2012 1050萬(wàn)（RMB）高密度三維系統(tǒng)級(jí)封裝的關(guān)鍵技術(shù)研究，主研人員深圳市基礎(chǔ)研究計(jì)劃 2009-2011 10萬(wàn)（RMB）面向運(yùn)動(dòng)保護(hù)的人體姿態(tài)檢測(cè)與分析集成微系統(tǒng)研究，項(xiàng)目負(fù)責(zé)人中國(guó)高技術(shù)研究發(fā)展計(jì)劃（863計(jì)劃） 2007-2009 86萬(wàn)（RMB）基于多源信息融合的交通事件自動(dòng)檢測(cè)技術(shù)，團(tuán)隊(duì)組長(zhǎng)中國(guó)博士后科學(xué)基金（20080430768）2008-2009 3萬(wàn)（RMB）基于微慣導(dǎo)傳感器的人體運(yùn)動(dòng)姿態(tài)分類識(shí)別技術(shù)研究，項(xiàng)目負(fù)責(zé)人深圳市科技計(jì)劃非共識(shí)創(chuàng)新項(xiàng)目（FG200805200128） 2008-2009 5萬(wàn)（RMB）基于微慣導(dǎo)傳感節(jié)點(diǎn)的人體運(yùn)動(dòng)捕捉技術(shù)研究，項(xiàng)目負(fù)責(zé)人香港創(chuàng)新科技署項(xiàng)目（ITF-UIM-151） 2005-2007 200萬(wàn)（HKD）基于微機(jī)電傳感技術(shù)的人體移動(dòng)安全氣囊系統(tǒng)，團(tuán)隊(duì)組長(zhǎng)

Guangyi Shi, Cheung Shing Chan, Wen Jung Li, Kwok-Sui Leung, Yuexian Zou and Yufeng Jin, “Mobile Human Airbag System for Fall Protection using MEMS Sensors and Embedded SVM Classifier,” IEEE Sensors Journal, VOL. 9, NO.5, May 2009.Yuexian Zou, Guangyi Shi, Hang Shi, and He Zhao, “Traffic Incident Classification at Intersections Based on Image Sequences by HMM/SVM Classifiers,” Springer, Multimedia and Applications Journal, to appear in December 2009. (As contact author)Guangyi Shi, Yuexian Zou, Wen Jung Li, Yufeng Jin, and Pei Guan, “Towards Multi-classification of Human Motions Using Micro IMU and SVM Training Process,” Advanced Materials Research, Section Micro and Nano Technology, Vols. 60-61 (2009) pp 289-193 2009.Winnie W. Y. Chow, Kin Fong Lei, Guangyi Shi, Wen J. Li, and Qiang Huang, “Micro Fluidic Channel Fabrication by PDMS-Interface Bonding,” Nanotechnology, August 2004.Guangyi Shi, Wen J. Li, “Human Motion Recognition based on MEMS Sensing Unit using Artificial Intelligence: Classification and Comparison of SVM CNN and HMM,” under preparation for IEEE Transaction on Biomedical Engineering.Guangyi Shi, Yuexian Zou, Yufeng Jin, “An Intelligent Transportation System based on Information Fusion of Multi Cameras and Microphone Array,” under preparation for IEEE Transactions on Intelligent Transportation Systems.Guangyi Shi, Yuexian Zou, Yiyan Wang, and Hang Shi, “Image Sequences Based Traffic Incident Detection for Signaled Intersections Using HMM,” IEEE International Conference on Hybrid Intelligent Systems (HIS 2009), August 12-14th 2009, ShenhangLiaoning, China.Guangyi Shi, Yuexian Zou, Yiyan Wang, Hang Shi, and Qiang Peng, “Development of Image Sequences Based Traffic Incident Detection System for Urban Intersection,” IEEE Internationla Conference on Image and Signal Processing (CISP 2009), Oct. 17-19th 2009, Tianjin, China.Hang Shi, Yuexian Zou, Yiyan Wang, Guangyi Shi, and He Zhao, “A Robust Traffic Parameter Extraction Approach for Surveillance System at Urban Intersection,” IEEE Internationla Conference on Image and Signal Processing (CISP 2009), Oct. 17-19th 2009, Tianjin, China.Hang Shi, Yuexian Zou, Yiyan Wang, and Guangyi Shi, “A Robust Traffic Parameter Extraction Method using Texture and Entropy,” in the Proceedings of IEEE Intelligent Vehicles Symposium (IEEE/IV 2009), June 3-5, 2009, Xi’an, Shanxi, China, pp: 237-241.Weidong Wang, Yuexian Zou, Guangyi Shi, Yuesheng Zhu, “A Web Service based Gateway Architecture for Wireless Sensor Networks,” The 11th International Conference On Advanced Communication Technology (ICACT 2009), Phoenix Park, Gangwon-Do, Republic of Korea, February 15-18, 2009, Vol.02, pp:1160-1163.Guangyi Shi, Yuexian Zou, Yufeng Jin,Yali Zheng, and Wen Jung Li, “Multi-Category Human Motion Recognition based on MEMS Inertial Sensing Data,” IEEE International Conference on Nano/Micro Engineered and Molecular Systems (NEMS 2009), Shenzhen, Guangdong, China, January 5-8, 2009.Yuexian Zou, Yali Zheng, Yufeng Jin, and Guangyi Shi, “Signal Modulation Schemes Comparison in the Telemetry Unit for Retinal Prosthesis System,” The 4th Annual IEEE International Conference on Nano/Micro Engineered and Molecular Systems (NEMS 2009), Shenzhen, Guangdong, China, January 5-8, 2009.Yuexian Zou, Guangyi Shi, Yufeng Jin, Yali Zheng, Yili Chen, “Extraocular Image Processing for Retinal Prosthesis based on DSP,” The 4th Annual IEEE International Conference on Nano/Micro Engineered and Molecular Systems (NEMS 2009), Shenzhen, Guangdong, China, January 5-8, 2009.Guangyi Shi, Yuexian Zou, Yufeng Jin, and Wen Jung Li, “PCA/ICA-Based SVM for Fall Recognition using MEMS Motion,” 2008 IEEE Asia Pacific Conference on Circuits and Systems (APCCAS 2008), Macao, Dec. 2008.Guangyi Shi, Yuexian Zou, Yufeng Jin, and Wen Jung Li, “Towards HMM based Human Motion Recognition using MEMS Inertial Sensors,” 2008 IEEE International Conference on Robotics and Biomimetics, Bangkok, Thailand, December 14-17, 2008.Guangyi Shi, Cheung Shing Chan, Guanglie Zhang, Wen J. Li, Philip H.W. Leong, and Kwok Sui Leung, “Towards a Mobile Airbag System Using MEMS Sensors and Embedded Intelligence,” IEEE International Conference on Robotics and Biomimetics (IEEE ROBIO) 2007, Sanya, China.Guangyi Shi, Cheung Shing Chan, Yilun Luo, Guanglie Zhang, Wen J. Li, Philip H. W. Leong, and Kwok-Sui Leung, “Development of a Human Airbag System for Falling Protection Using MEMS Motion Sensing Technology,” IEEE International Conference on Intelligence Robots and Systems (IEEE IROS) 2006, Beijing, China.Cheung Shing Chan, Guangyi Shi, Yilun Luo, Guanglie Zhang, Wen J. Li, Philip H. W. Leong, and Kwok-Sui Leung, “A Human-Airbag System for Hip Protection Using MEMS Motion Sensors: Experimental Feasibility Results,” IEEE International Conference on Mechatronics and Automation (IEEE ICMA) 2006, Luoyang, China.Guangyi Shi, Yilun Luo, Josh Lam, Guanglie Zhang, Wen J. Li, Philip H. W. Leong, Pauline P.Y. Lui, and Kwok-Sui Leung, “Towards a Human Airbag System Using μIMU with SVM Training for Falling-Motion Recognition,” IEEE International Conference on Robotics and Biomimetics (IEEE ROBIO) 2005, Hong Kong.Guangyi Shi, Qiang Huang, Wen J. Li, Wenqian Huang, and Yanyun Ren, “Micromachining of Micro Channels in PMMA Substrates Using CO2 Laser and Sacrificial Mask Process,” 5th World Congress on Intelligent Control and Automation, June, 2004, Hangzhou, China.Guangyi Shi, Qiang Huang, Wen J. Li, Wenqian Huang, Yanyun Ren, Jun Li, and Kejie Li, “Fabrication of Micro Channels in PMMA using CO2 Laser and Sacrificial Mask Process,” IEEE International Conference on Information and Acquisition (IEEE IAC) 2003, Hong Kong.Guangyi Shi, Qiang Huang, Wen J. Li, Wenqian Huang, Gengchen Shi, and Kejie Li, “Towards Automated Micromachining of PMMA Micro Channels Using CO2 Laser and Sacrificial Mask Process,” IEEE International Conference on Robotics and Automation (IEEE ICRA) 2004, New Orleans, America.Guanglie Zhang, Guangyi Shi, Yilun Luo, Wong, H., Wen J. Li, Leong P.H.W., and Ming Yiu Wong, “Towards an Ubiquitous Wireless Digital Writing Instrument Using MEMS Motion Sensing Technology,” IEEE/ASME International Conference on Advanced Intelligent Mechatroincs (IEEE AIM)2005, Monterey, America.Zhuxin Dong, Guanglie Zhang, Yilun Luo, Chi Chiu Tsang, Guangyi Shi, Sze Yin Kwok, and Wen J. Li, “A Calibration Method for MEMS Inertial Sensors Based on Optical Tracking,” IEEE International Conference on Nano/Micro Engineered and Molecular Systems (IEEE NEMS) 2007, Bangkok, Thailand.Weiwei Wan, Hong Liu, Guangyi Shi, and Wen J. Li, “Real-time Recognition of Multi-category Human Motion Using Micro IMU Data,” IEEE International Conference on Mechatronics and Automation (IEEE ICMA) 2007, Harbin, China.Weiwei Wan, Hong Liu, Lianzhi Wang, Guangyi Shi, and Wen J. Li, “A Hybrid HMM/SVM Classifier for Motion Recognition Using μIMU Data,” IEEE International Conference on Robotics and Biomimetics (IEEE ROBIO) 2007, Sanya, China.Tsang Chi Chiu, Chow Gary Chun Tak, Leong Philip H. W., Zhang Guanglie, Luo Yilun, Dong Zhuxin, Shi Guangyi, Kwok Sze Yin, Wong Heidi Y. Y., and Li Wen J., Wong Ming Yiu, “A Novel Real-Time Error Compensation Methodology for Micro IMU-based Digital Writing Instrument,” IEEE International Conference on Robotics and Biomimetics (IEEE ROBIO) 2006, Kunming, China.Luo Yilun, Tsang Chi Chiu, Zhang Guanglie, Dong Zhuxin, Shi Guangyi, Kwok Sze Yin, Li Wen J., Leong Philip H. W., and Wong Ming Yiu, “An Attitude Compensation Technique for a MEMS Motion Sensor Based Digital Writing Instrument,” IEEE International Conference on Nano/Micro Engineered and Molecular Systems (IEEE NEMS) 2006, Zhuhai, China.Winnie W. Y. Chow, Kin Fong Lei, Guanyi Shi, Wen J. Li, and Qiang Huang, “Low Temperature Polymer-Based Substrates Bonding Using PDMS for Micro Fluidic Applications,” Asia-Pacific Conference of Transducers and Micro-Nano Technology (APCOT MNT 2004), July 2004, Japan.

美國(guó)專利（授權(quán)號(hào)：20090183929）“Writing System with Camera,” Guanglie Zhang, Guangyi Shi, Yilunluo, Heidi Yee Yan Wong, Wen Jung Li, Philip Heng Wai Leong, and Ming Yiu Wong. Under reviewing 2009中國(guó)專利（授權(quán)號(hào)：CN1616180）“一種基于CO2激光器的三維微管道加工設(shè)備”，黃強(qiáng)，時(shí)廣軼，石庚辰，李文榮，李科杰，偉民 2005年5月中國(guó)專利（授權(quán)號(hào)：CN2650926）“用于微米級(jí)管道刻蝕的二氧化碳激光匯聚裝置” 黃強(qiáng)，張志遠(yuǎn)，時(shí)廣軼，黃文倩，2004年10月