個人簡介
潘曉芳博士，深圳大學(xué)射頻異質(zhì)異構(gòu)集成全國重點實驗室、電子與信息工程學(xué)院副教授。于2010年、2015年分別獲東南大學(xué)學(xué)士、香港科技大學(xué)電子及計算機(jī)哲學(xué)博士學(xué)位。2015年，評為優(yōu)秀青年教師培養(yǎng)人選（簡稱“荔園優(yōu)青”）；2016年，評為深圳市海外高層次人才；2017年，評為南山區(qū)領(lǐng)航人才；2021年，評為深圳市國內(nèi)高層次人才；2023年獲得廣東省自然科學(xué)基金-優(yōu)秀青年項目；2024年和2025年，兩年次入選斯坦福全球前2%頂尖科學(xué)家榜單。研究方向涵蓋但不限于：1）氣味數(shù)字化；2）傳感器陣列信號的算法處理，尤其聚焦于復(fù)雜混合氣體環(huán)境中基于人工智能算法的氣體成分識別、濃度測量及系統(tǒng)魯棒性；3）傳感器與CMOS芯片工藝的兼容性；4）傳感器陣列集成、傳感器材料合成以及基于微電子工藝的傳感器制備等關(guān)鍵技術(shù)。主持國家自然科學(xué)基金2項，省部級項目3項，深圳市項目3項，廣汽研究院技術(shù)開發(fā)項目等多項縱向和橫向科研項目，總經(jīng)費超過1000萬元。迄今為止，在《ACS Nano》《Sensors and Actuators B: Chemical》《IEEE Transactions on Circuits and Systems I: Regular Papers》《IEEE Transactions on Instrumentation and Measurement》《IEEE Electron Device Letters》《IEEE Sensors》《Applied Surface Science》等國際頂尖期刊與會議上發(fā)表SCI/EI收錄論文70余篇，撰寫書籍章節(jié)1章，獲授權(quán)發(fā)明專利8項。谷歌學(xué)術(shù)引用總次數(shù)達(dá)1891次，h因子為23，i10因子為21。目前擔(dān)任《IEEE Sensors Journal》副編輯，長期擔(dān)任《Sensors and Actuators B》《IEEE Sensors》《IEEE Transactions on Biomedical Circuits and Systems》等多個國際權(quán)威期刊和會議的審稿人。
學(xué)術(shù)主頁
Google: https://scholar.google.com/citations?user=c2D8cbMAAAAJ&hl=en
ResearchGate:https://www.researchgate.net/profile/Xiaofang-Pan-2
https://www.aminer.cn/profile/560eb10845ce1e59615ae6ca
主要研究方向
1、面向氣體傳感器陣列的人工智能算法研究及其輕量化ASIC實現(xiàn)；
2、MEMS-CMOS氣體傳感SoC芯片設(shè)計，包括MEMS-CMOS異質(zhì)集成技術(shù)與氣體傳感接口電路；
3、氣體傳感器相關(guān)技術(shù)，包括氣敏材料的合成與傳感器器件的微納加工制備。
教育經(jīng)歷
2010-2015，香港科技大學(xué)，電機(jī)及電子工程學(xué)（哲學(xué)博士PhD）
2006-2010，東南大學(xué)，電子科學(xué)與技術(shù)（學(xué)士）
研究工作經(jīng)歷
2015-至今，深圳大學(xué)，電子與信息工程學(xué)院，講師、副教授
2015，香港科技大學(xué)，電子與計算機(jī)工程學(xué)系，副研究員（Research Associate）
所獲榮譽(yù)
2025年，入選斯坦福2024全球前2%頂尖科學(xué)家榜單
2025年，第十八屆全國敏感元件與傳感器學(xué)術(shù)會議暨第十六屆氣濕敏傳感技術(shù)學(xué)會交流會 優(yōu)秀報告獎
2024年，入選斯坦福2023全球前2%頂尖科學(xué)家榜單
2023年，廣東省自然科學(xué)基金-優(yōu)秀青年
2021年，深圳市后備級人才
2018年，IEEE EDSSC最佳學(xué)生論文獎
2017年，南山區(qū)領(lǐng)航人才
2016年，深圳市海外高層次人才“孔雀計劃”C類
2015年, 深圳大學(xué)優(yōu)秀青年教師
近5年主持科研項目
1.國家自然科學(xué)基金項目-面上項目,“多模態(tài)智能增強(qiáng)的痕量氣味現(xiàn)場檢測方法研究”，2026.1-2029.12，50萬，主持；
2.廣汽研究院技術(shù)開發(fā)重點項目,“XXX高效識別技術(shù)研究技術(shù)迭代優(yōu)化及XXX”，2025.05-2025.11，320萬元，主持；
3.廣汽研究院技術(shù)開發(fā)重點項目，“XXX高效識別技術(shù)研究”，2024.1-2024.8，180萬元，主持；
4.深圳市高新投三江電子股份有限公司, “基于微型傳感器陣列的XXXX探測器”, 2023-09 至 2024-04, 100萬元, 主持；
5.廣東省自然科學(xué)基金青年提升項目,“基于納米復(fù)合材料氣體傳感器陣列的早期肺癌篩查神經(jīng)網(wǎng)絡(luò)算法及其多數(shù)據(jù)庫融合研究”, 2023-01 至 2025-12, 30萬元, 主持；
6.教育部港澳與內(nèi)地交流研究項目，“深澳智能傳感器系統(tǒng)交流研究項目”, 2021-01至2021-12, 9.6萬元, 主持；
7.國家重點研發(fā)計劃課題，“三維RRAM器件電路異質(zhì)集成技術(shù)研究”，2023.12-2027.11，326萬元，參與；
8.華為海思技術(shù)開發(fā)重點項目，“高性能XXX研究”，2021.8-2023.12，452.8萬元，參與；
9.深圳市高校穩(wěn)定支持計劃重點項目，“基于類腦神經(jīng)形態(tài)像素單元的可信視覺傳感芯片關(guān)鍵技術(shù)研發(fā)”，2022.12-2025.11，100萬元，參與；
10.深圳大學(xué)國家重點實驗室自主課題, 片上智能溫漂補(bǔ)償?shù)母咝旁隒MOS-MEMS集成流量傳感微系統(tǒng)研究, 2024-07 至 2026-06, 15萬元, 參與。
畢業(yè)生去向
2022屆碩士：溫曉琳（華為）
2023屆碩士：陳潔濱（中興通訊）、林湧祥（比亞迪）
2024屆碩士：李俊燁（峰岹科技，上市公司，股票代碼688279）、黃斯偉（能芯半導(dǎo)體）、韓家恒（廣東省公務(wù)員）
2025屆碩士：王錫磊（華為）、張濤（必易微）
2026屆碩士：楊錦鴻（華為）
代表性論著（*代表通訊作者）
? 書本章節(jié)：
[1]Amine Bermak, Muhammad Hassan, Xiaofang Pan, “Handbook of Biochips: Integrated Circuits and Systems for Biology and Medicine”, Springer New York, New York, 2015, pp.1-20.
? 期刊論文：
[1]Xiaofang Pan, Xiaolin Wen, Jiebin Chen, Jiacheng Hao, Wei Xu, Wenbin Ye, Xiaojin Zhao*,"A Comprehensive Gas Identification and Concentration Measurement Algorithm Featured with Label-Free Drift Compensation and Transfer Calibration Effects Based on Attention Equipped Transformer with Domain Adversarial Network", Sensors and Actuators B: Chemical, 2023, 387: 133709 (中科院1區(qū)top期刊)
[2]Xiaofang Pan, Zhe Zhang, Haien Zhang, Zhihuang Zhang, Wenbin Ye, Yatao Yang, Junxian Ma, Xiaojin Zhao*, “A fast and robust mixture gases identification and concentration detection algorithm based on attention mechanism equipped recurrent neural network with double loss function”, Sensors and Actuators B: Chemical, vol. 342, pp. 129982, 2021. (中科院1區(qū)top期刊)
[3]Jiebin Chen, Xingzuo Song, Junhu Jing, Xilei Wang, Yongxiang Lin, Aihua Zhong, Wei Xu, Wenbin Ye, Xiaojin Zhao, Xiaofang*,“Performance-Enhanced Algorithm for Lung Cancer Screening Using Knowledge Distillation-Assisted Recurrent Neural Networks”，IEEE Transactions on Instrumentation and Measurement. (accepted) (中科院2區(qū)期刊，儀器儀表領(lǐng)域權(quán)威期刊)
[4]Xiaofang PAN, Xiaojin Zhao*, Wei Xu, Zhiyong Fan, Amine Bermak, “Programmable Nanoarchitectonics of Pore Array for Electronic-Nose-Based Early Disease Diagnose”, IEEE Transactions on Electron Devices, 2022, vol. 69, no.8, pp.4514 – 4520 (中科院2區(qū)期刊, 微電子領(lǐng)域經(jīng)典期刊)
[5]Jinyu Huang, Jianwei Li, Zhonglei Zhang, Junda Li, Xiangdong Cao, Jihua Tang, Xuejin Li, Youfu Geng, Jiaqi Wang, Yu Du, Yatao Yang, Xiaofang Pan*,"Bimetal Ag NP and Au NC modified In2O3 for ultra-sensitive detection of ppb-level HCHO", Sensors and Actuators B: Chemical,vol.373,no.132664,2022. (中科院1區(qū)top期刊)
[6]Bo Li, Qiang Liu, Jian Yang, Jiqin Zhong, Mingyi Li, Jinhong Yang, Jinrui Luo, Xiaojin Zhao, Xiaofang Pan, “A human-mimicking intelligent olfactory system with gradient boosting regression model for precise odor evaluation in vehicles,” Sensors and Actuators A: Physical, Vol.394, 116978, 2025.
[7]Yongxiang Lin, Junhu Jing, Xilei Wang, Aihua Zhong, Wenbin Ye, Wei Xu, Xiaojin Zhao, Xiaofang Pan*, "A Fast, Non-invasive Auxiliary Screening Algorithm for Lung Cancer Based on Electronic Nose System", Sensors and Actuators: A. Physical. Vol. 389, 116490, 2025.
[8]Sufaid Shah, Muhammad Sajid, Mobashar Hassan, Zeeshan Muhammad, Xiaojin Zhao, Shahid Hussain, Matin Ashurov, Osama Gohar, Xiaofang Pan*, “High-performance and humidity-resistant NO2 gas sensors using ZnO/SnO2 Nano-heterostructures: Experimental and DFT study”, Microchemical Journal, Vol. 221, 116974, 2026. (中科院2區(qū))
[9]Sufaid Shah, Shahid Hussain, Salah Ud Din, Talib K Ibrahim, Xiaojin Zhao, Rajesh Kumar Manavalan, Xiaofang Pan*, Guiwu Liu, Guanjun Qiao*, “H2S Gas Sensors Based on NiO@ SnO2 Heterojunction with SnO2 Nanoparticles Decorated MOF Derived NiO Hollowspheres”, Journal of Environmental Chemical Engineering, Vol. 13, no.5, 118997, 2025. (中科院2區(qū))
[10]Jinyu Huang, Zichao Ma, Junda Li, Zhonglei Zhang, Jihua Tang, Xiangdong Cao, Wei Xu, Xiaojin Zhao, Yatao Yang, Xiaofang Pan*,"Au nanocage/In2O3 nanoparticle-based hybrid structures for formaldehyde sensors",ACS Applied Nano Materials,vol.6,no.9, pp.7855-7863, 2023. (中科院2區(qū))
[11]Shahid Mehmood, Xiaojin Zhao, Muhmmad Fahad Bhopal, Faheem Ullah Khan, Yatao Yang, Guoping Wang, Xiaofang Pan*, “MoO2-Ni-graphene Ternary Nanocomposite for a High- Performance Room-Temperature Ethanol Gas Sensor”, Applied Surface Science, vol. 554, pp. 149595, 2021. (當(dāng)年中科院1區(qū)top期刊)
[12]Shahid Mehmood, Faheem Ullah Khan, Muhmmad Naeem Shah, Junxian Ma, Yatao Yang, Guijun Li, Wei Xu, Xiaojin Zhao, Wei He, Xiaofang Pan*, "A novel room-temperature formaldehyde gas sensor based on walnut-like WO3 modification on Ni–graphene composites", Frontiers in Chemistry, vol.10, no.971859, 2022.
[13]Muhammad Naeem Shah, Srinivasa Rao Pathipati, Shahid Mehmood, Faheem Ullah Kahn, Muhammad Sohail, Bakhtar Ullah, Yatao Yang*, Xiaofang Pan*, “Stable Cobalt Porphyirn Ometed Type Small Molecule Sensor for the Sensitive and Selective Detection of Ammonia Gas at Room Temperature”, Advanced Materials Technologies, vol. 6, 2021.
[14]Faheem Ullah Khan, Shahid Mehmood, Shiliang Liu, Wei Xu, Muhammad Naeem Shah, Xiaojin Zhao, Junxian Ma, Yatao Yang*, Xiaofang Pan*, “A p-n Heterojunction Based Pd/PdO@ZnO Organic Frameworks for High-Sensitivity Room-Temperature Formaldehyde Gas Sensor”, Frontiers in Chemistry, vol. 9, pp. 742488, 2021.
[15]Faheem Ullah Khan, Zia Ul Haq Khan, Junxian Ma, Arif Ullah Khan, Muhammad Sohail, Yongmei Chen, Yatao Yang*, Xiaofang Pan*, “An Astragalus membranaceus based eco-friendly biomimetic synthesis approach of ZnO nanoflowers with an excellent antibacterial, antioxidant and electrochemical sensing effect”, Materials Science and Engineering: C, vol. 118, pp. 111432, 2021.
[16]Srinivasa Rao Pathipati, Muhammad Naeem Shah, Xiaofang Pan*, “Interfacial engineering and down-conversion of ultraviolet light for efficient perovskite solar cells”, Solar Energy, vol. 197, pp. 363-370, 2020.
[17]Muhammad Naeem Shah, Muhammad Fahim Shah, Junxian Ma, Muhammad Ijaz Shah, Yatao Yang*, Xiaofang Pan*, “Synthesis of small molecule dye additive for efficient and DIO-free ternary organic solar cells”, Journal of Materials Science, vol. 56, pp. 2528-2538, 2021.
[18]Muhammad Naeem Shah, Yatao Yang, Muhammad Sohail, Srinivasa Rao Pathipati*, Xiaofang Pan*, “Low-Bandgap DPP-Based Quinoxaline with Extended EQE and Low Energy Loss for Efficient Polymer Solar Cells”, Journal of Electronic Materials, vol. 50, pp. 4488-4496, 2021.
[19]Xiaofang Pan, Haien Zhang, Wenbin Ye, Amine Bermak, Xiaojin Zhao, "A Fast and Robust Gas Recognition Algorithm Based on Hybrid Convolutional and Recurrent Neural Network", IEEE Access, vol. 7, pp. 100954-100963, 2019.（引用47次）
[20]Xiaojin Zhao, Zhihuang Wen, Xiaofang Pan*, Wenbin Ye, Amine Bermak, "Mixture Gases Classification Based on Multi-Label One-Dimensional Deep Convolutional Neural Network", IEEE Access, vol. 7, pp. 12630-12637, 2019.（引用90次）
[21]Xiaofang Pan, Xiaojin ZHao, Amine Bermak, Zhiyong Fan, “A Humidity-Insensitive NO2 Gas Sensor With High Selectivity”, IEEE Electron Device Letters, vol. 37, no. 1, pp. 92-95, 2016. .(中科院2區(qū)期刊)
[22]Xiaofang Pan, Xiaojin Zhao*, Jiaqi Chen, Amine Bermak, Zhiyong Fan*, “A fast-response/recovery ZnO hierarchical nanostructure based gas sensor with ultra-high room-temperature output response”, Sensors and Actuators B: Chemical, vol. 206, pp. 764-771, 2015. .(中科院1區(qū)top期刊，引用100次)
[23]Xiaofang Pan, Xi Liu, Amine Bermak, Zhiyong Fan, “Self-Gating Effect Induced Large Performance Improvement of ZnO Nanocomb Gas Sensors”, ACS Nano, vol. 7, no. 10, pp. 9318-9324, 2013. (中科院1區(qū)top期刊)
[24]Bo Li, Qiang Liu, Jian Yang, Jiqin Zhong, Mingyi Li, Xilei Wang, Ning Wang, Jinrui Luo, Jinhong Yang, Xiaojin Zhao, Xiaofang Pan, “An Anthropomimetic Olfactory System for the Digitalization of In-Vehicle Air Quality,” IEEE Sensors Letters, vol. 9, no. 8, 6008604, 2025.
[25]Longhui Dai, Huimin Yu, Yunkai Wang, Xuyang Zhang, Fang Xu, Xiaofang Pan, Jing-Ting Luo, Aihua Zhong, “Ti3C2Tx MXene Composite with Much Improved Stability for Superior Humidity Sensors,”Langmuir, Vol. 41, no. 2, pp. 1368-1376, 2025. (中科院2區(qū)期刊)
[26]Yaoli Guo, Zhiheng Ma, Yanlin Li, Xiaofang Pan, Yan Yan, Aihua Zhong, Dingguan Wang, Guanglong Ding, Shuangmei Xue, “QCM Sensor Based on Ferrocene-Containing COF for Ammonia Detection”, IEEE Transactions on Electron Devices,Vol. 72, no. 12, pp. 6998-7003, 2025. (中科院3區(qū)期刊, 微電子經(jīng)典期刊)
[27]Wei Xu, Linze Hong, Xiaofang Pan，"Monolithically Integrated Bidirectional Flow Sensor and Stacked Temperature/Humidity Sensor Based on CMOS-Compatible MEMS Technology", IEEE Transactions on Instrumentation and Measurement, vol.73,no.1-9,2024. (中科院2區(qū)top期刊)
[28]Sajid Rauf, Zuhra Tayyab, Faisal Faiz, Nasir Ali, Yibin Tian, Likuan Zhu, Yunzhi Hua, Muhammad Bilal Hanif, Muhammad Imran, Saravanan Pandiaraj, Xiaofang Pan, Yatao Yang, Wei Xu*,"Construction of a heterostructure composite of Fe-doped CeO 2 with buckypaper: Integration as an electrochemical aptasensing platform for Ochratoxin A detection", IEEE Sensors Journal,vol.2024. (中科院2區(qū))
[29]Mengmeng Sun, Peiyi Li, Haiyang Qin, Na Liu, Hude Ma, Zhilin Zhang, Junye Li, Baoyang Lu, Xiaofang Pan, Lidong Wu*,"Liquid metal/CNTs hydrogel-based transparent strain sensor for wireless health monitoring of aquatic animals",Chemical Engineering Journal,vol.454,no.140459,2023. (中科院1區(qū)top期刊)
[30]Hude Ma, Haiyang Qin, Xiao Xiao, Na Liu, Shaolei Wang, Junye Li, Sophia Shen, Shuqi Dai, Mengmeng Sun, Peiyi Li, Xiaofang Pan, Mingjun Huang, Baoyang Lu, Jun Chen, Lidong Wu*,"Robust hydrogel sensors for unsupervised learning enabled sign‐to‐verbal translation",InfoMat,vol.5,no.7,pp.e12419,2023. (中科院1區(qū)top期刊)
[31]Zhilong Song, Wenhao Ye, Zhuo Chen, Zhesi Chen, Mutian Li, Wenying Tang, Chen Wang, zhu’an Wang, Swapnadeep Poddar, Xiaolin Wen, Xiaofang Pan, Yuanjing Lin, Qingfeng Zhou, Zhiyong Fan*, “Wireless Self-Powered High-Performance Integrated Nanostructured-Gas-Sensor Network for Future Smart Homes”, ACS nano, vol. 15, no. 4, pp. 7659-7667, 2021（中科院1區(qū)top期刊）
[32]Wei Xu, Xiaoyi Wang*, Xiaofang Pan, Amine Bermak, Yi-kuen Lee, Yatao Yang, “A Wafer-Level Packaged CMOS MEMS Pirani Vacuum Gauge”, IEEE Transactions on Electron Devices, vol. 68, no. 10, pp. 5155-5161, 2021. (中科院2區(qū))
[33]Guiqin Yang, Meng Zhang, Decheng Dong, Xiaofang Pan, Ye Zhou, Su-Ting Han, Zongxiang Xu, Wanlin Wang*, Yan Yan*, “TiO2 Based Sensor with Butterfly Wing Configurations for Fast Acetone Detection at Room Temperature”, Journal of Materials Chemistry C, vol. 7, 2019.
[34]Jiaqi Chen, Zhuo Chen, Farid Boussaid, Daquan Zhang, Xiaofang Pan, Huijuan Zhao, Amine Bermak, Chi-Ying Tsui, Xinran Wang, Zhiyong Fan*, “Ultra-low-power smart electronic nose system based on three-dimensional tin oxide nanotube arrays”, ACS Nano, vol. 12, no. 6, pp. 6079-6088, 2018. (中科院1區(qū)top期刊)
[35]Pai Peng, Xiaojin Zhao, Xiaofang Pan, Wenbin Ye*, “Gas Classification Using Deep Convolutional Neural Networks”, Sensors, vol. 18, no. 1, pp. 157, 2018.（引用240次）
[36]Jiaqi Chen, Xiaofang Pan, Farid Boussaid, Allan Mckinley, Zhiyong Fan, Amine Bermak, "Breath Level Acetone Discrimination Through Temperature Modulation of a Hierarchical ZnO Gas Sensor", IEEE Sensors Letters, vol. 1, no. 5, pp. 1-4, 2017.
? 會議論文：
[1]Junye Li, Siwei Huang, Jiaheng Han, Lidong Wu, Xiaojin Zhao, Wei Xu, Xiaofang Pan*,"An Intelligent General-Purpose Circuit and System for Broad Sensor Array-Based Applications",2024 Conference of Science and Technology for Integrated Circuits (CSTIC), Shanghai, China, vol.1-4, 2024.
[2]Yongxiang Lin, Shiliang Liu, Jiebin Chen, Yanzhao Yang, Xiaofang Pan*,"Multi-task Simpleformer Model Based Lung Cancer Biomarker Toluene Detection Algorithm",International Conference on Internet of Things, Communication and Intelligent Technology, Changsha, China,vol.547-552, 2022.
[3]Faheem Ullah Khan, Shahid Mehmood, Xiaojin Zhao, Yatao Yang, Xiaofang Pan*, “Ultra-Sensitive Bimetallic Alloy Loaded with Porous Architecture MOF for Ammonia Detection at Room Temperature”, 2021 IEEE International Symposium on Circuits and Systems (ISCAS), Daegu, South Korea, 2021, pp. 1-5
[4]Zhipeng Kang, Huayu Hu, Xiaojin Zhao, Xiaofang Pan*, “Tube Length Effect of Anodized Aluminum Oxide Template Based Gas Sensor”, 2019 China Semiconductor Technology International Conference (CSTIC), Shanghai, China, 2019, pp. 1-4.
[5]Haien Zhang, Wenbin Ye, Xiaojin Zhao, Robert K.F. Tang, Xiaofang Pan*, “A novel convolutional recurrent neural network based algorithm for fast gas recognition in electronic nose system”, 2018 IEEE International Conference on Electron Devices and Solid State Circuits (EDSSC), Shenzhen, China, 2018, pp. 1-2.
[6]Zhihuang Wen, Wenbin Ye, Xiaojin Zhao, Xiaofang Pan*, “A novel 1D deep convolutional neural network based algorithm for mixture gases recognition”, 2018 IEEE 61st International Midwest Symposium on Circuits and Systems (MWSCAS), Windsor, Canada, 2018
[7]Huayu Hu, Zhipeng Kang, Xiaojin Zhao, Xiaofang Pan,* “Tube Length Effect of Anodized Aluminum Oxide Template Based Gas Sensor”, 2016 IEEE International Conference on Electron Devices and Solid-State Circuits (EDSSC), Hong Kong, China, 2016, pp. 330-333.
[8]Kun Wang, Wenbin Ye, Xiaojin Zhao, Xiaofang Pan*, “A support vector machine-based genetic algorithmmethod for gas classification”, IEEE 2017 2nd International Conference on Frontiers of Sensors Technologies (ICFST), Shenzhen, China, 2017
[9]Jiaqi Chen, Xiaofang Pan, Farid Boussaid, Amine Bermak, Zhiyong Fan, "A hierarchical ZnO nanostructure gas sensor for human breath-level acetone detection", 2016 IEEE International Symposium on Circuits and Systems (ISCAS), Montreal, QC, Canada, 2016, pp. 1866-1869.
[10]Xiaofang Pan, Xiaojin Zhao, Amine Bermak, Zhiyong Fan, "Fabrication of a low power CMOS-compatible ZnO nanocomb-based gas sensor”, 2012 IEEE International Symposium on Circuits and Systems (ISCAS), Seoul, South Korea, 2012, pp. 3270-3273.
?專利：
[1]王錫磊;賀威;張濤;葉文彬;趙曉錦;潘曉芳; 基于氣體傳感器陣列和FPGA的呼氣數(shù)據(jù)分析方法及系統(tǒng), 2025-10-24, ZL 2025 1 0141431.8(授權(quán)發(fā)明專利)
[2]張濤，葉文彬，潘曉芳，趙曉錦，王錫磊，一種事件驅(qū)動型模數(shù)轉(zhuǎn)換器， 2026-01-06, ZL 2025 1 0057055.4(授權(quán)發(fā)明專利)
[3]潘曉芳; 林湧祥; 井軍虎; 楊亞濤; 基于氣體檢測的模式識別方法、裝置、設(shè)備及存儲介質(zhì), 2023-08-18, 中國, ZL 2023 1 0206606.X (授權(quán)發(fā)明專利)
[4]劉時亮; 潘曉芳; 張哲; 趙曉錦 ; 一種氣體檢測方法、裝置、計算機(jī)設(shè)備及存儲介質(zhì), 2023-6-20,中國, ZL 2021 1 1119011.8 (授權(quán)發(fā)明專利)
[5]潘曉芳; 張哲; 張海恩; 溫志煌; 葉文彬; 一種混合氣體種類與濃度識別方法、裝置及存儲介質(zhì), 2020-11-19, 中國, ZL 2020 1 1307743.5 (授權(quán)發(fā)明專利)
[6]潘曉芳; 葉文彬; 王坤; 張海恩; 一種基于頻域特征提取的快速氣體識別算法, 2017-3-30, 中國, ZL 2017 1 0203312.6 (授權(quán)發(fā)明專利)
[7]潘曉芳; 趙曉錦; 邱長勇; 基于氣體傳感器的真隨機(jī)數(shù)發(fā)生器及真隨機(jī)數(shù)生成裝置, 2016-6-17, 中國, ZL 2016 2 0601031.7 (授權(quán)專利)
[8]趙曉錦; 潘曉芳; 邱長勇; 一種可縮短恢復(fù)等待時間的電子鼻系統(tǒng), 2015-12-28, 中國, ZL 2015 2 1103014.2 (授權(quán)專利)
合作意向
歡迎對于嗅覺芯片研究方向有興趣的碩士、博士、研究助理及老師將簡歷發(fā)送至eexpan@szu.edu.cn
