萬欽德副教授

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萬欽德副教授

萬欽德副教授

faculty

最高學歷：

美國賓州州立大學電機博士

TEL：

(07)6011000 Ext:32027 研究室：F415

E-mail：

cdwann@nkust.edu.tw

專長：

5G/B5G行動通訊網路、資料融合、多重接取邊緣運算、無線定位與目標追蹤、訊號偵測與估測

解惑時間：

星期四( 13:00 – 17:00 )

Chin-Der Wann

實驗室網頁：

https://ccee.nkust.edu.tw/p/412-1054-7503.php?Lang=zh-tw


學歷：國立成功大學電機工程學士美國密蘇里大學電機與計算機工程碩士(哥倫比亞分校) 美國賓州州立大學電機工程博士	經歷：國立高雄科技大學電通系第1任系主任成功大學電機工程學系專任助教新加坡國立大學無線通訊中心研究員(MTS) 工研院電通所工程師長庚大學電機工程學系助理教授中山大學電機工程學系助理教授

研究計畫：基於混合學習之磨課師輔助實體教學以提升學習成效之研究，教學實踐計畫，112.08.01 ~ 113.07.31，教育部，計畫主持人行動通訊專業核心課程改進及推廣計畫，112.02.01 ~ 114.01.31，教育部，協同主持人教育部「5G行動寬頻跨校教學聯盟第3期計畫」課程發展計畫，110.04.01 ~ 112.03.31，教育部，「5G邊緣計算」數位課程發展暨分項計畫主持人基於行動邊緣計算之擴增實境(AR)應用與實現（學生：王育琪），110.07.01 ~ 111.02.28，科技部大專學生研究計畫，指導教授教育部「109年度智慧聯網技術課程推廣計畫」，109.08.01 ~ 110.06.30，教育部，計畫主持人教育部「5G行動寬頻跨校教學聯盟第2期計畫」課程發展計畫，109.04.01 ~ 110.03.31，教育部，「行動邊緣計算」課程發展暨分項計畫主持人教育部「5G行動寬頻跨校教學聯盟第1期計畫」課程發展計畫，107.10.01 ~ 109.03.31，教育部，「EPC核心網路系統設計」磨課師課程發展主持人小細胞基地台網路之定位追蹤演算法設計，107.08.01 ~ 108.07.31，科技部，計畫主持人教育部107年度資通訊軟體創新人才推升推廣計畫，107.02.01 ~ 108.01.31，教育部，計畫主持人機械手臂與影像處理整合：擬人化繪圖（學生：高志豪），106.07.01 ~ 107.02.28，科技部大專學生研究計畫，指導教授教育部「行動寬頻尖端技術人才培育計畫」跨校教學聯盟第三期，行動寬頻與應用-小細胞基站聯盟中心計畫，106.02.01 ~ 107.02.28，教育部，「雲端無線接取網路與應用」課程規劃暨分項計畫主持人教育部「行動寬頻尖端技術人才培育計畫」跨校教學聯盟第二期，行動寬頻與應用-小細胞基站聯盟中心計畫，105.04.01 ~ 106.01.31，教育部，「EPC核心網路系統設計」課程規劃暨分項計畫主持人基於交互多模演算之移動目標合作式估測架構設計與分析，102.08.01~103.07.31，國科會，主持人幾何方法設計基於群組基地台定位之行動目標追蹤與效能分析，101.08.01~102.07.31 利用移動式基地台之行動定位系統設計與分析, 98.8.1~99.7.31, 國科會, 計畫主持人基於資訊濾波器資料融合架構之超寬頻定位追蹤感測系統, 95.8.1~96.7.31, 國科會, 計畫主持人無線感測器網路分散式偵測與估測定位系統之研究, 94.8.1~95.7.31, 國科會, 計畫主持人超寬頻訊號特性研析與室內定位精準度之提昇, 93.8.1~94.7.31, 國科會, 計畫主持人脈衝無線電應用於室內定位之特性研析與定位演算法設計, 92.8.1~93.7.31, 國科會, 計畫主持人高精度追蹤雷達系統模擬設計與研析, 90.10.1~91.12.31, 中山科學研究院, 計畫主持人資料融合於多基地台無線定位系統之研究, 90.8.1~91.7.31, 國科會, 計畫主持人九十年度教育部通訊科技教育改進計畫, 教育部, 90.1.1~90.12.31, 計畫協同主持人

期刊論文： C.-D. Wann, C.-S. Hsueh,“Non-line of Sight Error Mitigation in Ultra-wideband Ranging Systems Using Biased Kalman Filtering, ” The Journal of Signal Processing Systems, Vol. 64 No. 3(SCI), 2011, pp.389~400 C.-D. Wann and J.-H. Gao, “Orientation Estimation for Sensor Motion Tracking using Interacting Multiple Model Filter,” IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences, Vol.E93-A, No.8, pp. 1565—1568, Aug. 2010. (SCIE, EI) C.-D. Wann and H.-Y. Lin, “Hybrid TOA/AOA Estimation Error Test and Non-line of Sight Identification in Wireless Location,” Wireless Communications and Mobile Computing (Wiley InterScience), Vol. 9, No. 6, pp. 859—873, June 2009. (SCIE, EI) 萬欽德, “資料融合於多基地台無線定位系統之研究,” 工程科技通訊, Vol. 71, pp. 194—196, Dec. 2003 C.-D. Wann and S.C.A. Thomopoulos, “Applications of Self-Organizing Neural Networks to Multi-Radar Data Fusion,” Optical Engineering, Vol. 36, No. 3, pp. 799—813, March, 1997. (SCIE, EI) C.-D. Wann and S.C.A. Thomopoulos, “A Comparative Study of Self-Organizing Clustering Algorithms Dignet and ART2,” Neural Networks, Vol. 10, No. 4, pp. 737—753, June, 1997. (SCIE, EI) S.C.A. Thomopoulos, D. K. Bougoulias and C.-D. Wann, “DIGNET: an unsupervised learning algorithm for clustering and data fusion,” IEEE Transactions on Aerospace and Electronic Systems, Vol. AES-31, No. 1, pp. 21—38, January, 1995. (SCIE, EI) C.-S. Lin and C.-D. Wann, “A parallel processing model for robot path planning on grid terrains,” International Journal of Robotics & Automation, Vol. 6, No. 1, pp. 1—11, 1991. (SCIE, EI) 研討會論文： Chin-Der Wann and Tsu-Hsiang Ni, “Target Positioning based on GDOP in Small-Cell Mobile Networks,” International Research Symposium on Engineering and Technology, Okinawa, Japan, 2019.07 Chin-Der Wann and Zong-Yi Chang, “Anemometer Signal Processing based on Kalman Filtering for Hazard Warning,” 2019 IEEE International Conference on Consumer Electronics (IEEE 2019 ICCE-TW), Jiaosi, Taiwan, 2019.05 Chin-Der Wann and Tsu-Hsiang Ni, “Target Tracking in Small-Cell Mobile Networks,” 2019 IEEE International Conference on Consumer Electronics (IEEE 2019 ICCE-TW), Jiaosi, Taiwan, 2019.05 Bo-Yue Zeng, Wen-Yi Wen, Zhi-Hai Gao, Chin-Der Wann，Imitation of Human Hand Drawing: Integration of Robot Arm and Machine Vision，The 12th International Student Conference on Advanced Science and Technology (ICAST'2017)，2017.11 Tsu-Hsiang Ni, Chin-Der Wann, Ying-Lin Guo，Target Positioning and Tracking in Small-Cell Mobile Communications Networks，The 12th International Student Conference on Advanced Science and Technology (ICAST'2017)，2017.11 Zong-Yi Chang, Chin-Der Wann, Bo-Shun Yang, Hao-Shiang Chang，Estimation on Wind Speed and Status Assessment Using Kalman Filtering，The 12th International Student Conference on Advanced Science and Technology (ICAST'2017)，2017.11 梁政源, 萬欽德，權重式多模演算法於移動目標追蹤之效能比較，2017年第一科大電機資訊學院師生研發成果研討會，2017.06 Chien-Chih Su, Chin-Der Wann，基於卡爾曼濾波器之捷運風速儀訊號處理，2016年第一科大電機資訊學院師生研發成果研討會，2016.06 Chin-Der Wann, Hao-Yen Chang，使用權重式多模演算法進行移動目標追蹤，2015年第一科大電機資訊學院師生研發成果研討會，2015.05 Chin-Der Wann, Chih-Hao Yu，多感測器環境中使用交互式多模演算法之目標定位與追蹤，2015年第一科大電機資訊學院師生研發成果研討會，2015.05 Chin-Der Wann, Jin-Sian Kang，利用交互式多模演算法之移動目標追蹤與狀態估測，2014年第一科大電機資訊學院師生研發成果研討會，2014.05 Chin-Der Wann and Jia-Yu Shiu，利用雙交互多模組系統之移動目標追蹤與資料融合，2014 IEEE Ninth International Conference on Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP)，2014.04 Chin-Der Wann and Chih-Ying Lee，群組化無線感測網路之分散式定位與追蹤，2013 The 12th International Conference on Wireless Networks (ICWN'13)，2013.07 Chin-Der Wann, Wen-Tsung Chung，基於擴展式卡爾曼濾波器之移動感測裝置同步定位與建圖，2013年第一科大電機資訊學院師生研發成果研討會，2013.05 Chin-Der Wann，Mobile Sensing Systems Based on Improved GDOP for Target Localization and Tracking，2012 IEEE Sensors Conference，2012.10 Chin-Der Wann，Multi-target Tracking Using Cost Function-based Particle Filtering，2012年第一科大電機資訊學院師生研發成果研討會，2012.05 Chin-Der Wann，Localization and Target Tracking with Assistance of Mobile Sensing Stations，2011年第一科大電機資訊學院師生研發成果研討會，2011.05 C.-D. Wann and C.-W. Chen, “Distributed Information Filtering for Wireless Positioning in Correlated Measurement Noises,” The 2010 International Conference on Wireless Networks, WORLDCOMP'10, Las Vegas, Nevada, USA, pp. 439—445, July, 2010 C.-D. Wann and J.-H. Gao, “Sensor Motion Tracking by IMM-Based Extended Kalman Filters,” IEEE Fourth International Conference on Innovative Computing, Information and Control, Kaohsiung, Taiwan, pp. 1—4, Dec. 2009 Y.-T. Yen, C.-D. Wann and Y.-S. Huang, “Mobile Base Station for Performance Improvement in Wireless Positioning Systems,” 2009 National Symposium of Telecommunications, Kaohsiung, Taiwan, pp. 1329—1333, Dec. 2009. (入圍最佳學生論文獎決賽) 江興國, 萬欽德, “利用交互式多模演算法抑制非視線誤差之無線定位,” 2009 National Symposium of Telecommunications, Kaohsiung, Taiwan, pp. 1351, Dec. 2009. C.-D. Wann, S.-H. Tsai, Y.-T. Lin and J.-H. Huang, “Decentralized Mobile Target Tracking and Data Fusion with Improved Particle Filters,” 2009 CACS International Automatic Control Conference, Taipei, Taiwan, Paper no. 00255, Nov. 2009. 劉庭瑋, 王天利, 萬欽德, “卡爾曼濾波器於動態感測器實測訊號之平滑處理,” UHC2009 The Conference on Ubiquitous Home, Tainan, Taiwan, pp. 80-84, Nov. 2009 J.-H. Gao and C.-D. Wann, “IMM-based Kalman Filters for Sensing Motion Tracking,” 2009 Electronic Technology Symposium, Kaohsiung, Taiwan, Jun. 2009. C.-D. Wann and S.-C. Wang, “Cost Function-Based Particle Filters and Data Association for Wireless Multiple Mobile Positioning,” 2008 National Symposium of Telecommunications, Huwei, Yunlin, Taiwan, pp. 1384, Dec. 2008. C.-D. Wann and T.-Y. Chen, “Recursive Line-of-Sight Hypothesis Test for Wireless Localization,” The Fourth Workshop on Wireless Ad Hoc and Sensor Networks, Tainan, Taiwan, pp. 361-366, Sep. 2008. (BEST PAPER AWARD 最佳論文獎) C.-D. Wann and C.-H. Kao, “Estimation of Signal Arrival Time using Modified GML Algorithm and 2-D Simulated Annealing,” 2008 Cross Strait Tri-Regional Radio Science & Wireless Technology Conference, Taipei, Taiwan, pp. 157-162, Aug. 2008. (最佳學生論文獎第二名) C.-D. Wann and C.-H. Lin, “利用 LS-SVM 抑制 NLOS 誤差之超寬頻 TOA 無線定位,” 2008 National Symposium on System Science and Engineering (NSSSE'08), Yi-Lan, Taiwan, paper P0113, Jun. 2008 C.-D. Wann and H.-Y. Lin, “Hybrid TOA/AOA Residual Test and Non-Line of Sight Identification in Wireless Location,” 2007 National Symposium of Telecommunications, pp. 1054, Nov. 2007. C.-D. Wann and C.-S. Hsueh, “NLOS Mitigation with Biased Kalman Filters for Range Estimation in UWB Systems,” 2007 IEEE Region Ten Conference (IEEE TENCON 2007), Taipei, Taiwan, pp. ThCM-O5.4, Nov. 2007. C.-D. Wann and L.-K. Chang, “Modified GML Algorithm with Simulated Annealing for Estimation of Signal Arrival Time,” 2007 IEEE Region Ten Conference (IEEE TENCON 2007), Taipei, Taiwan, pp. WeSP-O3.5, Oct. 2007. C.-D. Wann and H.-C. Chin, “Hybrid TOA/RSSI Wireless Location with Unconstrained Nonlinear Optimization for Indoor UWB Channels,” 2007 IEEE Wireless Communications and Networking Conference (WCNC'2007), Hong Kong, Mar. 2007. W.-C. Ou and C.-D. Wann, “Closed-Form Least-Squares TDOA Location Techniques in Indoor Multi-Sensor Environments,” 2006 National Symposium of Telecommunications, Kaohsiung, Taiwan, Dec. 2006. C.-D. Wann and S.-W. Yang, “Modified GML Algorithm for Estimation of Signal Arrival Time in UWB Systems,” IEEE GLOBECOMM 2006, San Francisco, California, USA, Nov. 2006. C.-D. Wann, Y.-J. Yeh and C.-S. Hsueh, “Hybrid TDOA/AOA Indoor Positioning and Tracking Using Extended Kalman Filters,” The 63rd IEEE Vehicular Technology Conference, VTC2006-Spring, Melbourne, Australia, May 2006. (ranked in the top 20 papers) C.-D. Wann and Y.-J. Yeh, “A Hybrid TDOA/AOA Positioning Technique for Indoor UWB Systems,” The 2005 International Symposium on Communications (ISCOM'2005), Kaohsiung, Taiwan, Nov. 2005. C.-D. Wann, W.-T. Liu and C.-S. Hsueh, “Range Difference Estimation for UWB Channels with NLOS Propagation Errors,” The 2005 International Symposium on Communications (ISCOM'2005), Kaohsiung, Taiwan, Nov. 2005. C.-D. Wann and W.-T. Liu, “Positioning and Tracking with NLOS Mitigation Using Extended Kalman Filter in UWB Systems,” The 2005 International Conference on Pervasive Systems and Computing, Las Vegas, Nevada, USA, Jun. 2005. 萬欽德, 賴偉勝, 李宗晟, “機率資料相關(PDA)多用戶偵測器於跳時脈衝無線電系統之多重進接干擾改善,” 2004 National Symposium on Telecommunications, Keelung, Taiwan, Dec. 2004. C.-D. Wann and S.-H. Hsu, “Estimation and Analysis of Signal Arrival Time for UWB Systems,” IEEE 60th Vehicular Technology Conference, VTC2004-Fall, Los Angeles, California, USA, Sep. 2004. 萬欽德, 王彥倫, “改良型選擇性耙式接收機於超寬頻通道之效能分析,” 2004 Conference on Electronic Communication and Applications (CECA 2004), Kaohsiung, Taiwan, May 2004. C.-D. Wann and M.-H. Lin, “Location Estimation with Data Fusion for Wireless Location Systems,” IEEE International Conference on Networking, Sensing and Control (ICNSC 2004), Taipei, Taiwan, pp. 327—332, Mar. 2004. C.-D. Wann and M.-H. Lin, “Data Fusion Methods for Accuracy Improvement in Wireless Location Systems,” 2004 IEEE Wireless Communications and Networking Conference (WCNC 2004), Atlanta, Georgia, USA, Mar. 2004. C. H. Liao, C.-D. Wann and W.-J. Huang, “Adaptive Frequency Offset Tracking for ICI Cancellation in Generalized Signal Mapper OFDM Systems,” 2003 International Symposium on Communications (ISCOM 2003), Tao-Yuan, Taiwan, Dec. 2003. C.-D. Wann and M.-H. Lin, “Location Estimation with Fuzzy Logic-based Data Fusion for Wireless Location Systems,” 2003 International Conference on Informatics, Cybernetics, and Systems (ICICS 2003), Kaohsiung, Taiwan, pp. 688—693, Dec. 2003. C.-D. Wann, Y.-M. Chen and M.-S. Lee, “Mobile Location Tracking with NLOS Error Mitigation,” IEEE Global Telecommunications Conference 2002 (Globecom 2002), Taipei, Taiwan, Nov. 2002. C.-D. Wann and Y.-M. Chen, “Position Tracking and Velocity Estimation for Mobile Positioning Systems,” The Fifth International Symposium on Wireless Personal Multimedia Communications (WPMC’02), Honolulu, Hawaii, pp. 310—314, Oct. 2002. C.-D. Wann and Y.-M. Chen, “Mobile Location Tracking with Velocity Estimation,” The IEEE 5th International Conference on Intelligent Transportation Systems, Singapore, pp. 566—571, Sep. 2002. 李明勳, 萬欽德, “無線定位系統的TOA幾何估測,” 2001年海峽兩岸三地無線科技研討會, Changhua, Taiwan, November 2001. 萬欽德, 李明勳, 張廷維, “多基地台無線定位系統,” 2001 Applied Engineering and Technology Symposium of Formosa Plastics Group (AETSFPG 2001), Tao-Yuan, Taiwan, July 2001. 萬欽德, 陳一銘, “移動目標之方位量測與追蹤,” 2001 Applied Engineering and Technology Symposium of Formosa Plastics Group (AETSFPG 2001), Tao-Yuan, Taiwan, July 2001, July 2001. C.-D. Wann and S.C.A. Thomopoulos, “Adaptive Signal Clustering Using Self-Organizing Neural Networks,” 1996 IEEE Singapore International Conference on Communication Systems/IEEE International Workshop on Intelligent Signal Processing and Communication Systems (IEEE ICCS/ISPACS'96), Singapore, pp. 451—455, November, 1996. C.-D. Wann and S.C.A. Thomopoulos, “Signal Clustering Using Self-Organizing Neural Networks with Adaptive Thresholds,” The 7th International Conference on Signal Processing Applications and Technology (ICSPAT'96), Boston, Massachusetts, pp. 1387—1391, October, 1996. F.P.S. Chin and C.-D. Wann, “Simple Nullformer for Adaptive Interference Tracking and Cancellation in Broadband Applications Using Linear Antenna Array,” The 7th International Conference on Signal Processing Applications and Technology (ICSPAT'96), Boston, Massachusetts, pp. 58—62, October, 1996. C.-D. Wann and S.C.A. Thomopoulos, “Unsupervised learning neural networks with applications to data fusion,” 1994 American Control Conference (1994 ACC), Baltimore, Maryland, June, 1994. C.-D. Wann and S.C.A. Thomopoulos, “Comparative study of unsupervised learning neural networks in data clustering and signal detection,” 1993 International Symposium on Artificial Neural Networks (ISANN'93), pp. D.28—37, Hsinchu, Taiwan, December, 1993. S.C.A. Thomopoulos and C.-D. Wann, “Clustering with unsupervised neural networks with applications to data fusion,” in Sensor Fusion and System Integration, SPIE, v.2093, pp. 621—632, International Symposium on Substance Identification Technologies, Austria, October 1993. C.-D. Wann and S.C.A. Thomopoulos, “Comparative study of self-organizing neural network models,” 1993 World Congress on Neural Networks, pp. II: 549—552, Portland, Oregon, July 1993. C.-D. Wann and S.C.A. Thomopoulos, “Clustering with self-organizing neural networks,” 1993 World Congress on Neural Networks, pp. II: 545—548, Portland, Oregon, July 1993. C.-D. Wann and S.C.A. Thomopoulos, “Comparative study of self-organizing neural networks,” New Trends in Neural Computation, International Workshop on Artificial Neural Networks, IWANN'93, pp. 316—321, Sitges, Spain, June 1993. C.-D. Wann and S.C.A. Thomopoulos, “Comparative study of self-organizing neural networks in signal detection and classification,” The First IEEE Conference on Aerospace Control Systems, pp. 539—543, Westlake Village, CA, May 1993. C.-D. Wann and S.C.A. Thomopoulos, “Clustering with unsupervised learning neural networks: a comparative study,” in Applications on Artificial Neural Networks IV, SPIE, v.1965, pp. 346—57, Orlando, FL, April 1993. S.C.A. Thomopoulos, L. Zhang and C.-D. Wann, “Neural network implementation of the shortest path algorithm for traffic routing in communication networks,” in Proceedings of International Joint Conference on Neural Networks, pp. 2693—2702, Singapore, Nov. 1991. S.C.A. Thomopoulos, L. Zhang and C.-D. Wann, “Neural network implementation of the shortest path algorithm for traffic routing in communication networks,” 28th Annual Allerton Conference on Communication, Control, and Computing, Urbana, Ill., October 1990. 專書論文： C.-D. Wann, “Kalman Filtering for NLOS Mitigation and Target Tracking in Indoor Wireless Environment,” Book Chapter in “Kalman Filter,” ISBN: 978-953-307-094-0, IN-TECH Education and Publishing, Vienna, Austria, June 2010. 專利：多胞系統中用資料介面作時框同步的方法與系統, 中華民國專利發明第130123號, 2001 年技術報告: 萬欽德，基於交互多模演算之移動目標合作式估測架構設計與分析，科技部，2014.10.30 萬欽德，幾何方法設計基於群組基地台定位之行動目標追蹤與效能分析，國家科學委員會，2013.10.16 萬欽德，利用移動式基地台之行動定位系統設計與分析，行政院國家科學委員會專題研究計畫成果，2010.08.01 學術活動： 2017 NI 無線通訊量測與設計技術研討會 International Workshop for B4G/5G Mobile Broadband Communications The 12th International Student Conference on Advanced Science and Technology (ICAST'2017) 工研院 Small Cell LWA 教育訓練智慧和NB-IoT產品研發測試研討會 NI Professor Day 2016 實作工程研討會 2015 NI 全球圖形化系統設計盛會 4G LTE 開源通訊軟體 OAI 研討會 2014工研院南分院創新技術發表暨研討會 E-N-JOY 我的世代軟體定義網路SDN暨LinkIt平台技術研討會 NI 工業感測器基礎介紹講座 2014 安捷倫電子量測論壇 NI 全球圖形化系統設計盛會 NI 全球圖形化系統設計盛會教師創新創業工作坊 (結合資料壓縮與無線傳輸議題之創新教學方法) Technical Program Committee – MIC-CSC2008, MIC-CCA2008, CSTRWC’2008, M-CSE 2007, WRECOM 2007, VTC 2007-Fall, PNC2006, JCIS’2006 Special Session Chair – ISCOM2005 Registration Chair – ISPACS2002 Technical Session Chair – CACS-IACC2009, NST2008, CSTRWC2008, NST2007, IEEE TENCON2007, VTC 2007-Spring, CECA2004, Reviewer (Journals) – IEEE Trans. on Signal Processing, IEEE Trans. on Mobile Computing, IEEE Trans. on Vehicular Technology, IEEE Comm. Letters, IEEE Signal Processing Letters, IET Radar, Sonar & Navigation, IET Signal Processing, EURASIP Journal on Advances in Signal Processing, Wireless Comm. and Mobile Computing, International Journal of Electrical Engineering (IJEE), Journal of the Chinese Institute of Engineers (JCIE) Reviewer (Conferences) – NST2010, ISITA2010, ISMA’2010, VTC2010-Spring, WPNC'09, WASN 2008, NST2008, NST2007, ICC2007, VTC 2007-Fall, VTC 2007-Spring, JCIS’2006, GLOBECOM 2005, ISCOM2005, ISCOM2003, NST2002 國立科學工藝博物館展示廳諮詢顧問 NXP恩智浦半導體公司進行課程戶外實察見學活動。(2007) 日月光公司進行課程戶外實察見學活動。(2009) 高雄日立電子公司進行課程戶外實察見學活動。(2006) 技術發表會參展—2004年「發現台灣無線星」 (台北世貿) 證照及獎勵 Nokia Bell Labs 5G Associate, Nokia Bell Labs End-to-End 5G Foundation Certification, October 2022 Certificate in EMI Skills, Cambridge English, October 2022. 國立高雄科技大學111年度優良教師專業社群（計畫主持人）國立高雄科技大學109、110、111年度優良教學獎國立高雄科技大學108年度優良教師專業社群（計畫主持人）國立高雄科技大學108年度傑出教學獎