Faculty and Staff

  • Home
  • Faculty and Staff

林柏江 Po-Chiang Lin Assistant Professor

  • Research Office：70927R

  • (03) 4638800 Ext.7333

  • pclin@saturn.yzu.edu.tw

  • Student Lab ：Innovative Technology Lab(70829R) Tel: (03) 4638800 Ext.7011,829

  • Education

    Ph.D., Graduate Institute of Communication Engineering, National Taiwan University

    Professional Experience

    Postdoctoral Fellowship, Graduate Institute of Communication Engineering, National Taiwan University

    System Engineer, Systex Corporation

    Network Engineer, KG Telecom

    Research Area

    Machine Learning, Wireless Mbile Communication Networks, Robotics, Maker and STEM Education

  • Journal Papers

    Journal Papers:

    1. Lionel F. Gonzalez Casanova and Po-Chiang Lin, "Malicious Network Traffic Detection for DNS over HTTPS using Machine Learning Algorithms," APSIPA Transactions on Signal and Information Processing, under revision.
    2. 林柏江, "二值神經網路的原理、功能分析、發展與挑戰," 影像與識別, Volume 27, Number 3, September 2021.
    3. Chiapin Wang, Shih-Hau Fang, Hsiao-Chun Wu, Sheng-Min Chiou, Wen-Hsing Kuo, and Po-Chiang Lin, “Novel User-Placement Ushering Mechanism to Improve Quality-of-Service for Femtocell Networks," IEEE Systems Journal, Volume 12, Issue 2, pp.1993 – 2004, June 2018.[SCI, EI]
    4. Guan-Yi Liu, Tsung Yu Chang, Yung-Chun Chiang, Po-Chiang Lin, and Jeich Mar, “Path loss Measurements of Indoor LTE System for the Internet of Things," Applied Sciences, Volume 7, Issue 6, 537, May 2017.[SCI, EI]
    5. Po-Chiang Lin, Lionel F. Gonzalez Casanova, and Yung-Chun Lin, “Analytical Framework for Power Saving Evaluation in Two-Tier Heterogeneous Mobile Networks," Wireless Networks, Volume 23, Issue 4, pp.985 – 999, May 2017.[SCI, EI]
    6. Po-Chiang Lin, Lionel F. Gonzalez Casanova, and Bakary K.S Fatty, “Data-Driven Handover Optimization in Next Generation Mobile Communication Networks," Mobile Information Systems, Volume 2016, Article ID 2368427, 11 pages, August 2016.[SCI, EI]
    7. Po-Chiang Lin, Wu-I Chou, Tsungnan Lin, “Achieving Airtime Fairness of Delay-Sensitive Applications in Multirate IEEE 802.11 Wireless LANs," IEEE Communications Magazine, Volume 49, Issue 9, pp.169 – 175, September 2011.[SCI, EI]
    8. Po-Chiang Lin, Tsungnan Lin, “Machine-Learning based Adaptive Approach for Frame-Size Optimization in Wireless LAN Environments," IEEE Transactions on Vehicular Technology, Volume 58, Issue 9, pp.5060 – 5073, November 2009.[SCI, EI]
    9. Tsungnan Lin, Po-Chiang Lin, Hsinping Wang, Chiahung Chen, “Dynamic Search Algorithm in Unstructured Peer-to-Peer Networks," IEEE Transactions on Parallel and Distributed Systems, Volume 20, Issue 5, pp.654 – 666, May 2009. [SCI, EI]
    10. Po-Chiang Lin, Tsungnan Lin, Chiapin Wang, “Performance Analysis of a Cross-Layer Handoff Ordering Scheme in Wireless Networks," IEEE Transactions on Wireless Communications, Volume 7, Issue 12, Part 2, pp.5166 – 5171, December 2008. [SCI, EI]
    11. Tsungnan Lin, Chiapin Wang, and Po-Chiang Lin, “A Neural-Network Based Context-Aware Handoff Algorithm for Multimedia Computing," ACM Transactions on Multimedia Computing, Communications and Applications, Vol. 4, Issue 3, pp.1 – 23, August 2008. [SCI, EI]
    12. Shih-Hau Fang, Tsung-Nan Lin, Po-Chiang Lin, “Location Fingerprinting in a Decorrelated Space," IEEE Transactions on Knowledge and Data Engineering, Vol. 20, No. 5, pp.685-691, May 2008. [SCI, EI]
    13. Chiapin Wang, Po-Chiang Lin, Tsungnan Lin, “A Cross-Layer Adaptation Scheme for Improving IEEE 802.11e QoS by Learning," IEEE Transactions on Neural Networks, Vol. 17, Issue 6, pp.1661-1665, November 2006. [SCI, EI]

  • Conference Papers

    Conference Papers:

    1. Po-Chiang Lin, "Machine Learning Based End-to-End Constellation Training for Communication Systems," Asia-Pacific Signal and Information Processing Association Annual Summit and Conference 2022 (APSIPA ASC 2022), Chiang Mai, Thailand, 7-10 November, 2022.
    2. Po-Chiang Lin, "SANPO Robot: Make Your Own Biped Humanoid Robot with Low Entry Barrier," 5th IEEE Eurasian Conference on Educational Innovation 2022 (IEEE ECEI 2022), Keelung, Taiwan, 10-12 February, 2022. (Best Conference Paper Award)
    3. Po-Chiang Lin, "Curriculum Design and Evaluation for the Introductory Computer Science Course," 5th IEEE Eurasian Conference on Educational Innovation 2022 (IEEE ECEI 2022), Keelung, Taiwan, 10-12 February, 2022.
    4. Lionel F. Gonzalez Casanova and Po-Chiang Lin, "Generalized Classification of DNS over HTTPS Traffic with Deep Learning," Asia-Pacific Signal and Information Processing Association Annual Summit and Conference 2021 (APSIPA ASC 2021), Tokyo, Japan, 14-17 December, 2021.
    5. Po-Chiang Lin and Wen-Yi Tseng,"Binarized Neural Network Acceleration with Field Programmable Gate Array and Its Application in Robot Vision," 2021 IEEE 10th Global Conference on Consumer Electronics (GCCE 2021), Kyoto, Japan, 12-15 October, 2021.
    6. Yeh-Hong Ping and Po-Chiang Lin, “Cell Outage Detection using Deep Convolutional Autoencoder in Mobile Communication Networks," Asia-Pacific Signal and Information Processing Association Annual Summit and Conference 2020 (APSIPA ASC 2020), Auckland, New Zealand, 7-10 December, 2020.
    7. Po-Chiang Lin, “Large-Scale and High-Dimensional Cell Outage Detection in 5G Self-Organizing Networks," Asia-Pacific Signal and Information Processing Association Annual Summit and Conference 2019 (APSIPA ASC 2019), Lanzhou, China, 18-21 November, 2019.
    8. Po-Chiang Lin and Sheng-Lun Huang “Performance Profiling of Cloud Radio Access Networks using OpenAirInterface," Asia-Pacific Signal and Information Processing Association Annual Summit and Conference 2018 (APSIPA ASC 2018), Honolulu, Hawaii, USA, 12-15 November, 2018.
    9. Po-Chiang Lin, Sheng-Lun Huang, and Xin-Yuan Li “Teaching and Learning Next Generation Mobile Communication Networks through Open Source OpenAirInterface Testbeds," Asia-Pacific Signal and Information Processing Association Annual Summit and Conference 2017 (APSIPA ASC 2017), Kuala Lumpur, Malaysia, 12-15 December, 2017.
    10. Wei-Hao Peng, Ming-Yang Lee, Tsung-Han Li, Chi-Hung Huang, and Po-Chiang Lin, “Performance Comparison of Image Keypoint Detection, Description, and Matching Methods," 2016 IEEE 5th Global Conference on Consumer Electronics (GCCE 2016), Kyoto, Japan, 11-14 October, 2016.
    11. Po-Chiang Lin, “Optimal Smart Gateway Deployment for the Internet of Things in Smart Home Environments," 2015 IEEE 4th Global Conference on Consumer Electronics (GCCE 2015), Osaka, Japan, 27-30 October, 2015.
    12. Po-Chiang Lin, “Database-Driven Quality Prediction for Mobile Wireless Networks in Smart Home Environments," 2015 IEEE 4th Global Conference on Consumer Electronics (GCCE 2015), Osaka, Japan, 27-30 October, 2015.
    13. Bakary K.S Fatty, and Po-Chiang Lin, “Mobility Robustness Optimization in Wireless Mobile Networks," 2015 7th International Conference on Ubiquitous and Future Networks (ICUFN 2015), Sapporo, Japan, 7-10 July, 2015.
    14. Po-Chiang Lin, “Minimization of Drive Tests Using Measurement Reports From User Equipment," 2014 IEEE 3rd Global Conference on Consumer Electronics (GCCE 2014), Tokyo, Japan, 7-10 October, 2014.
    15. Po-Chiang Lin and Yung-Chun Lin, “Self-Organizing Power Saving in LTE-WiFi Heterogeneous Networks," the 4th International Conference on Engineering and Applied Science (ICEAS 2014), Sapporo, Japan, 22-24 July, 2014.
    16. Shu-Ching Huang, Lionel F. Gonzalez, and Po-Chiang Lin, “Hybrid Interference Management in LTE-Advanced Femtocell Networks," 2013 Asia-Pacific Radio Science Conference (AP-RASC 2013), Taipei, Taiwan, 3-7 September, 2013.
    17. You-Shun Li, Lionel F. Gonzalez, and Po-Chiang Lin, “Deployment Cost Minimization with Coverage Constraints for Roadside Units," 2013 Asia-Pacific Radio Science Conference (AP-RASC 2013), Taipei, Taiwan, 3-7 September, 2013.
    18. Po-Chiang Lin, “Feasibility Problem of Channel Spatial Reuse in Power-Controlled Wireless Communication Networks," IEEE Wireless Communications and Networking Conference (WCNC 2013), Shanghai, China, 7-10 April, 2013.
    19. Po-Chiang Lin, “Optimal Roadside Unit Deployment in Vehicle-to-Infrastructure Communications," the 12th International Conference on ITS Telecommunications (ITST 2012), Taipei, Taiwan, 5-8 November, 2012.
    20. Po-Chiang Lin, “Uplink Scheduling for Multi-Channel Multi-User Cognitive Radio Cellular Networks in Fading Channels," the 15th International Symposium on Wireless Personal Multimedia Communications (WPMC’12), Taipei, Taiwan, 24-27 September, 2012.
    21. Shih-Hau Fang, Chu-Hsuan Wang, Sheng-Min Chiou, and Po-Chiang Lin, “Calibration-free Approaches for Robust Wi-Fi Positioning Against Device Diversity: A Performance Comparison," 2012 IEEE 75th Vehicular Technology Conference (VTC2012-Spring), Yokohama, Japan, 6-9 May 2012.
    22. Po-Chiang Lin and Tsungnan Lin, “Kernel-Based Channel Gain Estimation for Dynamic Spectrum Access in Cognitive Radio Networks,” The Sixth International Conference on Broadband and Wireless Computing, Communication and Applications (BWCCA 2011), Barcelona, Spain, October 26-28, 2011.
    23. Zanyu Chen, Tsungnan Lin, and Po-Chiang Lin, “A novel rate adaptation algorithm in IEEE 802.11 wireless LANs," 2010 International Computer Symposium (ICS 2010), Tainan, Taiwan, 16-18 December, 2010.
    24. Po-Chiang Lin and Tsungnan Lin, “Optimal Dynamic Spectrum Access in Multi-Channel Multi-User Cognitive Radio Networks,” The 21st Annual IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC 2010), Istanbul, Turkey, 26-29 September, 2010.
    25. Po-Chiang Lin, Wu-I Chou, and Tsungnan Lin, “Delay Effects of Performance Anomaly Solutions over Multirate Wireless Networks,“ Applications of Digital Image Processing XXXII, Proc. SPIE 7443, 74430D, San Diego, CA, USA, 3 August 2009.
    26. Chiapin Wang, Tsungnan Lin, Po-Chiang Lin, “Cross-Layer Analysis and Design for Multimedia Services in IEEE 802.11 WLANs,” International Conference on Mobile Technology, Applications, And Systems, Ilan, Taiwan, 10-12 September 2008.
    27. Shih-Hau Fang, Po-Chiang Lin, Tsung-Nan Lin, “Indoor localization by a novel probabilistic approach,” IEEE 8th Workshop on Signal Processing Advances in Wireless Communications, 2007. SPAWC ’07, Helsinki, Finland, 17-20 June 2007.
    28. Po-Chiang Lin, Tsungnan Lin, Hsinping Wang, “Dynamic Search Algorithm in Unstructured Peer-to-Peer Networks,” IEEE Global Telecommunications Conference, 2006. GLOBECOM’06. 27 November – 1 December 2006.
    29. Po-Chiang Lin, Chiapin Wang, Tsungnan Lin, “A context-aware approach for multimedia performance optimization using neural networks in wireless LAN environments,” IEEE International Conference on Multimedia and Expo, 2006. ICME 2006, 9-12 July 2006.
    30. Tsungnan Lin, Po-Chiang Lin, “Handoff ordering using link quality estimator for multimedia communications in wireless networks,” IEEE Global Telecommunications Conference, 2005. GLOBECOM’05. 28 November – 2 December 2005.
    31. Tsungnan Lin, Po-Chiang Lin, “Performance comparison of indoor positioning techniques based on location fingerprinting in wireless networks,” International Conference on Wireless Networks, Communications and Mobile Computing, 2005. 13-16 June 2005.
    32. Tsungnan Lin, Chiapin Wang, and Po-Chiang Lin, “A neural network based context-aware handoff algorithm for multimedia computing,” IEEE International Conference on Acoustics, Speech, and Signal Processing, 2005. ICASSP’05, 18-23 March 2005.

  • Research Project

    計畫名稱

    Project Title

    計畫內擔任工作

    Role

    起迄年月

    Duration

    補助/委託機構

    Organization
    教學實踐研究計畫：同儕程式碼審查於資料結構課程的實施方法與學習成效改善之行動研究
    Teaching Practice Research Program: Action Research on Implementation Methods and Learning Outcome Improvement for Peer Code Review in a Data Structures Course

    主持人

    Principal Investigator

    2021/08/01~2022/07/31

    教育部

    MOE
    智慧晶片應用與聯網技術課程推廣計畫
    Smart Chip Application and Networking Technology Course Promotion Program

    主持人

    Principal Investigator

    2021/08/01~2022/06/30

    教育部

    MOE
    基於深度學習的端對端通訊系統設計、驗證、以及軟體定義無線電實現
    Design, Verification, and Software Defined Radio Implementation of Deep Learning Based End-to-End Communication Systems

    主持人

    Principal Investigator

    2021/08/01~2022/07/31

    科技部

    MOST
    高教深耕計畫：數位創客教育子計畫
    Higher Education Sprout Project: Digital Maker Education Subproject

    主持人

    Principal Investigator

    		 2021/01/01~2021/12/31

    教育部

    MOE
    高教深耕計畫：數位創客教育子計畫
    Higher Education Sprout Project: Digital Maker Education Subproject

    主持人

    Principal Investigator

    2020/01/01~2020/12/31

    教育部

    MOE
    教學實踐研究計畫：以雙足人形機器人系統整合精進畢業專題總整課程的學生學習成效
    Teaching Practice Research Program: System Integration of Biped Humanoid Robots to Improve Students' Learning Outcomes in the Graduation Project Capstone Course

    主持人

    Principal Investigator

    2019/08/01~2020/07/31

    教育部

    MOE
    大規模高維度的自我組織網路細胞停運偵測與補償技術
    Large-Scale and High-Dimensional Cell Outage Detection and Compensation Techniques in Self-Organizing Networks

    主持人

    Principal Investigator

    2019/08/01~2021/10/31

    科技部

    MOST
    高教深耕計畫：數位創客教育子計畫
    Higher Education Sprout Project: Digital Maker Education Subproject

    主持人

    Principal Investigator

    2019/01/01~2019/12/31

    教育部

    MOE
    行動寬頻課程推廣計畫
    Mobile Broadband Course Promotion Program

    主持人

    Principal Investigator

    2018/12/01~2020/01/31

    教育部

    MOE

    教學實踐研究計畫：以結對編程方法精進資料結構課程的學習成效

    Teaching Practice Research Program:

    主持人

    Principal Investigator

    2018/08/01~2019/07/31

    教育部

    MOE

    高教深耕計畫：數位創客教育子計畫

    Higher Education Sprout Project: Digital Maker Education Subproject

    主持人

    Principal Investigator

    2018/01/01~2018/12/31

    教育部

    MOE

    教學創新試辦計畫

    Teaching Innovation Pilot Program

    主持人

    Principal Investigator

    2017/01/01~2017/12/31

    教育部

    MOE

    行動寬頻尖端技術課程推廣計畫

    Mobile Broadband Cutting Edge Technology Course Promotion Program

    共同主持人

    Co-Principal Investigator

    2016/12/01~2018/02/28

    教育部

    MOE

    智慧型多頻段無線通訊基礎技術發展—實體/媒體接取控制/測試/應用(3/3)

    Fundamental Technology Development of Intelligent Multi-Band Wireless Communication - Physical/Medium Access Control/Test/Application(3/3)

    共同主持人

    Co-Principal Investigator

    2016/01/01~2016/12/31

    科技部

    MOST

    兩階層式異質行動網路中的功率節省評估分析架構

    Analytical Framework for Power Saving Evaluation in Two-Tier Heterogeneous Cellular Networks

    主持人

    Principal Investigator

    2015/08/01~2016/07/31

    科技部

    MOST

    智慧型多頻段無線通訊基礎技術發展—實體/媒體接取控制/測試/應用(2/3)

    Fundamental Technology Development of Intelligent Multi-Band Wireless Communication - Physical/Medium Access Control/Test/Application(2/3)

    共同主持人

    Co-Principal Investigator

    2015/01/01~2016/05/31

    科技部

    MOST

    異構自組織網路中以機器學習為基礎的行動穩健性優化技術

    Machine-Learning based Mobility Robustness Optimization in Heterogeneous Self-Organizing Networks

    主持人

    Principal Investigator

    2014/08/01~2015/07/31

    科技部

    MOST

    智慧型多頻段無線通訊基礎技術發展—實體/媒體接取控制/測試/應用(1/3)

    Fundamental Technology Development of Intelligent Multi-Band Wireless Communication - Physical/Medium Access Control/Test/Application(1/3)

    共同主持人

    Co-Principal Investigator

    2014/01/01~2015/04/30

    科技部

    MOST

    以空間域技術為基礎之異構網路細胞間干擾協調與消除研究－總計畫及子計畫二：以機器學習為基礎的異構網路基地台自我配置與自我優化技術研究

    Inter-Cell Interference Coordination and Cancellation in Heterogeneous Network Using Spatial Domain Technologies - Sub-project 2: Machine-Learning Based Self-Configuration and Self-Optimization in Heterogeneous Networks

    共同主持人

    Co-Principal Investigator

    2013/08/01~2014/07/31

    科技部

    MOST

    應用於多模式車載通訊(電子收費系統／智慧運輸系統)之整合型晶片設計研究(3/3)

    An SoC Design for Multi-mode Vehicle (ETC/ITS) Communications(3/3)

    共同主持人

    Co-Principal Investigator

    2013/08/01~2014/10/31

    科技部

    MOST

    應用於多模式車載通訊(電子收費系統／智慧運輸系統)之整合型晶片設計研究－子計畫六：應用於多模式車載通訊(電子收費系統/智慧運輸系統) 整合型晶片設計之微處理器設計與開發(3/3)

    An SoC Design for Multi-mode Vehicle (ETC/ITS) Communications - Sub-project 6: The MCU Design for the SoC of Multi-mode Vehicle (ETC/ITS) Communications(3/3)

    主持人

    Principal Investigator

    2013/08/01~2014/10/31

    科技部

    MOST

    行動通訊自組織網路省電技術研究

    SON Power Saving Technical Research for Mobile Communications

    主持人

    Principal Investigator

    2013/07/01~2013/09/30

    工業技術研究院

    ITRI

    智慧型多頻段無線通訊基礎技術發展—實體/媒體接取控制/測試/應用

    Fundamental Technology Development of Intelligent Multi-Band Wireless Communication - Physical/Medium Access Control/Test/Application

    共同主持人

    Co-Principal Investigator

    2013/01/01~2014/06/30

    科技部

    MOST

    應用於多模式車載通訊(電子收費系統／智慧運輸系統)之整合型晶片設計研究(2/3)

    An SoC Design for Multi-mode Vehicle (ETC/ITS) Communications(2/3)

    共同主持人

    Co-Principal Investigator

    2012/08/01~2013/09/30

    科技部

    MOST

    應用於多模式車載通訊(電子收費系統／智慧運輸系統)之整合型晶片設計研究－子計畫六：應用於多模式車載通訊(電子收費系統/智慧運輸系統) 整合型晶片設計之微處理器設計與開發(2/3)

    An SoC Design for Multi-mode Vehicle (ETC/ITS) Communications - Sub-project 6: The MCU Design for the SoC of Multi-mode Vehicle (ETC/ITS) Communications(2/3)

    主持人

    Principal Investigator

    2012/08/01~2013/07/31

    科技部

    MOST

    感知無線電前瞻技術整合運用研究 – 子計畫四感知無線電之高效率資源管理設計與雛形發展

    Research on the Integration and Application of Cognitive Radio Prospective Technology - Subproject 4: Design and Prototype Development of Efficient Resource Management of Cognitive Radio

    主持人

    Principal Investigator

    2012/04/01~2012/11/30

    中山科學研究院

    NCSIST

    應用於多模式車載通訊(電子收費系統／智慧運輸系統)之整合型晶片設計研究(1/3)

    An SoC Design for Multi-mode Vehicle (ETC/ITS) Communications(1/3)

    共同主持人

    Co-Principal Investigator

    2011/08/01~2012/09/30

    科技部

    MOST

    應用於多模式車載通訊(電子收費系統／智慧運輸系統)之整合型晶片設計研究－子計畫六：應用於多模式車載通訊 (電子收費系統/智慧運輸系統) 整合型晶片設計之微處理器設計與開發(1/3)

    An SoC Design for Multi-mode Vehicle (ETC/ITS) Communications - Sub-project 6: The MCU Design for the SoC of Multi-mode Vehicle (ETC/ITS) Communications(1/3)

    主持人

    Principal Investigator

    2011/08/01~2012/09/30

    科技部

    MOST

    感知無線電前瞻技術整合運用研究 - 子計畫四：感知無線電之高效率資源管理設計與雛形發展

    Research on the Integration and Application of Cognitive Radio Prospective Technology - Subproject 4: Design and Prototype Development of Efficient Resource Management of Cognitive Radio

    主持人

    Principal Investigator

    2011/07/01~2011/11/30

    中山科學研究院

    NCSIST

    認知無線電環境中多重使用者的合作與競爭

    Multiuser Cooperation and Competition in Cognitive Radio Environments

    主持人

    Principal Investigator

    2011/01/01~2011/12/31

    科技部

    MOST


    產學計畫 Industry-Academia Projects

    計畫名稱

    Project Title

    計畫內擔任工作

    Role

    起迄年月

    Duration

    補助/委託機構

    Organization

    機器人創客教育推廣

    Robot Maker Education Promotion

    主持人

    Principal Investigator

    2017/05~2021/12

    元智科教中心

    YZU Science Education Research Center

    利用新型工具測量輕度認知功能障礙老人的行動模式

    Using a Novel Tool to Measure Movement Patterns in Older Adults with Mild Cognitive Impairment

    主持人

    Principal Investigator

    2016/08~2017/07

    亞東醫院

    Far Eastern Memorial Hospital

    短期課程: R程式語言與資料分析 (共18小時)

    Short Course: R Programming Language and Data Analysis (18 hours in total)

    主持人

    Principal Investigator

    2016/01~2016/07

    桓基科技

    HGiga Inc.


  • Publications and Patents

    Books:

    1. Yale N. Patt, Sanjay J. Patel, revised by Jonathon David White, annotated by Po-Chiang Lin, “Introduction to Computing Systems: From Bits and Gates to C and Beyond," 2/e (Annotated Edition), McGraw-Hill, 2017.



  • Awards

    元智大學 110 學年度創新教學特優獎 (2021 YZU Innovation in Teaching Excellent Award)

    Best Conference Paper Award: Po-Chiang Lin, "SANPO Robot: Make Your Own Biped Humanoid Robot with Low Entry Barrier," 5th IEEE Eurasian Conference on Educational Innovation 2022 (IEEE ECEI 2022), Keelung, Taiwan, 10-12 February, 2022.

    2019 Taoyuan ROS Summer School 機器人競賽冠軍 (2019 Taoyuan ROS Summer School - Robot Competition: Champion)

    元智大學 107 學年度輔導暨服務傑出獎 (YZU 2018 Counseling and Services Outstanding Award)

    元智大學 105 學年度教學傑出獎 (YZU 2016 Teaching Outstanding Award)

    「教育部行動寬頻尖端技術跨校教學聯盟：行動寬頻網路與應用」之「Small Cell創新應用與服務專題」課程模組「最優成果影片獎」(MOE Mobile Broadband Cutting Edge Technology Teaching Alliance: Mobile Broadband Networks and Applications: Best Outcome Video Award of Small Cell Innovative Applications and Services Course Module)

    中國電機工程學會 青年論文獎第三名, 2005 (3rd place in the CIEE Youth Paper Award, 2005)

    中華民國資訊學會 碩士論文佳作獎, 2005 (IICM Master Thesis Award, 2005)

^