【 基本介紹 】

梁家銘 教授


組別 智慧機器人及物聯網
專長/研究領域 ※ 下一代行動通訊網路
※ 物聯網與機器通訊
※ 跨層資源排程與管理
※ 智慧家庭與監控
※ 人工智慧應用
電話 06-2606123 #7821
信箱 jmliang@mail.nutn.edu.tw
個人網頁 https://people.cs.nycu.edu.tw/~jmliang/
實驗室 ※ 無線行動網路與智慧應用實驗室:榮譽校區ZFB02-2;實驗室電話 : 06-2606123 #7780
※ 教師研究室:榮譽校區ZC103-1
開授課程 ※ 110學年度第2學期開設課程
電機一:計算機程式設計與實習(二)
電機二、三合:網頁程式設計
電機三:畢業專題(二)
電機碩博班合:最佳化研究專論
榮譽及獎勵
(至少五年內)
指導學生獲獎:

  1. 2013年最佳論文獎Best Paper Award, Asia Pacific Network Operations and Management Symposium, 2013 (APNOMS’13)
  2. 2013年經濟部工業局智慧家庭創意應用比賽,榮獲「英特爾全國大專院校智慧系統設計學生競賽優選」 ,得獎作品:家電守護者 (智慧型電力感測系統), 參與學生:張博彥、簡英哲、禇祐任
  3. 2014年最佳論文獎Best Paper Award, The 19th Mobile Computing Workshop, 2014 (MC’14)
  4. 2015年第十五屆旺宏金矽獎比賽,榮獲「應用組優勝獎」 ,得獎作品:“全面監控”– 具解析度及視角考量之可攜式即時攝影機派遣及影像監控系統,參與學生:李冠毅、林奕廷、吳昆儒、張欣
  5. 2015年最佳論文獎Best Paper Award, The 20th Mobile Computing Workshop, 2015 (MC’15)
  6. 2015年IoT/M2M共同聯網平台與應用服務競賽,榮獲「冠軍」,得獎作品:全面守護 – 結合環境感測及定位技術之即時攝影機調派追蹤系統,參與學生:吳昆儒、李冠毅、林奕廷、張欣
  7. 2017年全國大專校院資訊應用服務創新競賽-校園4G行動應用服務組,榮獲 「第三名」,得獎作品:智慧聊天室,學生:蔡宛芝、游凱婷、陳筱萱、施彥廷
  8. 2018「程勢之道」程式設計競賽-以教學為主題的程式教育競賽,榮獲「第二名」,得獎作品:跟著老師動次動-智慧互動教育系統,學生:蘇威丞、王柏之、程昱霖、謝秉諭
  9. 201818屆旺宏金矽獎比賽,榮獲「應用組優勝獎」,得獎作品:第三隻眼-看見超越平凡的景象,學生:吳俊哲、邱彥豪、邱筱茜、黃明旭
  10. 2019全國大專校院智慧創新暨跨域整合創作競賽,主題:數位永續科技,榮獲「佳作」,得獎作品:智慧訪客互動系統,學生:蘇筠雅、洪語歆、黃祈豪、李亭儀
  11. 2020年全國大專校院智慧創新暨跨域整合創作競賽,榮獲「物聯網組第二名」,得獎作品:基於影像辨識之AI行動商店服務,指導學生:賴怡誠、張峻瑋、陳冠綸、張淵翔
  12. 2020年全國大專院校智慧應用創新創意競賽,榮獲「第三名」,得獎作品:超級點滴,指導學生:聶羽柔、陳德帆、杜孟軒、黃郁雯、劉亭昀、羅珮紋
  13. 2021年佳作論文獎Honorable Mention Paper Award, The 16th Workshop on Wireless, Ad Hoc and Sensor Networks, 2021 (WASN’21).
  14. 2021年第18屆育秀盃創意獎,榮獲「軟體應用組優選」,得獎作品:基於影像辨識及感測分析之魚類生理偵測的AIoT智能水族系統–以孔雀魚為範例,指導學生:陳志豪、蔡宛凌、陳香伶、吳胤恩
  15. 2022年最佳論文獎Best Paper Award, The 20th Conference on Information Technology and Application in Outlying Islands, 2022 (ITAOI’22) .
  16. 2023年第20屆育秀盃創意獎,榮獲「數位應用組銀獎」,得獎作品:行車安全,輪輪有責, 指導學生:陳冠霖、葉力慈、陳天禕、楊勝景
  17. 2023年優良論文獎Excellent Paper Award, The 27th Mobile Computing Workshop, 2023 (MC’23).
  18. 2024年第21屆育秀盃創意獎,榮獲「軟體應用組優選」,得獎作品:電光石火,保護有我,指導學生:楊秉叡 、歐明仁、馬侑健、古竣文、黃竣宥
  19. 2024年最佳論文獎Best Paper Award, The 28th Mobile Computing Workshop, 2024 (MC’24).

教師的學生時期獲獎

  1. 2004年 資訊工程研究所入學獎學金
  2. 2011年 中華民國資訊學會博士論文獎(佳作)
  3. 2011年 台灣電機電子工程學會最佳論文獎(博士組佳作)
學術論文審查
•Reviewers
  1. IEEE Trans. on Mobile Computing (2010 ~ present)
  2. IEEE Trans. on Wireless Communications (2011 ~ present)
  3. IEEE Trans. on Parallel and Distributed System (2011 ~ present)
  4. IEEE Trans. on Vehicular Technology (2012 ~ present)
  5. IEEE Wireless Communications Letters (2012 ~ present)
  6. IEEE Journal on Emerging and Selected Topics in Circuits and Systems
  7. IEEE Internet of Things Journal (2013 ~ present)
  8. IEEE Communications Surveys and Tutorials (2014 ~ present)
  9. IEEE Journal on Selected Areas in Communications (2015 ~ present)
  10. IEEE Access (2016 ~ present)
  11. ACM Transactions on Cyber-Physical Systems (2016 ~ present)
  12. ACM Wireless Networks (2013 ~ present)
  13. Elsevier Computer Networks (2011 ~ present)
  14. Elsevier Computer Communications (2010 ~ present)
  15. Elsevier Pervasive and Mobile Computing (2015 ~ present)
  16. International Journal of Distributed Sensor Networks (2011 ~ present)
  17. Telecommunication Systems (2014 ~ present)
  18. EURASIP Journal on Wireless Communications and Networking (2016 ~ present)
  19. Journal of Information Science and Engineering (2016 ~ present)
  20. Journal of Communications and Networks (2012 ~ present)
  21. Journal of Network and Computer Applications (2015 ~ present)
  22. Scientific Research and Essays (2011 ~ present)
  23. World Journal of Modeling and Simulation (2012 ~ present)
  24. China Communications (2012 ~ present)
  25. IETE Technical Review (2015 ~ present)
  26. International Computer Symposium (2014 ~ present)
  27. IEEE Vehicular Technology Conference (2015 ~ present)
  28. Hindawi Mobile Information Systems (2016 ~ present)
  29. Journal of Intelligent Systems (2016 ~ present)
  30. International Computer Symposium (ICS) (2016~present)
  31. The Asia-Pacific Network Operations and Management Symposium (APNOMS) (2016~present)
  32. IEEE Wireless Communications Networking Conference (WCNC) (2016~present)
•TPC/PC members
  1. The Asia-Pacific Network Operations and Management Symposium (APNOMS) (2016 ~ present)
  2. The IEEE 4th International Conference on FUTURE Internet of Things and Cloud (FiCloud) (2016 ~ present)
  3. IEEE Vehicular Technology Conference (VTC) (2017 ~ present)
  4. IEEE Global Communications Conference (GLOBECOM) (2017~present)
  5. Taiwan Academic Network Conference (TANET) (2018 ~ present)
學術演講
  1. Lecturer, “Introduction to WiMAX (IEEE 802.16) and 3GPP LTE-Advance,”    國立交通大學資訊工程研究所,2011/06/08.
  2. Seminar Talk, “Resource and Power Allocation in WiMAX Networks,” 中原大學資訊工程系, 2012/05/02.
  3. Seminar Talk (English), “An Energy-Efficient Sleep Scheduling with QoS Consideration in 3GPP LTE-A for Internet of Things,” 長庚大學資訊工程研究所,2015/05/03.
  4. Seminar Talk, “在LTE-A網路上研究服務品質之省電排程方法,” 長庚大學資訊工程系, 2015/09/14.
  5. Seminar Talk, “應用於物聯網之具服務品質的省電排程設計,” 國立中山大學資訊工程研究所, 2015/11/27.
  6. Session Talk, “Energy-Efficient Sleep Scheduling for Internet of Things,” International Symposium on InfoComm and Media Technology in Bio-Medical and Healthcare Application (IS 3T-in-3A), 2018/11/23.
  7. Invited Talk, “Energy-Efficient Schemes for 4G/5G Networks,” TCCNA Taiwanese Chambers of Commerce of North America, Online, 2022/02/24.
  8. Invited Talk, “結合機器學習及物聯網技術於輪胎異常偵測,” 財團法人車輛研究測試中心, Taichung, 2024/03/22.
論文著作
國際期刊論文
  • J.-M. Liang*, H.-C. Wu, J.-J. Chen, and Y.-C. Tseng, “Mini-Slot Scheduling for IEEE 802.16d Chain and Grid mesh Networks,” Computer Communications, Vol. 33, No. 17, pp. 2048-2056, 2010.
  • J.-M. Liang*, J.-J. Chen, Y.-C. Wang, and Y.-C. Tseng, “A Cross-layer Framework for Overhead Reduction, Traffic Scheduling, and Burst Allocation in IEEE 802.16 OFDMA Networks,” IEEE Trans. on Vehicular Technology, Vol. 60, No. 4, pp. 1740–1755, 2011.
  • J.-M. Liang*, Y.-C. Wang, J.-J. Chen, J.-H. Liu, and Y.-C. Tseng, “Energy-Efficient Uplink Resource Allocation for IEEE 802.16j Transparent-relay Networks,” Computer Networks, Vol. 55, No. 16, pp. 3705 – 3720, 2011.
  • J.-M. Liang*, J.-J. Chen, and Y.-C. Tseng, “Scheduling Problems and Solutions in WiMAX Mesh Networks,” Journal of Communications Research, Vol.2, No. 3, 2011.
  • J.-M. Liang*, J.-J. Chen, C.-W. Liu, Y.-C. Tseng, and B.-S. P. Lin, “On Tile-and-energy Allocation in OFDMA Broadband Wireless Networks,” IEEE Communications Letters, Vol. 15, No. 12, pp. 1284 – 1287, 2011.
  • J.-M. Liang*, Y.-C. Tseng, and B.-S. P. Lin, “Resource Allocation in WiMAX Networks,” Communications of IICM, Vol. 15, No. 1, pp. 21 – 40, 2012
  • J.-M. Liang*, J.-J. Chen, H.-H. Cheng, and Y.-C. Tseng, “An Energy-Efficient Sleep Scheduling with QoS Consideration in 3GPP LTE-Advanced Networks for Internet of Things,” IEEE Journal on Emerging and Selected Topics in Circuits and Systems, vol. 3, No. 1, pp. 13-22, 2013.
  • H.-S. Huang, T.-C. Su, J.-M. Liang, Y.-C. Tseng, and Y.-C. Wang, “A Dynamic Reservation Scheme based on Online Charging System with Family Shared Plan,” International Journal of Science and Engineering, vol. 4 no.4, p.p. 53-57, 2014.
  • C.-W. Luo, J.-J. Chen, K.-T. Lin, and J.-M. Liang, “Design a Cross-layer Uplink Resource and Power Allocation Method over LTE-A Relay Networks,” International Journal of Science and Engineering, vol. 4, no. 4, p.p. 11-18, 2014.
  • J.-M. Liang*, J.-J. Chen, P.-C. Hsieh, and Y.-C. Tseng, “Two-Phase Multicast DRX Scheduling for 3GPP LTE-Advanced Networks,” IEEE Trans. on Mobile Computing, vol. 15, no. 7, pp. 1839-1849, 2016.
  • K.-R. Wu, J.-M. Liang*, S.-C. Lee, and Y.-C. Tseng, “Efficient and Consistent Flow Update for Software Defined Networks,” IEEE Journal on Selected Areas in Communications (JSAC), vol. 36, no. 3, pp. 411-421, 2018.
  • J.-M. Liang, P.-Y. Chang, J.-J. Chen*, C.-F. Huang, and Y.-C. Tseng, “Energy-Efficient DRX Scheduling for D2D Communication in 5G Networks,” Journal of Network and Computer Applicationsvol. 116, no. 15, pp. 53-64, 2018.
  • J.-M. Liang, K.-R. Wu, J.-J. Chen*, P.-Y. Liu, and Y.-C. Tseng, “Energy-Efficient Uplink Resource Units Scheduling for Ultra-Reliable Communications in NB-IoT Networks,” Wireless Communications and Mobile Computing, vol. 2018, pp. 1-17, 2018.
  • J.-M. Liang, P.-Y. Chang, and J.-J. Chen*, “Energy-Efficient Scheduling Scheme with Spatial and Temporal Aggregation for Small and Massive Transmissions in LTE-M Networks,” Pervasive and Mobile Computing, vol. 52, pp. 29-45, 2019.
  • J.-M. Liang, C.-K. Hsu, J.-J. Chen*, K.-R. Wu, and Y.-C. Tseng, “Three-Stage DRX Scheduling for Joint Downlink Transmission in C-RAN,” IEEE Wireless Communications Letters, vol. 9, no. 2, pp. 129-133, 2020.
  • C.-K. Hsu, J.-M. Liang*, K.-R. Wu, J.-J. Chen, and Y.-C. Tseng, “Enhanced Scheduling Schemes with Energy Conservation for Dynamic Point Selection in Cloud Radio Access Networks,” Wireless Networks,  vol. 26, no. 2, pp. 1519-1534, 2020.
  • J.-M. Liang, C.-K. Hsu, J.-J. Chen*, P.-H. Lin, P.-M. Hsu, and T.-S. Chen, “Dynamic Set Planning for Coordinated Multi-Point in 5G Networks,” Sensors, vol. 21, no. 5, pp. 1-20, March 2021.
  • J.-M. Liang*, P.-L. Chung, Y.-J. Yeh, S. Mishra, “Applying Machine Learning Technologies Based on Historical Activity Features for Multi-Resident Activity Recognition,” Sensors, vol. 21, no. 7, pp. 1-19, April 2021.
  • Y.-J. Nieh, M.-H. Tu, Y.-W. Huang, M.-C. Yeh, J.-M. Liang*, J.-J. Chen, C. Kuo, “Smart Infusion System based on Physiological Sensing and Machine Learning Technology,” International Journal of Science and Engineering, vol. 12, no. 2, pp. 41-56, Oct. 2022.
  • J.-M. Liang*, S. Mishra, Y.-L. Cheng, “Applying Image Recognition and Tracking Methods for Fish Physiology Detection Based on a Visual Sensor,” Sensors, vol. 22, no. 15, pp. 1-19, July 2022.
  • S. Mishra and J.-M. Liang*, “Dynamic Sleep Scheduling for Wireless TP Sensor Transmissions Based on Reinforcement Learning,” IEEE Sensors Letters, vol. 7, no. 11, pp. 1-4, Oct. 2023.
  • K.-L. Chen, L.-T. Yeh, S.-J. Yang, T.-Y. Chen, J.-M. Liang*, J.-J. Chen, “Design and Implementation of Intelligent Tire Detection System Based on Esp8266 IoT Platform and Deep Learning Technology,” International Journal of Science and Engineering, vol. 13, no. 2, pp. 75-96, Oct. 2023.
  • L. Sharma, J.-M. Liang*, and S.-L. Wu, “Discontinuous Reception based Energy-Efficient User Association for 5G Heterogeneous Networks,” IEEE Access, vol. 6, pp. 13634-13647, 2024.
  • S. Mishra, J.-M. Liang*, “Design and Implementation of Energy-Efficient Wireless Tire Sensing System with Delay Analysis for Intelligent Vehicles,” IEEE Transactions on Intelligent Vehicles (TIV), pp. 1-10, May 2024.
  • J.-M. Liang*, S. Mishra, C.-C. Wu, “Enhancing Person Identification for Smart Cities: Fusion of Video Surveillance and Wearable Device Data based on Machine Learning,” IEEE Sensors Journal, pp. 1-9, July 2024.
  • M.-L. Chiang, C.-M. Chiu, C.-Y. Lin, H.-M. Ting, T.-Y. Yang, J.-M. Liang*, J.-J.  Chen, “Design and Implementation of Tire Inspection System based on Deep Learning Image Recognition Technology,” International Journal of Science and Engineering,  (accepted, to appear).
  • J.-M. Liang, S. Mishra*, and Y.-C. Chien, “Enhanced Cell Clustering and Multicast Scheduling for Energy-Efficient 5G MBSFN Networks,” IEEE Internet of Things Journal, (accepted, to appear).
  • J.-M. Liang*, S. Mishra, and C.-H. Lin, “Enhanced PTZ Camera Dispatch Scheme for 3D Environments Based on Deep Reinforcement Learning,” IEEE Transactions on Instrumentation and Measurement (TIM),  (accepted, to appear).

國際會議論文

  • J.-M. Liang*, J.-J. Chen, Y.-C. Wang, Y.-C. Tseng, and B.-S. Lin, “Priority-Based Scheduling Algorithm for Downlink Traffics in IEEE 802.16 Networks,” IEEE Asia-Pacific Wireless Communications Symposium (APWCS’09), 2009.
  • J.-M. Liang*, C.-W. Wang, L.-C. Wang, and Y.-C. Tseng, “The Upper Bound of Capacity for a Concurrent-transmission-based Ad-Hoc Network with Single Channel,” IEEE Asia-Pacific Wireless Communications Symposium (APWCS’09), 2009.
  • J.-J. Chen, J.-M. Liang*, and Y.-C. Tseng, “An Energy Efficient Sleep Scheduling Considering QoS Diversity for IEEE 802.16e Wireless Networks,” IEEE International Communications Conference (ICC’10), 2010.
  • J.-M. Liang*, J.-J. Chen, H.-C. Wu, and Y.-C. Tseng, “Simple and Regular Mini-slot Scheduling for IEEE 802.16d Grid-based Mesh Networks,” IEEE Vehicular Technology Conference (VTC’10), 2010.
  • J.-M. Liang*, Y.-C. Wang, J.-J. Chen, J.-H. Liu, and Y.-C. Tseng, “Efficient Resource Allocation for Energy Conservation in Uplink Transmissions of IEEE 802.16j Transparent Relay Networks,“ IEEE/ACM International Conference on Modeling, Analysis and Simulation of Wireless and Mobile Systems (MSWiM’10), 2010.
  • J.-M. Liang*, J.-J. Chen, H.-H. Cheng, and Y.-C. Tseng, “Energy-Efficient Sleep Scheduling with QoS Considerations in 3GPP LTE-Advanced Networks,” IEEE International Wireless Communications & Mobile Computing Conference (IWCMC’13), 2013.
  • J.-M. Liang*, P.-C. Hsieh, J.-J. Chen, and Y.-C. Tseng, “Energy-Efficient DRX Scheduling for Multicast Transmissions in 3GPP LTE-Advanced Wireless Networks,” IEEE Wireless Communications Networking Conference (WCNC’13), 2013.
  • H.-S. Huang, J.-M. Liang, J.-J. Chen, and Y.-C. Tseng, “Sleep Scheduling in IEEE 802.16j Relay Networks,” IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC’13), pp. 2951-2955, 2013.
  • P.-M. Hsu, J.-J. Chen, and J.-M. Liang, “Dynamic Cooperating Set Planning for Coordinated Multi-Point (CoMP) in LTE/LTE-Advanced Systems,” The 15th Asia-Pacific Network Operations and Management Symposium (APNOMS’13), pp. 1-6, 2013. (Best Paper Award)
  • Z.-Y. Chen, J.-J. Chen, and J.-M. Liang, “Energy-Efficient Uplink Resource Allocation in LTE-A Relay Networks,” IEEE Vehicular Technology Society Asia Pacific Wireless Communications Symposium (APWCS’13), 2013.
  • C.-S. Fan, J.-M. Liang*, Y.-T. Lin, K.-R. Wu, K.-Y. Li, T.-Y. Lin, and Y.-C. Tseng, “A Survey of Intelligent Video Surveillance Systems: History, Applications and Future,” International Computer Symposium (ICS’14), 2014.
  • J.-J. Chen, J.-M. Liang, and Z.-Y. Chen, “Energy-Efficient Uplink Radio Resource Management in LTE-A Relay Networks for Internet of Things,” The Machine-to-Machine Communications & Internet of Things Workshop (conjunction with IEEE IWCMC’14), pp. 745-750, Aug. 2014.
  • J.-J. Chen, J.-M. Liang, C.-H. Hu, and T.-S. Chen, “Green Dynamic Configuration in 4G Macrocell-Femtocell Heterogeneous Networks,” IEEE Vehicular Technology Society Asia Pacific Wireless Communications Symposium (APWCS’14), 2014.
  • H.-S. Huang, T.-C. Su, J.-M. Liang, Y.-C. Tseng, “A Dynamic Reservation Scheme in Online Charging System for Family Shared Plan,” IEEE Wireless Communications Networking Conference (WCNC’15), pp. 2279-2284, 2015.
  • K.-Y. Li, J.-M. Liang*, C.-S. Fan, Y.-C. Tseng, Y.-T. Lin, K.-R. Wu, T.-Y. Lin, “A Web-based Camera Dispatch System for Video Surveillance with Dynamic Requirements,” IEEE/ACM International Conference on Information Processing in Sensor Networks (IPSN’15), p.p. 384-385, April 2015. (demo)
  • K.-Y. Li, J.-M. Liang*, C.-S. Fan, K.-R. Wu, Y.-T. Lin, T.-Y. Lin, Y.-C. Tseng, “A Web-based, Real-time Video Surveillance System by Leveraging PTZ Cameras,” IEEE International Conference on Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP’15), 2015. (demo)
  • J.-J. Chen, K.-D. Lin, and J.-M. Liang, “Energy Saving Resource Allocation in LTE-A MU-MIMO Uplink,” IEEE Asia-Pacific Wireless Communications Symposium (APWCS’15), 2015.
  • L. Sharma, S.-L. Wu, J.-M. Liang, “Power-Efficient Communication Strategy for Wi-Fi Aware Technology,” International Computer Symposium (ICS’16), 2016.
  • I.-A. Wang, J.-J. Chen, J.-M. Liang, P.-Y. Chang, K.-R. Wu, Y.-C. Tseng, etc., “A Cross-Layer Sleep Scheme in LTE-A Networks,” IEEE Vehicular Technology Society Asia Pacific Wireless Communications Symposium (APWCS’16), 2016.
  • S.-C. Lee, K.-R. Wu, C.-K. Hsu, P.-Y. Chang, J.-M. Liang, J.-J. Chen, Y.-C. Tseng, “Aggregating Small Packets in M2M Networks: An OM2M Implementation,” IEEE International Conference on Mobile Ad Hoc and Sensor Systems (MASS’16), 2016. (demo)
  • P.-W. Chung, Y.-C. Chien, J.-M. Liang, J.-J. Chen, K.-R. Wu, “Energy-Efficient Resource Allocation for LTE-A MBSFN Networks,” IEEE Asia-Pacific Wireless Communications Symposium (APWCS’17), 2017.
  • J.-J. Chen, J.-M. Liang, P.-M. Hsu, Y.-C. Huang, “Energy Efficient Dynamic Cooperating Set Planning for CoMP in LTE/LTE-A Systems,” International Conference on Frontier of Computer Science and Technology & Third International Symposium of Creative Computing (ISPAN-FCST-ISCC), pp. 385-390, 2017.
  • C.-K. Hsu, J.-M. Liang, J.-J. Chen, K.-R. Wu, Y.-C. Tseng, “Data Offloading for Dynamic Point Selection in Cloud Radio Access Networks (C-RAN),” IEEE Wireless Communications Networking Conference (WCNC’18), pp. 1-6, 2018.
  • P.-Y. Liu, K.-R. Wu, J.-M. Liang, J.-J. Chen, and Y.-C. Tseng, “Energy-Efficient Uplink Resource Units Scheduling for Ultra-Reliable Communications in NB-IoT Networks,” IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC’18), pp. 1-5, 2018.
  • P.-H. Lin, C.-Y. Lin, C.-T. Hung, J.-J. Chen, J.-M. Liang, “The Autonomous Shopping-Guide Robot in Cashier-Less Convenience Stores,” International Conference on Advanced Technology Innovation (ICATI’19), pp. 1-7, 2019.
  • C.-K. Hsu, Y.-H. Chiu, K.-R. Wu, J.-M. Liang, J.-J. Chen, Y.-C. Tseng, “Design and Implementation of Image Electronic Fence with 5G technology for Smart Farms,” IEEE Asia-Pacific Wireless Communications Symposium (APWCS’19), 2019.
  • Chi-H. Lin, C.-Y. Lin, C.-T. Hung, J.-J. Chen, J.-M. Liang, “The Autonomous Shopping-Guide Robot in Cashier-Less Convenience Stores,” International Conference on Advanced Technology Innovation (ICATI’19), pp. 1-7, 2019.
  • J.-M. Liang, Y.-L. Cheng, “Intelligent Aquarium System for Fish Physiological Detection based on Image Recognition and Sensor Analysis”, IEEE International Conference on Applied System Innovation (ICASI’21), June 2021.
  • S. Mishra, J.-M. Liang, “Design and Analysis for Wireless Tire Pressure Sensing System,” International Computer Symposium (ICS’22), pp. 1-18, Dec. 2022. 
  • K.-L. Chen, L.-T. Yeh, T.-Y. Chen, S.-J. Yang, J.-M. Liang*, J.-J. Chen, “Development and Implementation of An Intelligent Tire Monitoring System,” IEEE Asia Pacific Wireless Communications Symposium (APWCS’23), pp. 1-2, Aug. 24-25, 2023. 
  • S. Mishra, J.-M. Liang, “Optimized Multi-Model Intrusion Detection Scheme for Internet of Vehicles”, International Symposium on Wireless Personal Multimedia Communications (WPMC’24), p.p. 1-4, Nov. 2024. (Delhi, India)