【 基本介紹 】

梁家銘 助理教授


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.nctu.edu.tw/~jmliang/
實驗室 ※ 個人與行動通訊網路實驗室: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 ※ 109學年度第1學期開設課程
電機一:計算機程式設計與實習(一)
電機四、碩班:物聯網與手機無線控制  
電機碩、博班:系統效能分析

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年「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. 2018年第18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年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

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.
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.

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.