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國立臺北科技大學 學術資源網

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曾恕銘教授Tseng Shu-ming

Shu
現職：
臺北科大／電子工程系
聯絡方式：
分機：+886-2-27712171 ext 2216
網站連結：
  • 美國普渡大學電機博士1999年 PhD EE Purdue, W. Lafayette, IN, USA, 1999
  • 清華大學電機系學士1994年(1st class honor) BS(1st class honor) EE National Tsing Hua University, Taiwan, 1994
  • 111年電信學門計畫成果發表-優良海報展示獎, 2024
  • 台灣證券交易所上市審議委員會外部委員 external member of Taiwan Stock Exchange Listing Review Committee, 2023
  • .KSII Transactions on Internet and Information Systems 期刊編輯 (Editor)
  • 2021 IEEE 無線光通訊會議議程委員會共同主席 TPC Co-Chair of IEEE 2021 30th Wireless and Optical Communications Conference (WOCC 2021).
  • UC San Diego訪問學者 (Visting Scholar, UC San Diego, 2014-2015)
  • 後5G無線通訊(B5G Wireless Communications) 、機器學習(Machine Learning)
  • 無線資源分配(wireless resource allocation)、跨成優化(cross layer optimization)
  • 電腦視覺(Computer Visison)、網路安全(Network Security)

期刊論文

  • "Many-objective optimization based-content popularity prediction for cache-assisted cloud-edge-end collaborative IoT networks", IEEE Internet of Things Journal, 11, 1190-1200, 2024/01, SCI
  • "Hybrid beamforming and resource allocation designs for mmWave multi-user massive MIMO-OFDM systems on uplink", IEEE Access, 11, 133070-133085, 2023/11, SCI
  • "Deep learning based cross-layer power allocation for downlink cell-free massive multiple-input–multiple-output video communication systems", Symmetry, 15, 1968, 2023/10, SCI
  • "Video scene detection using transformer encoding linker network (TELNet)", Sensors, 23, 7050, 2023/08, SCI
  • "Cross-layer codebook allocation for uplink SCMA and PDNOMA-SCMA video transmission systems and a deep learning-based approach", IEEE Systems Journal, 17, 1, 294-305, 2023/03, SCI
  • "Network anomaly intrusion detection based on deep learning approach", Sensors, 23, 4, 2171, 2023/02, SCI
  • "Cross-layer resource management for downlink BF-NOMA-OFDMA video transmission systems and supervised/ unsupervised learning based approach", IEEE Transactions on Vehicular Technology, 71, 10, 10744-10753, 2022/10, SCI
  • "Hybrid beamforming and data stream allocation algorithms for power minimization in multi-user massive MIMO-OFDM systems", IEEE Access, 10, 101898-101912, 2022/09, SCI
  • "Reduced complexity hybrid beamforming for time-varying channels in millimeter wave MIMO systems", Wireless Personal Communications, 124, 2391–2410,, 2022/06, SCI
  • "Deep learning based decoding for polar codes in Markov Gaussian memory impulse noise channels", Wireless Personal Communications, 122, 737–753, 2022/01, SCI
  • "Throughput analysis of 2-D OCDMA/pure ALOHA networks with access control and two user classes of variable length for multimedia traffic", Optik, 241, 166928, 2021/09, SCI
  • "User selection approach in multiantenna beamforming NOMA video communication systems", Symmetry, 13, 9, 1737, 2021/09, SCI
  • "Adaptive Iteration methods for blind carrier frequency estimation in multiUser OFDMA systems", IEEJ Transactions on Electrical and Electronic Engineering, 16, 5, 769-777, 2021/05, SCI
  • "Maximum likelihood-based adaptive iteration algorithm design for joint CFO and channel estimation in MIMO-OFDM systems", EURASIP J. Adv. Signal Process., 2021, 6, 6, 2021/01, SCI
  • "Cross PHY/APP layer user grouping and power allocation for uplink multi-antenna NOMA video communication systems", IEEE Systems Journal, 14, 3, 3351-3359, 2020/09, SCI
  • "Outage-capacity-based cross layer resource management for downlink NOMA-OFDMA video communications: non-deep learning and deep learning approaches", IEEE Access, 8, 140097-140107, 2020/08, SCI
  • "Low complexity user selection and power allocation for uplink NOMA beamforming systems", Wireless Personal Communications, 111, 1413–1429, 2020/04, SCI
  • "Cross layer power control and user pairing for DL multi-antenna NOMA", Wireless Personal Communications, 109, 3, 1541-1556, 2019/12, SCI
  • "Deep-learning-aided cross-layer resource allocation of OFDMA/NOMA video communication systems", IEEE Access, 7, 157730-157740, 2019/12, SCI
  • "Cross layer 1 and 5 user grouping/power allocation/subcarrier allocations for downlink OFDMA / NOMA video communications", International Journal of Communication Systems, 32, e4084, 2019/09, SCI
  • "Iterative Smoothing Filtering Schemes by Using Clipping Noise Assisted Signals for PAPR Reduction in OFDM-based Carrier Aggregation Systems,", IET Communications, 13, 6, 802-808, 2019/04, SCI
  • "Average PSNR Optimized Cross Layer User Grouping and Resource Allocation for Uplink MU-MIMO OFDMA Video Communications", IEEE Access, 6, 1, 50559-50571, 2018/12, SCI
  • "A Resource Allocation Scheme with Fractional Frequency Reuse in Multi-Cell OFDMA Systems,", Wireless Personal Communications, 101, 4, 2009-2027, 2018/08, SCI
  • "Performance Analysis of CDMA/ALOHA Networks in Memory Impulse Channels,", Mathematical Problems in Engineering, 2018, 9373468, 2018/06, SCI
  • "Panoramic Endoscope Based on Convex Parabolic Mirrors", Optical Engineering, 57, 3, 033102, 2018/03, SCI
  • "Cross Layer 1, 2 and 5 Resource Allocation in Uplink Turbo-coded HARQ based OFDMA Video Transmission Systems", Wireless Personal Communications, 98, 2, 1997-2008, 2018/02, SCI
  • "Jamming Resilient Cross-Layer Resource Allocation in Uplink HARQ-Based SIMO OFDMA Video Transmission Systems", IEEE Access, 5, 1, 24908-24919, 2017/12, SCI
  • "Utilization of Spatial Ternary Coding Scheme in Optical CDMA System", Optical and Quantum Electronics, 49, 8, 280, 2017/08, SCI
  • "Throughput Performance Analysis of Asynchronous Optical CDMA Networks with Channel Load Sensing Protocol", IEEE Photonics Journal, 9, 3, 1-13, 2017/06, SCI
  • "Distributed Space-Time Block Codes with Embedded Adaptive AAF/DAF Elements and Opportunistic Listening for Multihop Power Line Communication Network", International Journal of Communication Systems, 30, 1, e2950, 2017/01, SCI
  • "Study of Mobility Effect on Ad-Hoc 802.11b Networks with Automatic Rate Fallback in Impulse Noise Channels", Journal of Communications Technology, Electronics and Computer Science, 4, 4, 25-30, 2016/02, ELSE2
  • "Adaptive DSTBC and Network Coding for TWR Networks in Impulsive Noise Channels", Journal of Advances in Information Technology, Vol. 6, No. 1, pp.39-43, 2015/02, ELSE2
  • "Throughput of Coded DS CDMA/Unslotted ALOHA Networks with Variable Length Data Traffic and Two User Classes in Rayleigh Fading FSMC Model", KSII Transactions on Internet and Information Systems, 8, 12, 4324 – 4342, 2014/12, SCI
  • "GPU-Accelerated Single Image Depth Estimation with Color-Filtered Aperture", KSII Transactions on Internet and Information Systems, 8, 3, 1058-1070, 2014/03, SCI
  • "Distributed Orthogonal and Quasi-Orthogonal Space-Time Block Code with Embedded AAF/DAF Matrix Elements in Wireless Relay Networks with Four Relays", Wireless Pers Commun, 75, 2, 1187–1198, 2014/03, SCI&EI
  • "A real-time PC-based software radio DVB-T receiver", WSEAS Transactions on Communications, 12, 6, 281-286, 2013/12, SCI
  • "Relay-Assisted Distributed Hybrid MIMO Transceiver with Information Exchange Errors for Cooperative Networks", WSEAS Trans. Commun., 12, 10, 519-529, 2013/10, EI
  • "Distributed Quasi-Orthogonal Space Time Block Code for Four Transmit Antennas with Information Exchange Error Mitigation", KSII Transactions on Internet and Information Systems, 7, 10, 2411-2429, 2013/10, SCI&EI
  • "Throughput Analysis of DS CDMA/unslotted ALOHA Wireless Networks with Fixed Packet Length in Rayleigh Fading Finite-State Markov Channel Model", Wireless Personal Communications, 71, 4, 3091-3104, 2013/08, SCI&EI
  • "Throughput of DS-CDMA/unslotted ALOHA radio networks with Markovian arrival processes", International Journal of Communication Systems, 26, 3, 369–379, 2013/03, SCI&EI
  • "Iterative Channel Decoding for PC-Based Software Radio DVB-T Receiver", Wireless Personal Communications, 69, 1, 403-411, 2013/03, SCI&EI
  • "Reed-Solomon Decoder Optimization for PC-Based DVB-T Software Radio Receiver", Information-An International Interdisciplinary Journal, 15, 8, 3485-3498, 2012/08, SCI
  • "Iterative Multicarrier Detector and LDPC Decoder for OFDM Systems", WSEAS Trans. Commun.., 11, 3, 124-134, 2012/03, EI
  • "A Novel ICI self-cancellation scheme for OFDM systems", International Journal of Communication Systems, 24, 11, 1496-1505, 2011/11, SCI
  • "A Division-Free (255, k) RS Code Syndrome Computation Scheme for PC-based DVB-T Software Radio Implementation", ICIC Express Letters, Part B: Applications, 2, 4, 805-808, 2011/08, EI
  • "Comprehensive Performance Comparison of IDMA and DS-CDMA", ICIC Express Letters, Part B: Applications, 2, 4, 853-858, 2011/08, EI
  • "Simpler throughput analysis of CDMA/Unslotted ALOHA radio networks with variable message length based on M/M/inf queueing model", Wireless Personal Communications, 53, 2, 153-162, 2010/04, SCI&EI
  • "Simpler and more accurate throughput analysis of a DS CDMA/Unslotted ALOHA system with two user classes based on M/M/infinity queueing model", International Journal of Communication Systems,, 22, 8, 989-1000, 2009/08, SCI&EI
  • "Sequential detection for multiuser MIMO CDMA systems with single spreading code per user", IEEE Transactions on Wireless Communications, 8, 7, 3492-3497, 2009/07, SCI&EI
  • "Completed analysis of cellular networks with PH-renewal arrival call", Computer Communications, 2, 6, 1015-1130, 2009/04, SCI&EI
  • "Multistage Channel Estimation and Data Detection for Multi-antenna CDMA Systems with Single Spreading Code Per User", IEICE Transactions on Communications, E90-B, 12, 3523-3529, 2007/12, SCI&EI
  • "Performance of LDPC Codes in Direction-Detection Optical PPM Channels", Journal of Optical Communications, 28, 6, 282-284, 2007/12, EI
  • "Joint Symbol Synchronization and Turbo Decoding for Photon-limited Optical PPM Channels", Journal of Optical Communications, 28, 6, 285-288, 2007/12, EI
  • "A Fuzzy PIC Multiuser Detection/Vector Channel estimation Scheme in Rayleigh Fading Channels", International Journal of Communication Systems, 20, 11, 1285-1298, 2007/11, SCI&EI
  • "Vector Channel Estimation and Multiuser Detection for Multicarrier DS CDMA in Time and Frequency Selective Fading Channels", Wireless Personal Communications, 43, 10, 481-494, 2007/10, SCI&EI
  • "Joint synchronization and decoding for photon-limited optical channels: code design and complexity reduction", IEEE Transactions on Communications, 55, 7, 1318-1324, 2007/07, SCI&EI
  • "Performance of LDPC-coded optical on-off keying communication systems", Microwave and Optical Technology Letters, 49, 4, 976-979, 2007/04, SCI&EI
  • "Fuzzy adaptive partial parallel multistage detection for MIMO systems", Electronics Letters, 43, 6, 352-353, 2007/03, SCI&EI
  • "Notebook PC Based Real-Time Software Radio DAB Receiver", IEICE Transactions on Communications, E89B, 12, 3208-3214, 2006/12, SCI&EI
  • "A Simplified Decoding Scheme of an Optical Transform Domain Error Control Code", Journal of Optical Communications, 27, 4, 238-240, 2006/08, EI
  • "Iterative Vector Channel Estimation/MAP/PIC for CDMA Systems in Time-Selective Correlated Multipath Fading Chan", IEEE Transactions on Communication, 54, 4, 514-518, 2006/04, SCI&EI
  • "An Iterative ICI Cancellation and Decoding Scheme for Coded OFDM Systems in Mobile Channels", IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences, 88, 11, 2005/11, SCI
  • "Synchronous Wavelength Reusing/Sharing Protocols for Non-regenerative WDM Photonic Dual Buses", IEEE Journal on Selected Areas in Communications, 23, 8, 2005/08, SCI
  • "An Adaptive Partial Parallel Multistage Detection for MIMO Systems", IEEE Trans. Commun, 53, 4, 2005/04, SCI
  • "Bit error probability of turbo-coded PPM systems with and without perfect synchronization", J. Optical Communications, 24, 5, 2003/10, EI
  • "Closed-form four-channel monopulse two-target resolution", IEEE Transactions on Aerospace and Electronic Systems, 39, 3, 2003/07, SCI
  • "Kalman Channel Estimation and Parallel Interference Cancellation for Synchronous CDMA Mobile Radio Channels", IEICE Trans. Communications, 86, 6, 2003/06, SCI
  • "An optical error correction code with spectrum domain decoding", IEEE Trans. Commun., 51, 5, 2003/05, SCI
  • "A High-Throughput Multicarrier DS CDMA/ALOHA Network", IEICE Trans. Communications, 86, 4, 2003/04, SCI

研討會論文

  • "Cache-Assisted Content Delivery for NOMA-Based Satellite-Edge-Terminal Cooperation Networks", IEEE Globecom 2023, Kuala Lumpur, Malaysia, 2023/12/04
  • "Task Partition-Based Intelligent Offloading for Cache-Assisted Cloud-Edge Cooperation Networks", IEEE Globecom 2023, Kuala Lumpur, Malaysia, 2023/12/04

研究計畫

  • 剪枝策略學習: 加速無線IoT視訊通訊中最佳跨層資源分配(2/2), 2024/08/01~2025/07/31
  • 剪枝策略學習: 加速無線IoT視訊通訊中最佳跨層資源分配(1/2), 2023/08/01~2024/07/31
  • 112年大專校院教學實踐研究計畫-於碩專班新世代資通訊技術課程中運用「數位翻轉」和「邊緣雲運算能力檢核系統」以降低學生學習焦慮與增進實作能力之研究, 2023/08/01~2024/07/31
  • 112-113年委辦教育部教育基金會資訊網擴充及維護, 2023/02/01~2025/01/31
  • 雲邊資源跨層協同分配與智慧優化技術研究, 2023/01/01~2023/12/31
  • 結合PDNOMA和SCMA的視訊傳輸系統資源配置-數學優化與監督/非監督/模仿學習, 2022/08/01~2023/07/31
  • 111年大專校院教學實踐研究計畫-結合「課內翻轉混合式翻轉教學法」「WSQ策略學習單」和「業師協同教學」於降低學生感知負荷與增進學習成效之研究---以人工智慧在資通訊技術應用實務為例, 2022/08/01~2023/07/31
  • 110年高等教育深耕計畫-教學實踐研究先導計畫, 2021/08/01~2022/07/31
  • 下行OFDMA / NOMA視訊傳輸之基於中斷容量的資源分配：非深度學習和資料/模型驅動深度學習方法, 2020/08/01~2021/07/31
  • 109年度大專校院教學實踐研究計畫-回應"老師您教的都是沒用的東西"-結合業師實作業界項目對大學部行動通訊網路課程學生之學習成效之影響, 2020/08/01~2021/07/31
  • 109年高等教育深耕計畫-校內109年度教學實踐研究計畫, 2020/08/01~2021/07/31
  • 上行多天線非正交多重存取視訊傳輸系統之跨實體及應用層使用者配對和最佳功率分配, 2019/08/01~2020/07/31
  • 108年度大專院校教學實踐研究計畫-結合業師探討業界專案和業師聯合指導實作專題的PBL教學法對ICT課程學生的學習態度動機和成效之影響, 2019/08/01~2020/07/31
  • 108年高等教育深耕計畫-校內108年度教學實踐研究計畫, 2019/08/01~2020/07/31
  • MU-MIMO OFDMA視訊傳輸系統之視訊品質最佳化的跨層資源分配, 2018/08/01~2019/07/31
  • 106年技職校院獎勵科技大學及技術學院教學卓越計畫管考平臺計畫, 2017/01/01~2017/12/31
  • 跨實體層，資料鏈結層和應用層的上行OFDMA影像傳輸系統資源分配, 2016/08/01~2017/07/31
  • 考慮訊息交換錯誤的分散式半正交空時區塊碼之編碼矩陣設計和效能分析, 2012/08/01~2013/07/31
  • 具分式查核矩陣之新型低密度查核迴旋碼其理論建構與硬體實現之研究, 2011/08/01~2012/07/31
  • 合作式通訊網路中考慮訊息交換錯誤的分散式Hybrid MIMO Transceiver Scheme, 2011/08/01~2012/07/31
  • 教育部補助100-101年度獎勵科技大學教學卓越計畫-主軸一活化教師教學與實務-薪傳計畫, 2011/01/01~2011/12/31
  • 結合可調性調變編碼及功率變化和truncated ARQ的跨層頻譜效率最佳化(2/2), 2010/08/01~2011/07/31
  • 應用具跨層設計特色之新式低密度位元檢測碼於無線多媒體網路通訊之研究-理論建構與硬體實現(3/3), 2010/08/01~2011/07/31
  • 結合可調性調變編碼及功率變化和truncated ARQ的跨層頻譜效率最佳化(1/2), 2009/08/01~2010/07/31
  • 應用具跨層設計特色之新式低密度位元檢測碼於無線多媒體網路通訊之研究-理論建構與硬體實現(2/3), 2009/08/01~2010/07/31
  • 高鐵上影音通訊系統之通道特性分析與效能提昇技術研究 (1/3), 2009/03/01~2009/12/31
  • IDMA交錯器設計功率配置和檢測演算法, 2008/08/01~2009/07/31
  • 應用具跨層設計特色之新式低密度位元檢測碼於無線多媒體網路通訊之研究-理論建構與硬體實現(1/3), 2008/08/01~2009/07/31
  • IDMA系統設計與應用, 2007/08/01~2008/07/31
  • 以PC為平台的DVB軟體接收機效能和速度升級, 2007/05/01~2008/04/30
  • 具MMPP到達程序的DS CDMA/ pure ALOHA無線網路之throughput分析, 2006/08/01~2007/07/31
  • 以PC為基礎的DVB-T軟體無線電接收機, 2006/05/01~2007/04/30
  • 以時頻雙展MC DS CDMA/MIMO為基礎的無所不在的寬頻行動通訊網路-PHY and MAC Layers, 2005/08/01~2006/07/31
  • 工業用多串列埠 Mini PCI Express 通訊介面裝置, 2005/05/01~2006/04/30
  • MIMO CDMA中反覆式向量通道估計MIMO偵測與多使用者偵測之理論研究與硬體實現, 2004/08/01~2005/07/31
  • 加油站加汽機專屬通訊協定和整體網路通訊系統, 2004/05/01~2005/04/30
  • 在高Doppler spread衰落通道中多載波直接序列CDMA之向量通道估計及其應用(2/2), 2003/08/01~2004/07/31
  • 非再生性雙匯流排光纖網路協定之技術發展, 2003/06/01~2004/05/31
  • 在高Doppler spread衰落通道中多載波直接序列CDMA之向量通道估計及其應用(1/2), 2002/08/01~2003/07/31
  • 快速光學錯誤控制碼之技術發展, 2002/06/01~2003/05/31
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