通訊工程學系

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  GEO/LEO modem 軟體開發研究計畫

  Chen, Y.-M. (PI)

  1/12/23 → 30/11/24

  研究計畫: Research

  • DVB-S 100%
  • Hardware IP 100%
  • Digital Hardware 100%
  • Communication Signal Processing 100%
  • Development Research 100%

• 衛星通訊系統內頻譜共享配置與隨機存取資源配置之設計與研究

  Sheu, S.-T. (PI)

  1/08/23 → 31/07/24

  研究計畫: Research

• 整合目標感測與語義感知之次世代空中通訊網路技術(1/3)

  Chen, Y.-J. (PI)

  1/08/23 → 31/07/24

  研究計畫: Research

• 異質性網路下分散式邊緣學習應用於壓縮相位回復之研究

  Yang, M.-H. (PI)

  1/08/23 → 31/07/24

  研究計畫: Research

• 俱時效性任務在行動網路平行卸載與資源有效分配演算法之設計與效能評估

  Chen, Y.-W. (PI)

  1/08/23 → 31/07/24

  研究計畫: Research

• 多代理人深度強化學習在V2X網路中之多樣性和擴展性議題研究(1/2)

  Huang, C.-W. (PI)

  1/08/23 → 31/07/24

  研究計畫: Research

• 6G三維通訊下分波束多重接取之預編碼及資源管理優化研究(2/3)

  Ku, M.-L. (PI)

  1/08/23 → 31/07/24

  研究計畫: Research

• 具頻譜效率的空時區塊編碼空間調變

  Wei, R.-Y. (PI)

  1/08/23 → 31/07/24

  研究計畫: Research

• 分散式移動群眾感知架構下多用戶協作感測任務分配之最佳化研究(1/2)

  Hu, C.-L. (PI)

  1/08/23 → 31/07/24

  研究計畫: Research

• 基於人工智慧與機器學習之可重構智慧表面輔助之物聯網(1/3)

  Ku, M.-L. (PI)

  1/01/23 → 31/12/23

  研究計畫: Research

• 112年度【中壢遙傳追蹤指令站操作維護計畫】

  Chen, Y.-F. (PI)

  1/01/23 → 31/12/23

  研究計畫: Research

  • Maintenance Support 100%
  • Ground Station 100%
  • Telemetry 100%
  • FORMOSAT 100%
  • Operation and Maintenance 100%

• 具時效性任務卸載之行動邊緣運算與無線網路資源整合配置排程演算法研究

  Chen, Y.-W. (PI)

  1/08/22 → 31/07/23

  研究計畫: Research

  • IoT Services 100%
  • Delay-sensitive Tasks 100%
  • 5G IoT 100%
  • Media Activity 100%
  • Dedicated Resource 100%

• 運用於車雲網路資源分配之多代理人深度增強式學習方法(3/3)

  Huang, C.-W. (PI)

  1/08/22 → 31/07/23

  研究計畫: Research

  • Vehicle Platform 100%
  • Multi-agent Deep Reinforcement Learning (MADRL) 100%
  • Resource Allocation 100%
  • Multi-view Video 100%
  • Anomaly Detection 100%

• 6G三維網路中之合作式邊緣智慧系統

  Chen, Y.-J. (PI)

  1/08/22 → 31/07/23

  研究計畫: Research

  • UAV 100%
  • Unmanned Aerial Vehicle 100%
  • Mobile Edge Computing 66%
  • Unmanned Aerial Vehicle System 50%
  • Edge Computing 40%

• FANET環境下無人機群任務執行時間之最佳化研究

  Hu, C.-L. (PI)

  1/08/22 → 31/07/23

  研究計畫: Research

  • Unmanned Aerial Vehicle 100%
  • UAV 87%
  • Flying Ad Hoc Network (FANET) 50%
  • Traffic Risk 50%
  • Spatiotemporal Traffic Data 50%

• 6G三維通訊下分波束多重接取之預編碼及資源管理優化研究(1/3)

  Ku, M.-L. (PI)

  1/08/22 → 31/07/23

  研究計畫: Research

  • Transmission Design 100%
  • Energy-balanced 100%
  • Packet Transmission 100%
  • Short Chain 100%
  • PEGASIS 100%

• 混合式波束成形系統之無線電資源配置演算法設計

  Chen, Y.-F. (PI)

  1/08/22 → 31/07/23

  研究計畫: Research

  • Hybrid Precoding 100%
  • Multiuser 100%
  • Deep Neural Network 88%
  • Deep Learning Method 88%
  • Uplink 66%

• 以低軌道衛星通訊系統為基礎應用於物聯網之隨機存取程序及頻譜資源配置設計與研究

  Sheu, S.-T. (PI)

  1/08/22 → 31/07/23

  研究計畫: Research

  • Low Earth Orbit 100%
  • Propagation Delay 83%
  • Satellite Communication Network 66%
  • New Radio 50%
  • Satellite Communication 50%

• 高多樣性之廣義相差空間調變

  Wei, R.-Y. (PI)

  1/08/22 → 31/10/23

  研究計畫: Research

  • Differential Spatial Modulation 100%
  • Space-time Block Codes 100%
  • space-time block coded 100%
  • Spatial Modulation 100%
  • Diversity Order 66%

• 基於稀疏特性的無相角未定性相位回復之研究：演算法及效能分析

  Yang, M.-H. (PI)

  1/07/22 → 31/07/23

  研究計畫: Research

  • Sparse Phase Retrieval 100%
  • Information Retrieval 100%
  • Sparse Signal 40%
  • Performance Guarantee 40%
  • Retrieval Scheme 40%

• 雷達訊號模擬器數位訊號處理演算法之研究-3

  Chen, Y.-M. (PI)

  1/07/22 → 30/06/23

  研究計畫: Research

  • DSP Algorithms 100%
  • Radar Signal 100%
  • Emulator 100%
  • Radio Platform 100%
  • Radar Target 100%

• 低軌衛星毫米波巨量陣列天線波束控制及跳躍機制研究

  Ku, M.-L. (PI)

  1/05/22 → 30/04/24

  研究計畫: Research

  • Massive Antenna Array 100%
  • Low Earth Orbit Satellites 100%
  • Beamforming 100%
  • Millimeter Wave 100%
  • Low Earth Orbit 100%

• 111年度智慧創新跨域人才培育聯盟計畫

  Hu, C.-L. (PI)

  1/02/22 → 31/01/23

  研究計畫: Research

  • Cultivation Plan 100%
  • Talent Cultivation 100%
  • Big Data 100%
  • Main Purpose 100%

• 軟體定義無線電平台技術Technologo of Software-Defined Radio (SDR) platform 課程訓練

  Chen, Y.-M. (PI)

  1/10/21 → 30/04/22

  研究計畫: Research

  • Software Defined Radio 100%
  • RF Front-end 100%
  • software-defined radio 100%
  • Configuration Interface 50%
  • Hardware Description 50%

• 物聯網服務在4G/5G無線網路上行隨機存取演算法設計比較與應用分析(2/2)

  Chen, Y.-W. (PI)

  1/08/21 → 31/07/22

  研究計畫: Research

  • Internet-Of-Things 100%
  • Random Access 77%
  • Internet of Things 66%
  • Reinforcement Learning 66%
  • Resource Allocation 66%

• 融合低軌道衛星與智慧型空中基地台之自組織非地面網路系統

  Chen, Y.-J. (PI)

  1/08/21 → 31/07/22

  研究計畫: Research

  • Terrestrial Network 100%
  • Reinforcement Learning 70%
  • Link Selection 64%
  • Hybrid Satellite-terrestrial Network 57%
  • Unmanned Airborne Vehicle 50%

• 運用於車雲網路資源分配之多代理人深度增強式學習方法(2/3)

  Huang, C.-W. (PI)

  1/08/21 → 31/07/22

  研究計畫: Research

  • Multi-agent Deep Reinforcement Learning (MADRL) 100%
  • Resource Allocation 100%
  • Multi-Agent Deep Reinforcement Learning 100%
  • Reinforcement Learning 100%
  • Edge Computing 100%

• 混合式波束成形系統之演算法設計

  Chen, Y.-F. (PI)

  1/08/21 → 31/07/22

  研究計畫: Research

  • Receiver Performance 100%
  • MmWave Transmission 100%
  • Pulse Shaping Filter 100%
  • Exponential Pulse 100%
  • Exponential Filter 100%

• 物聯網服務在4G/5G無線網路上行隨機存取演算法設計比較與應用分析(1/2)

  Chen, Y.-W. (PI)

  1/08/20 → 31/07/21

  研究計畫: Research

  • Service Analysis 100%
  • Uplink Random Access 100%
  • 5G Mobile Networks 100%
  • Random Access Protocol 100%
  • Applicability Analysis 100%

• 無人機無線感測技術應用於非直線可視環境下的人體偵測與定位

  Chen, Y.-J. (PI)

  1/08/20 → 31/07/21

  研究計畫: Research

  • Human Localization 100%
  • Wireless Sensing 100%
  • Human Detection 100%
  • UAV 100%
  • Non-line-of-sight (NLoS) 100%

• 優化 NB-IoT 系統隨機存取機制之研製(2/2)

  Sheu, S.-T. (PI)

  1/08/20 → 31/07/21

  研究計畫: Research

  • Ultra-low 100%
  • Low-latency Communications 100%
  • Ultra-reliable 100%
  • Unlicensed Spectrum 100%
  • Communication Latency 100%

• 一種結合SVM/CNN深度學習架構以改善HEVC編碼效能及計算複雜度之研究

  Lin, Y.-Y. (PI)

  1/08/20 → 31/01/22

  研究計畫: Research

  • Hevc 100%
  • High Efficiency Video Coding 100%
  • Deep Learning Architectures 100%
  • Coding Performance 100%
  • Computational Complexity 100%

• 基於生成對抗網路之視覺追蹤

  Tang, C.-W. (PI)

  1/08/20 → 31/07/21

  研究計畫: Research

  • Generative Adversarial Networks 100%
  • 360-degree Video 100%
  • Network Applications 50%
  • Efficient Scale 50%
  • Scale-recurrent Network 50%

• 運用於車雲網路資源分配之多代理人深度增強式學習方法(1/3)

  Huang, C.-W. (PI)

  1/08/20 → 31/07/21

  研究計畫: Research

  • Multi-agent Deep Reinforcement Learning (MADRL) 100%
  • Resource Allocation 100%
  • Multi-Agent Deep Reinforcement Learning 100%
  • Reinforcement Learning 100%
  • Edge Computing 100%

• 具波束成形之上行非正交多重接取系統資源配置研究(2/2)

  Chen, Y.-F. (PI)

  1/08/20 → 31/07/21

  研究計畫: Research

  • Algorithm Design 100%
  • Adaptive Iteration 80%
  • Iterative Algorithm 80%
  • Orthogonal Frequency Division multiplexing System 80%
  • MIMO-OFDM 80%

• 多用戶上鏈通訊之綠能功率控制:從捲積神經網路及深度強化學習觀點

  Ku, M.-L. (PI)

  1/08/20 → 31/07/21

  研究計畫: Research

  • Wireless Sensor Networks 100%
  • Transmission Approach 100%
  • Multipath Routing 100%
  • Hybrid Transmission 100%
  • Wireless Sensor Network 100%

• 相差空間調變之深入研究(2/2)

  Wei, R.-Y. (PI)

  1/08/20 → 31/07/21

  研究計畫: Research

  • Differential Spatial Modulation 100%
  • Diversity Order 66%
  • Advanced Research 50%
  • Massive multiple-input multiple-output (mMIMO) 50%
  • Power Consumption 50%

• 基於5G多重接取邊緣計算與軟體定義網路的整合架構之資料傳輸和網路資源管理

  Hu, C.-L. (PI)

  1/08/20 → 31/07/21

  研究計畫: Research

  • Internet-Of-Things 100%
  • Home Network 85%
  • Media Stream 85%
  • Event-triggered 85%
  • IoT-based 85%

• 5G無人飛行機之高安全與低延遲的數據傳輸設計與系統平台開發 High Security and Low Latency Data Transmission Platform for 5G-connected Unmanned Aerial Vehicle(2/2)

  Chen, Y.-J. (PI)

  1/05/20 → 30/04/21

  研究計畫: Research

  • UAV 100%
  • Unmanned Aerial Vehicle 100%
  • Aerial 52%
  • Multi-agent Reinforcement Learning 50%
  • Multi-Agent Reinforcement Learning 50%

• 降低高效率視訊編碼(High Efficiency Video Coding, HEVC)計算複雜度之研究(3/3)

  Lin, Y.-Y. (PI)

  1/08/19 → 31/07/20

  研究計畫: Research

• 基於深度學習之360度視訊分析與處理

  Tang, C.-W. (PI)

  1/08/19 → 31/07/20

  研究計畫: Research

  • 360-degree Video 100%
  • People Tracking 80%
  • Cubemap 80%
  • Equiangular 80%
  • Network Applications 80%

• 優化 NB-IoT 系統隨機存取機制之研製(1/2)

  Sheu, S.-T. (PI)

  1/08/19 → 31/07/20

  研究計畫: Research

  • Uplink 100%
  • Retransmission 94%
  • Coordination Modes 88%
  • Retransmission Mechanism 88%
  • Ultra-reliable Low-latency Communication (URLLC) 88%

• 行動物聯網環境下資料傳輸與網路資源管理技術之研究

  Hu, C.-L. (PI)

  1/08/19 → 31/07/20

  研究計畫: Research

  • Home Network 100%
  • Internet-Of-Things 76%
  • Quality of Service 72%
  • IoT-based 66%
  • Message Forwarding 51%

• 基於深度學習之音視訊特徵學習、內容理解與應用－子計畫五：基於深度學習整合視訊及聲訊之偵測與描述(3/3)

  Chang, P.

  1/08/19 → 31/07/20

  研究計畫: Research

• 基於深度學習之綠能無線通訊:功率控制及最佳化

  Ku, M.-L. (PI)

  1/08/19 → 31/07/20

  研究計畫: Research

  • Energy Engineering 100%
  • Outage Probability 75%
  • Markov Decision Process 50%
  • Bidirectional Communication 50%
  • Energy Harvesting Nodes 50%

• 具波束成形之上行非正交多重接取系統資源配置研究(1/2)

  Chen, Y.-F. (PI)

  1/08/19 → 31/07/20

  研究計畫: Research

  • User Selection 100%
  • Beamforming System 100%
  • Beamforming 100%
  • Power Allocation 72%
  • Power Control 72%

• 相差空間調變之深入研究(1/2)

  Wei, R.-Y. (PI)

  1/08/19 → 31/07/20

  研究計畫: Research

  • Differential Spatial Modulation 100%
  • Antenna 88%
  • Transmitter Antenna 77%
  • Spatial Modulation 66%
  • Modulation Scheme 66%

• 實現創新V2X車眾智慧合作共享服務的自駕車雲網的關鍵技術研究 - 子計畫二：運用於車載網路資源分配之多代理人增強式學習方法

  Huang, C.-W. (PI)

  1/08/19 → 31/07/20

  研究計畫: Research

• 小型基地台干擾協調與最佳化負載平衡研(2/2)

  Lin, J.-C. (PI)

  1/08/19 → 31/07/20

  研究計畫: Research

  • Correlated Nakagami-m Fading Channels 100%
  • Covariance Matrix 100%
  • nakagami-m fading channel 100%
  • Joint Probability Density Function 50%
  • Phase Difference 50%

• 5G無人飛行機之高安全與低延遲的數據傳輸設計與系統平台開發 High Security and Low Latency Data Transmission Platform for 5G-connected Unmanned Aerial Vehicle(1/2)

  Chen, Y.-J. (PI)

  1/05/19 → 30/04/20

  研究計畫: Research

  • UAV 100%
  • Unmanned Aerial Vehicle 100%
  • Trajectory Optimization 40%
  • Outage Constraint 40%
  • Mobile Edge Caching 40%