國立中央大學教師履歷平台

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古孟霖

Ku, Meng-Lin

mlku@ce.ncu.edu.tw

高教深耕計畫

教學創新推動：6G技術融入計畫
1140101~1141231
雙語教學推動計畫-通訊系
1140101~1141231
下世代通訊技術教學創新與推動
1130101~1131231
專題實作與創新教學
1120101~1121231

在職專班

110學年度通訊系碩士在職專班
1100701~1110731

其他補助

「5G行動寬頻跨校教學聯盟第3期計畫」課程發展計畫
1100401~1120331
[5G通訊,多輸入多輸出通訊系統 , 5G Communications,Multi-input Multi-output Communication Systems]
行動寬頻尖端技術課程推廣計畫-課程一MIMO無線通訊
1051201~1070228

國科會計畫統計

邁向永續聯邦式學習與無線資源優化
1140801~1150731
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
1140101~1141231
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
1130801~1140731
[第六代通訊,三維網路,分波束多重接取,低軌衛星通訊,無人機,行動中繼,預編碼,用戶排程,通道預測,自適應多波束空間,凸優化,深度學習 , 6G communications,3D networking,beam-division multiple access,low earth orbit (LEO) satellite communications,unmanned aerial vehicles,relays,precoders,user scheduling,channel prediction,adaptive multi-beam space,convex optimization,deep learning]
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
1130101~1131231
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
1120801~1130731
[第六代通訊,三維網路,分波束多重接取,低軌衛星通訊,無人機,行動中繼,預編碼,用戶排程,通道預測,自適應多波束空間,凸優化,深度學習 , 6G communications,3D networking,beam-division multiple access,low earth orbit (LEO) satellite communications,unmanned aerial vehicles,relays,precoders,user scheduling,channel prediction,adaptive multi-beam space,convex optimization,deep learning]
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
1120101~1121231
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
1110801~1120731
[第六代通訊,三維網路,分波束多重接取,低軌衛星通訊,無人機,行動中繼,預編碼,用戶排程,通道預測,自適應多波束空間,凸優化,深度學習 , 6G communications,3D networking,beam-division multiple access,low earth orbit (LEO) satellite communications,unmanned aerial vehicles,relays,precoders,user scheduling,channel prediction,adaptive multi-beam space,convex optimization,deep learning]
多無人機獵能通訊之優化及強化學習：飛行軌跡、節點關聯及功率控制設計
1100801~1110731
[無人機通訊,能量獵取,無人機軌跡,通訊關聯,功率控制,凸優化,強化學習 , Unmanned aerial vehicle (UAV) communication,energy harvesting (EH),UAV trajectory,communication association,power control,convex optimization,reinforcement learning (RL)]
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
1090801~1100731
[綠能無線通訊,能量獵取,功率控制,上鏈通訊,多用戶通訊,捲積神經網路,深度強化學習 , Green wireless communications,energy harvesting,power control,uplink communications,multiuser communications,convolutional neural networks,deep reinforcement learning]
基於深度學習之綠能無線通訊:功率控制及最佳化
1080801~1090731
[綠能無線通訊,功率控制,凸優化,深度學習,多層感知器,長短期記憶神經網路,多用戶干擾 , Green wireless communications, power control, convex optimization, deep learning, multilayer perceptron (MLP), long short-term memory network (LSTM), multi-user interference]
利用自干擾於全雙工中繼通訊:訊號解碼與能量獵取
1070801~1080731
[中繼網路,全雙工通訊,訊號解碼,能量獵取,通道容量,中斷概率,符元錯誤率 , Relay networks, full-duplex communications, signal decoding, energy harvesting, channel capacity, outage probability, symbol error rate]
無線獵能通訊波束成形及資源管理設計:通道狀態資訊不準確之情境
1060801~1070731
[ Wireless-powered communications, channel uncertainty, limited CSI feedback, beamforming, resource management, massive antennas,]
無線獵能通訊波束成形及資源管理設計與實現
1050801~1060831
[無線獵能通訊,波束成形,資源管理 , Wireless-powered communications, antenna beamforming, resource management]
綠能無線通訊之能量、訊息及頻普合作技術研究
1040801~1050731
[Green wireless communication, solar power, cooperative networks, cognitive radios, transmissionpolicy ]

產學合作計畫統計

中壢遙傳追蹤指令站操作維護計畫(115年)
1150101~1151231
[中壢遙傳追蹤指令站操作維護 , Maintenance Support of Telemetry Tracking and acommand Chung-Li Ground Station]
114年度中壢遙傳追蹤指令站操作維護計畫
1140101~1141231
[114年度【中壢遙傳追蹤指令站操作維護計畫】 , Maintenance Support of Telemetry Tracking and acommand Chung-Li Ground Station]
中壢遙傳追蹤指令站操作維護計畫(113年)
1130101~1131231
[中壢遙傳追蹤指令站操作維護計畫（113年） , Maintenance Support of Telemetry Tracking and acommand Chung-Li Ground Station]
2024臺灣電信年會
1120810~1130331
[2024臺灣電信年會 , 2024 Taiwan Telecommunications Annual Symposium]
低軌衛星毫米波巨量陣列天線波束控制及跳躍機制研究
1110501~1130430
[低軌衛星,毫米波通訊,巨量天線,波束控制,波束跳躍 , low Earth orbit (LEO) satellites,millimeter-wave (mmWave) communications,massive antennas,beam control,beam hopping]

期刊著作

Deep Learning for Robust ARIS-Aided Multiuser MIMO Networks With Channel Uncertainty
IEEE Transactions on Wireless Communications, 25, 5986-6003, 2026-01-01
[ deep learning,Reconfigurable intelligent surface,robust optimization,uncertainty injection ]
MTRSRP: Joint Design of Multi-Triangular Ring and Self-Routing Protocol for BLE Networks
Sensors, 25, 15, 2025-08-01
[ decentralized strategy,multi-triangular ring,scatternet formation,self-routing protocol ]
Hardware Impairment Aware Transmit Power Minimization for Secure RIS-Aided Full-Duplex NOMA Communications
IEEE Transactions on Green Communications and Networking, 9, 3, 1153-1166, 2025-01-01
[ and secure communication,Full-duplex,hardware impairments,non-orthogonal multiple access,reconfigurable intelligent surface,resource allocation ]
Experimental Validation of Crosstalk Reduction for Wideband MIMO Transceiver Systems
IEEE Access, 13, 143883-143895, 2025-01-01
[ Calibration,least squares (LS),multiple-input multiple-output (MIMO),software-defined radio platform,transceiver calibration,transceiver coupling,transceiver crosstalk ]
Spatial Nulling and MIMO Pre-Processing Design for Dual mmWave Active Array SDR Platform With OTA Effects
IEEE Access, 13, 159582-159596, 2025-01-01
[ fast Doppler,mmWave active array,multiple input multiple output (MIMO),phase shifters,pre-processing filter,software defined radio (SDR),spatial nulling ]
Robust Wireless Localization in UAV Swarm Networks: A Deep-Graph-Generator-Assisted Convex Optimization Approach
IEEE Internet of Things Journal, 12, 20, 41664-41677, 2025-01-01
[ Anomaly detection,convex optimization,deep learning,received signal strength (RSS),unmanned aerial vehicle (UAV),wireless localization ]
RSMA-Enabled Aerial RIS-Aided MU-MIMO System for Improved Spectral-Efficient URLLC
IEEE Transactions on Vehicular Technology, 74, 2, 3110-3127, 2025-01-01
[ active and passive beamforming,downlink (DL) communication,multi-user,multiple-input-multiple-output system,Rate-splitting multiple access (RSMA),reconfigurable intelligent surface (RIS),sum-rate maximization,ultra-reliable low-latency communication (URLLC) ]
Joint Space-Time Interference Cancellation for mmWave Active Array SDR Platforms in Coexistent Sensing and Communication Systems
IEEE Access, 13, 49836-49851, 2025-01-01
[ analog beamforming,exhaustive searcher,genetic algorithm,integrated sensing and communication systems,interference cancellation,mmWave active array,nulling beamforming,overall-the-air (OTA),phase shifters,regenerate interference signal,software-defined radio (SDR) platform ]
Green Multi-Active RIS-Aided Secure Full-Duplex IoT Networks With Imperfect CSI: A Power Minimization Approach
IEEE Internet of Things Journal, 12, 8, 10932-10947, 2025-01-01
[ Active reconfigurable intelligent surface (ARIS),beamforming design,full-duplex (FD),imperfect Channel State Information (iCSI),Internet of Things (IoT) ]
Secure RIS-Aided FD NOMA Communications for Hardware Impaired IoT Networks
IEEE Internet of Things Journal, 12, 14, 28332-28347, 2025-01-01
[ Full-duplex (FD) and nonorthogonal multiple access (NOMA),hardware impairments (HWIs),Internet of things (IoT),reconfigurable intelligent surface,secure communication ]
UAV Trajectory, User Association, and Power Control for Multi-UAV-Enabled Energy-Harvesting Communications: Offline Design and Online Reinforcement Learning
IEEE Internet of Things Journal, 11, 6, 9781-9800, 2024-03-15
[ Convex optimization,energy harvesting (EH),power control,reinforcement learning (RL),UAV communication,unmanned aerial vehicle (UAV) trajectory,user association ]
Energy-Efficient STAR-RIS-Aided MU-MIMO for Next-Generation URLLC Systems
IEEE Transactions on Wireless Communications, 23, 11, 17807-17822, 2024-01-01
[ energy-efficient resource allocation,energy-efficient ultra-reliable low-latency communications (URLLC),Simultaneous transmitting and reflecting reconfigurable intelligent surface (STAR-RIS) ]
Secrecy Rate Maximization for Active RIS-Aided Robust Uplink NOMA Communications
IEEE Wireless Communications Letters, 13, 11, 2960-2964, 2024-01-01
[ Active reconfigurable intelligent surface (RIS),beamforming design,non-orthogonal multiple access (NOMA) ]
Digital Precoders for Partially Spectral Overlapping Subarrays in mmWave Satellite Communications
IEEE Access, 12, 187265-187277, 2024-01-01
[ digital precoder,hybrid beamforming,millimeter wave (mmWave),minimum mean square error (MMSE),Satellite communication ]
Joint Shortest Chain and Fair Transmission Design for Energy-Balanced PEGASIS in WSNs
IEEE Internet of Things Journal, 10, 8, 6803-6817, 2023-04-15
[ Energy balance,Jain's fairness index (JFI),network lifetime,shortest chain length (SCL),wireless sensor networks (WSNs) ]
BRATRA: Balanced Routing Algorithm With Transmission Range Adjustment for Energy Efficiency and Utilization Balance in WSNs
IEEE Internet of Things Journal, 10, 2, 1096-1111, 2023-01-15
[ Balanced routing,network lifecycle,transmission range adjustment,wireless sensor networks (WSNs) ]
Transceiver Design and Power Control for Full-Duplex Ultra-Reliable Low-Latency Communication Systems
IEEE Transactions on Wireless Communications, 21, 2, 1392-1406, 2022-02-01
Trajectory Design and Link Selection in UAV-assisted Hybrid Satellite-terrestrial Network
IEEE Communications Letters, 2022-01-01
[ Autonomous aerial vehicles,Bandwidth,Fading channels,graph neural network (GNN),Low earth orbit satellites; reinforcement learning,satellite networks,Trajectory,Satellites,Signal to noise ratio,trajectory design,Unmanned aerial vehicles (UAVs) ]
BMRHTA: Balanced Multipath Routing and Hybrid Transmission Approach for Lifecycle Maximization in WSNs
IEEE Internet of Things Journal, 9, 1, 728-742, 2022-01-01
Multi-agent reinforcement learning based 3D trajectory design in aerial-terrestrial wireless caching networks
IEEE Transactions on Vehicular Technology, 70, 8, 8201-8215, 2021-08-01
[ multi-agent reinforcement learning,trajectory design,Unmanned aerial vehicles (UAVs),wireless caching ]
Joint Topology Construction and Hybrid Routing Strategy on Load Balancing for Bluetooth Low Energy Networks
IEEE Internet of Things Journal, 8, 8, 7101-7102, 2021-04-15
[ Energy efficiency,hybrid routing,load balance,mesh-ring network,topology construction ]
Energy-Efficient Precoder Design for Downlink Multi-User MISO Networks with Finite Blocklength Codes
IEEE Transactions on Green Communications and Networking, 5, 1, 160-173, 2021-03-01
[ base station,energy efficiency,finite blocklength (FBL) codes,multi-user,multiple-input single-output (MISO),optimization,Precoder design,ultra-reliable low-latency communication (URLLC) ]
Neural Network-Based Power Control Prediction for Solar-Powered Energy Harvesting Communications
IEEE Internet of Things Journal, 2021-01-01
[ Artificial neural networks,Batteries,energy harvesting (EH),multi-user scenario.,Neural networks (NNs),power control,Power control,Receivers,single-user scenario,solar-powered communications,Stochastic processes,Transmitters,Wireless communication ]
Beamforming and Resource Allocation for Charging Power Minimization in Multiuser Wireless-Powered Networks
IEEE Access, 9, 136231-136242, 2021-01-01
[ Energy beamforming,multiple users,power consumption minimization,resource allocation,wireless-powered communications,wirelessly charging ]
DTC-HSR: Distributed Topology Control and Hierarchical Self-Routing for Bluetooth Load Balancing Networks
IEEE Internet of Things Journal, 2021-01-01
[ Bluetooth,Bridges,Hierarchical Routing,Load Balance.,Mesh-Ring Network,Network topology,Routing,Routing protocols,Spread spectrum communication,Topology,Topology Construction ]
Stochastic Power Saving for Macrocell-Assisted Small Cell Networks
Journal of Signal Processing Systems, 92, 12, 1369-1382, 2020-12-01
[ Macrocell , Markov decision process , Power saving , Small cells , User off-loading ]
Full-duplex decode-and-forward relay systems utilizing software-defined radio: From prototyping, implementation to experiments
International Journal of Electrical Engineering, 27, 2, 51-60, 2020-04-01
[ Directional antennas,Full-duplex (FD),Relay systems,Self-inter-ference (SI),Software-defined radio (SDR) ]
On stochastic link and energy scheduling for energy harvesting bidirectional communications
IEEE Access, 8, 20129-20145, 2020-01-01
[ bidirectional communications , Energy harvesting , resource scheduling , solar-powered communications , time-division duplex ]
Self-Calibration of Joint RF Impairments in a Loopback Wideband Transceiver
IEEE Access, 8, 45607-45617, 2020-01-01
[ Calibration procedures , DC I/Q offsets , Frequency-dependent I/Q imbalance , Frequency-independent I/Q imbalance , RF impairment ]
Cooperative SWIPT Transmission in Overlay Multi-Antennas Hierarchical Cognitive Radio Networks
IEEE Access, 7, 6032-6046, 2019-01-01
[ amplify-and-forward (AF) , difference of convex (DC) , energy harvesting (EH) , Hierarchical cognitve radio network (HCR) , semidefinite relaxation (SDR) , simultaneous wireless information and power transfer (SWIPT) ]
Carrier Frequency Offset Estimation Bound for OFDM-Based Single Relay Networks with Multipath Receptions
IEEE Access, 7, 63900-63912, 2019-01-01
[ carrier frequency offset , Cramér-Rao bound , multipath channels , Orthogonal frequency division multiplexing , relay networks ]
Transmission Policy of Two-Way Relay Networks with Multiple Stochastic Energy Harvesting Nodes
IEEE Access, 7, 76967-76984, 2019-01-01
[ Markov decision process (MDP) , outage probability , Stochastic energy harvesting , two-way relay (TWR) network ]
Stochastic energy harvesting and relay selection for two-way dual-relay networks
IEEE Access, 7, 125323-125332, 2019-01-01
[ Energy harvesting , Markov decision process , Relay selection , Two-way relay ]
Toward Optimal Power Control and Transfer for Energy Harvesting Amplify-and-Forward Relay Networks
IEEE Transactions on Wireless Communications, 17, 8, 4971-4986, 2018-08-01
[ amplify-and-forward , convex optimization , cooperative communications , Energy harvesting , power control , wireless power transfer ]
Joint Hybrid Transmission and Adaptive Routing for Lifetime Extension of WSNs
IEEE Access, 6, 21658-21667, 2018-04-14
[ network lifetime , optimization strategy , routing algorithm , topology distribution , Wireless sensor networks ]
Interference cancellation and link quality enhancement design for multiuser multipleinput multiple-output systems with full-duplex relay
IET Communications, 12, 3, 340-348, 2018-02-20
A General Approach Toward Green Resource Allocation in Relay-Assisted Multiuser Communication Networks
IEEE Transactions on Wireless Communications, 17, 2, 848-862, 2018-02-01
[ cooperative relaying , energy efficiency (EE) , Green communications , multiuser , resource allocation ]
Joint Power Waveforming and Beamforming for Wireless Power Transfer
IEEE Transactions on Signal Processing, 65, 24, 6409-6422, 2017-12-15
[ multipath channels , multiple antennas , power waveforming , ultra-wideband , Wireless power transfer ]
Energy-efficient subcarrier pairing and power allocation for DF relay networks with an eavesdropper
Energies, 10, 12, 2017-12-01
[ Decode-and-forward , Eavesdropper , Energy efficiency , Power allocation , Relay networks , Subcarrier pairing ]
On hybrid energy utilization in wireless sensor networks
Energies, 10, 12, 2017-12-01
[ Hybrid energy source , Markov decision process , Wireless sensor network ]
Joint beamforming and resource allocation for wireless-powered device-to-device communications in cellular networks
IEEE Transactions on Wireless Communications, 16, 11, 7290-7304, 2017-11-01
[ Beamforming , Cellular networks , Device-to-device communications , Resource allocation , Wireless-powered communications ]
Novel precoder design with generalized side-information cancellation for multiuser MIMO downlink systems
IEICE Transactions on Communications, E100B, 10, 1911-1920, 2017-10-01
[ Generalized side-information cancellation precoder,MMSE-based channel inversion,Multiuser MIMO downlink ]
Precoding Design for Multiuser MIMO Downlink Communication Systems Using an LQ-Based Cascade GSIC Algorithm
IEEE Access, 5, 20578-20589, 2017-09-25
[ Generalized side-information cancellation (GSIC) , LQ-based GSIC precoder , multiuser MIMO (MU-MIMO) downlink ]
Multiuser MIMO Precoders with Proactive Primary Interference Cancelation and Link Quality Enhancement for Cognitive Radio Relay Systems
IEEE Access, 5, 17701-17712, 2017-09-02
[ cognitive radio , enhanced link quality , interference cancelation , Multiuser MIMO , overlay relay , precoding technology design ]
Power Allocation and Relay Selection in Relay Networks: A Perturbation-Based Approach
IEEE Signal Processing Letters, 24, 9, 1328-1332, 2017-09-01
[ Power allocation , relay networks , relay selection ]
Performance Analysis for Two-Way Network-Coded Dual-Relay Networks with Stochastic Energy Harvesting
IEEE Transactions on Wireless Communications, 16, 9, 5747-5761, 2017-09-01
[ diversity order , Markov decision process , paired-wise error probability , Stochastic energy harvesting , two-way relay network ]
Impact of Imperfect Source-To-Relay CSI in Amplify-And-Forward Relay Networks
IEEE Transactions on Vehicular Technology, 66, 6, 5056-5069, 2017-06-01
[ Amplify-And-forward (AF) , diversity , quantization , relay ]
Power Waveforming: Wireless Power Transfer beyond Time Reversal
IEEE Transactions on Signal Processing, 64, 22, 5819-5834, 2016-11-15
[ multipath channels , power waveforming , ultra-wideband , Wireless power transfer ]
Joint Power Allocation, Equalization, and Relay Selection for MIMO Relay Networks With Multipath Receptions
IEEE Transactions on Vehicular Technology, 65, 7, 5160-5174, 2016-07-01
[ Equalize-and-forward (EF) , multiple-input multiple-output (MIMO) , power allocation , relay networks , relay selection ]
A Spectrum and Energy Cooperation Strategy in Hierarchical Cognitive Radio Cellular Networks
IEEE Wireless Communications Letters, 5, 3, 252-255, 2016-06-01
[ Convex optimization , Energy harvesting (EH) , Hierarchical cognitive radio (HCR) , Semidefinite relaxation (SDR) ]
On Outage Probability for Two-Way Relay Networks with Stochastic Energy Harvesting
IEEE Transactions on Communications, 64, 5, 1901-1915, 2016-05-01
[ . , amplify-And-forward , decode-And-forward , Markov decision process , outage probability , Stochastic energy harvesting , two-way relay network ]
Advances in Energy Harvesting Communications: Past, Present, and Future Challenges
IEEE Communications Surveys and Tutorials, 18, 2, 1384-1412, 2016-04-01
[ cellular networks , cognitive radio networks , cooperative networks , Energy harvesting , multi-user interference networks ]
On Energy Harvesting Gain and Diversity Analysis in Cooperative Communications
IEEE Journal on Selected Areas in Communications, 33, 12, 2641-2657, 2015-12-01
[ cooperative communication , diversity order , Energy harvesting , energy harvesting gain ]
On outage probability for stochastic energy harvesting communications in fading channels
IEEE Signal Processing Letters, 22, 11, 1893-1897, 2015-11-01
[ Markov decision process , outage probability , stochastic energy harvesting ]
Data-Driven Stochastic Models and Policies for Energy Harvesting Sensor Communications
IEEE Journal on Selected Areas in Communications, 33, 8, 1505-1520, 2015-08-01
[ Energy harvesting , Markov decision process , solar-powered communication , stochastic data-driven model , transmission policy ]
Toward green power allocation in relay-assisted multiuser networks: A pricing-based approach
IEEE Transactions on Wireless Communications, 14, 5, 2470-2486, 2015-05-01
[ energy efficiency , Green communications , multiuser relay networks , power allocation ]
Joint antenna beamforming, multiuser scheduling, and power allocation for hierarchical cellular systems
IEEE Journal on Selected Areas in Communications, 33, 5, 896-909, 2015-05-01
[ Hierarchical cell , multiuser beamforming , multiuser scheduling , power allocation , semi-definite relaxation (SDR) ]
Toward optimal multiuser antenna beamforming for hierarchical cognitive radio systems
IEEE Transactions on Communications, 60, 10, 2872-2885, 2012-08-21
[ convex optimization , Hierarchical cognitive radio , multiuser beamforming , power allocation ]
EM-based iterative receivers for OFDM and BICM/OFDM systems in doubly selective Channels
IEEE Transactions on Wireless Communications, 10, 5, 1405-1415, 2011-05-01
[ bit-interleaved coded modulation , expectation-maximization algorithms , inter-carrier interference , Orthogonal frequency division multiplexing , turbo receivers ]
A robust channel estimator for high-mobility STBC-OFDM systems
IEEE Transactions on Circuits and Systems I: Regular Papers, 57, 4, 925-936, 2010-01-01
[ Channel estimator , IEEE 802.16e , Orthogonal frequency division multiplexing , Space-time block code ]
A refined channel estimation method for STBC/OFDM systems in high-mobility wireless channels
IEEE Transactions on Wireless Communications, 7, 11, 4312-4320, 2008-11-01
[ Channel estimation , IEEE 802.16e , Multiple-input multiple-output systems , Orthogonal frequency division multiplexing , Space-time coding ]
A derivation on the equivalence between Newton's method and DF DFT-based method for channel estimation in OFDM systems
IEEE Transactions on Wireless Communications, 7, 10, 3982-3987, 2008-10-01
[ Channel estimation , Decision-feedback , Discrete fourier transform , Newton's method , Orthogonal frequency division multiplexing , Space-time block code ]
A complementary codes pilot-based transmitter diversity technique for OFDM systems
IEEE Transactions on Wireless Communications, 5, 2, 504-508, 2006-03-01
[ Channel estimation , Complementary codes , Orthogonal frequency division multiplex , Space-time coding ]
RSMA-Enabled Aerial RIS-aided MU-MIMO System for Improved Spectral-Efficient URLLC
IEEE Transactions on Vehicular Technology,
[ Rate-splitting multiple access (RSMA),reconfigurable intelligent surface (RIS),ultra-reliable low-latency communication (URLLC),downlink (DL) communication,multiuser,multiple-input multiple-output system,active and passive beamforming,sum-rate maximization ]

研討會著作

Design and Implementation of Spatial Nulling and MIMO Pre-Cancellation on a Dual mmWave SDR Testbed for LEO Satellite Communications
2025-01-01
[ fast Doppler,mmWave active array,multiple input multiple output (MIMO),phase shifters,pre-processing filter,software defined radio (SDR),spatial nulling ]
Joint Beam Hopping with Adaptive Coding and Modulation for LEO Satellite Communications
801-802, 2025-01-01
[ adaptive coding and modulation,Beam hopping,coverage,population density,throughput ]
Active RIS-aided Uplink for Robust and Secure Multi-User Private Industrial Network
2024-10-07
[ Active Reconfigurable Intelligent Surface,Active RIS Beamforming Design,Equalizer Optimization,Power Allocation,Private Industrial Network ]
Active RIS-aided Uplink for Robust and Secure Multi-User Private Industrial Network
2024-01-01
[ Active reconfigurable intelligent surface (RIS),active RIS beamforming design,equalizer optimization,power allocation,private industrial network ]
Reconfigurable Intelligent Surface-Assisted Coordinated Multi-UAV Communications
2024-01-01
[ UAV communications, reconfigurable intelligent surfaces ]
DRL-Based Robust Transmission for Sub-Connected Active RIS-Assisted Communications
584-589, 2023-01-01
[ deep deterministic policy gradient (DDPG),energy efficiency (EE),proximal policy optimization (PPO),Reconfigurable intelligent surface (RIS),sub-connected active RIS ]
UAV Trajectory, User Association and Power Control for Multi-UAV Solar-Powered Networks
2023-01-01
[ UAV communications, trajectory design, solar-powered communications ]
A Novel Balanced Routing Protocol for Lifetime Improvement in WSNs
2022-01-01
[ load balance,network lifetime,routing protocol,Wireless sensor networks ]
Transmission Scheduling for Solar-Powered Wireless Monitoring with Data Immediacy
2022-01-01
[ Solar-powered communication,transmission scheduling,wireless monitoring ]
Pre-Calibration Techniques for Transmitter-Side RF Imbalance and Spectrum Distortion
2022-01-01
[ blind algorithm,deconvolution technique,digital pre-calibration,mmWave software defined radio platform,RF IQ imbalances,RF spectrum distortion,Separated calibration procedures ]
MUSIC-Based Breathing Rate Monitoring Using Wi-Fi CSI
380-384, 2022-01-01
[ Breathing rate,channel state information,multiple signal classification,Wi-Fi ]
Balanced Routing Algorithm with Transmission Range Adjustment for Network Lifetime Improvement in WSNs
308-312, 2022-01-01
[ energy efficiency,network lifetime,Wireless sensor networks ]
Loopback Crosstalk Estimation and Compensation for MIMO Wideband Transceiver Systems: Design and Experiments
819-824, 2022-01-01
[ calibration procedures,least square,multiple input multiple output,software defined radio platform,transceiver calibration,transceiver crosstalk (or coupling) ]
Design and Experimental Validation of Digital Pre-distortion Techniques for mmWave OTA with Multiple Nonlinear Power Amplifiers
2021-08-01
[ digital pre-distortion,indirect learning architecture,millimeter-wave,multiple power amplifiers,nonlinearity,over-the-air,spectrum efficiency ]
Design of Millimeter Wave Active Array Antenna Module with Embedded System and Calibration of Software Defined Radio Platform
2021-08-01
[ active array antenna,Anokiwave MMIC,ARM MCU,ITRI M3-Force SDR,millimeter wave (mmWave),network analyzer ]
A New Resource Allocation Strategy for Avoiding Interference in mmWave Networks
932-933, 2021-01-01
[ mainlobe interference,MmWave beamforming,resource management ]
Device-Free Indoor Human Activity Recognition Using Wi-Fi RSSI: Machine Learning Approaches
2020-09-28
[ Device-free activity recognition,Wi-Fi RSSI,machine learning ]
Resource Allocation in Energy-Efficient URLLC Multi-user Multicarrier AF Relay Networks
2020-06-01
[ amplify-and-forward (AF) relay,finite blocklength codes,multi-user,multicarrier,Resource allocation,ultra-reliable low-latency communication (URLLC) ]
Transceiver Design for Ful1-Duplex Ultra-Reliable Low-Latency Communications with Finite Blocklength
2020-05-01
[ coding rate , finite blocklength (FBL) codes , Ful1-duplex (FD) , optimization , power allocation , transceiver design , ultra-reliable low-latency communication (URLLC) ]
Energy-Efficient Precoder Design for URLLC-Enabled Downlink Multi-User MISO Networks Using Finite Blocklength Codes
2020-05-01
[ finite blocklength (FBL) codes,multi-user,multiple-input single-output (MISO),optimization,Precoder design,ultra-reliable low-latency communication (URLLC) ]
Mobility-aware probabilistic caching in UAV-assisted wireless D2D networks
2019-12-01
[ Device-to-device (D2D) communications,Mobile edge caching,Unmanned aerial vehicle base station (UAV-BS) ]
On outage probability for exploiting residual self-interference in full-duplex amplify-and-forward relay networks
2019-09-01
[ full-duplex communication,self-interference,amplify-and-forward relays ]
Joint subcarrier pairing and power allocation for achieving energy-efficient decode-and-forward relay networks
2019-04-01
[ Energy-efficient relay networks,decode-and-forward relay,subcarrier pairing,power allocation ]
Outage probability for two-way relay networks with stochastic energy harvesting source nodes
808-812, 2019-02-20
A Hybrid Mesh-Ring Topology for Bluetooth Networks
520-524, 2018-10-31
[ Bluetooth , Scatternet Formation , Topology Configuration ]
Millimeter-Wave Full-Duplex MIMO Systems with Hybrid Beamforming
146-151, 2018-10-09
[ full duplex , hybrid beamforming , millimeter wave , multiple-input multiple-output , self-interference ]
Information and Energy Cooperation in Overlay Hierarchical Cognitive Radio Networks
274-279, 2018-08-14
[ Amplify-and-forward (AF) , Convex optimization , Energy harvesting (EH) , Hierarchical radio networks (HCRs) , Overlay , Semidefinite relaxation (SDR) ]
Joint Transmit Beamforming and Power Control for Full-Duplex Cellular Systems
2017-11-14
[ Beamforming,Dual decomposition,Full-duplex,Power control,Self-interference ]
A distributed Dual-Ring Tree algorithm for Bluetooth networks
339-340, 2017-07-25
Hybrid multi-hop/single-hop opportunistic transmission of WSNs
111-112, 2017-07-25
Joint power control and energy transfer for energy harvesting relay networks
2016-07-12
[ Power control,energy transfer,energy harvesting,relay networks ]
Outage probability for two-way solar-powered relay networks with stochastic scheduling
1230-1234, 2016-02-23
Diversity analysis for two-way multi-relay networks with stochastic energy harvesting
1235-1239, 2016-02-23
Joint subcarrier pairing and power allocation for two-way energy-efficient relay networks
2016-01-01
[ Subcarrier pairing,power allocation,two-way relay networks,energy-efficient relay networks ]
Joint QoS-promising and EE-balancing power allocation for two-way relay networks
1781-1785, 2015-12-01
[ Quality-of-service,energy efficiency,two-way relay networks,power allocation ]
On the achievable sum rate for two-way relay networks with stochastic energy harvesting
133-137, 2014-02-05
Data-driven stochastic scheduling for solar-powered sensor communications
83-87, 2014-02-05
[ Data-driven,scheduling,solar-powered sensor communications ]
Power control for achieving energy-efficient multiuser two-way balancing relay networks
2749-2753, 2014-01-01
[ Power control,energy-efficient multiuser networks,two-way relay networks ]
Sparse spectrum sensing with sub-block partition for cognitive radio systems
2014-01-01
[ Cognitive radio,Compressive sensing,Spectrum sensing ]
Optimal energy-efficient power allocation for multiuser relay networks
2014-01-01
[ Energy-efficient power allocation,multiuser relay networks ]
Low-complexity amplify-and-forward mobile relay networks without source-to-relay CSI
2013-12-01
[ Amplify-and-forward relay networks,channel state information,low complexity ]
An optimal temporal-and-spatial equalizer for two-hop MIMO relay networks with backward CSIs
3242-3247, 2013-08-21
[ Temporal-and-spatial equalizer,two-hop relay networks,channel state information ]
A two-dimensional MMSE equalizer for MIMO relay networks in multipath fading channels
3236-3241, 2013-08-21
[ Two-dimensional equalizer,multi-input multi-output,relay networks,multipath fading ]
Joint beamforming, scheduling, and power allocation for hierarchical cellular systems
1773-1778, 2012-12-01
[ Beamforming,scheduling,power allocation,hierarchical cellular systems ]
An iterative ICI equalization and cancellation scheme for LTE SC-FDMA systems in multipath channels
610-615, 2012-12-01
[ inter-carrier interference,interference cancellation,long-term evolution,SC-FDMA ]
Joint power allocation and MMSE equalizer designs for MIMO distributed relay networks
599-604, 2012-12-01
[ equalization,minimum mean-squared error (MMSE),multipath fading channels,Multiple-input multiple-output (MIMO) relay networks ]
Channel equalization and chunk assignment schemes for LTE SC-FDMA systems in multipath channels
1166-1171, 2012-12-01
[ channel equalization,chunk assignment,Long-term evolution,single-carrier frequency division multiple access ]
Sequential spectrum sensing based on higher-order statistics for cognitive radios
413-417, 2012-10-17
Non-linear effects of receiver amplifier for 60GHz radio communication
2011-12-23
[ 60GHz radio communication,non-linear amplifier,oirthogonal frequency division multiplexing (OFDM),single carrier block transmission (SCBT) ]
Selective maximum ratio transmission techniques for MIMO wireless communications
420-425, 2011-12-01
Higher-order statistics based sequential spectrum sensing for cognitive radio
696-701, 2011-11-17
[ Cognitive radio , cumulant , higher-order statistic , sequential probability ratio test , spectrum sensing ]
MUSIC-based multiple CFOs estimation methods for CA-OFDM systems
702-707, 2011-11-17
[ Carrier aggregation , CFO estimation , MUSIC algorithms , OFDM , root-MUSIC algorithms ]
Service coverage for cognitive radio networks with cooperative relays in shadowed hotspot areas
1759-1764, 2011-06-23
[ Service coverage,cognitive radio,cooperative relays,shadowed hotspot areas ]
Optimal multiuser beamforming and power allocation for hierarchical cognitive radio systems
946-951, 2010-12-01
[ Multiuser beamforming,power allocation,hierarchical cognitive radio ]
A modified DVB-T system architecture with multi-carrier multi-code transmission and MPIC based reception
907-913, 2008-09-12
[ DVB-T , MPIC , Multicarrier , OFDM , Orthogonal code , Soft information , Soft PEQ , Spreading code , Walsh code ]

專書

Wiley 5G Ref: The Essential 5G Reference Online
22, 2020-05-16
[ Energy harvesting sources,Cooperative communications,Cognitive radios,Vehicular networks,Underwater wireless networks,Unmanned aerial vehicle communications ]
Cognitive Radio and Interference Management: Technology and Strategy
2012-09-01
[ Cognitive Radio,Interference Management ]
Recent Advances in Wireless Communications and Networks
2011-07-01
[ MIMO,Communication ]

校外榮譽

113 [台灣電機電子工程學會] 指導學生獲台灣電機電子工程學會第十一屆博士論文佳作獎
113 [中華民國太空科學學會] 指導余祈恩、游凱丞同學獲得2024全國太空探索學生成果發表會佳作
113 [國家科學委員會] 111年國科會電信學門優良海報展示獎
112 [科技部] 110年科技部電信學門優良海報展示獎
111 [中華民國消費電子學會] 中華民國消費電子學會111年度傑出青年獎
111 [電機電子工程師學會] 2022 IEEE PIMRC 國際會議最佳論文獎
111 [電機電子工程師學會] 指導學生獲IEEE Taipei Section 111年度博士論文獎
110 [科技部] 108年科技部電信學門計畫優良成果佳作獎
108 [中國電機工程學會] 中國電機工程學會108年度優秀青年電機工程師獎
108 [國立清華大學] 2019年臺灣電信年會之全國電信研討會最佳論文獎
102 [財團法人潘文淵文教基金會] 潘文淵考察研究獎

校內獲獎

114 特聘教授
113 研究傑出獎
113 優良論文貢獻獎
112 優良論文貢獻獎
110 特聘教授
109 研究傑出獎
108 研究傑出獎
107 研究傑出獎

期刊編輯

113 ~ 114 IEEE Access ISSN 2169-3536 EISSN 2169-3536
期刊編輯
113 ~ 114 IEEE Transactions on Wireless Communications ISSN 1536-1276 EISSN 1558-2248
期刊編輯
112 ~ 113 IEEE Access ISSN 2169-3536 EISSN 2169-3536
期刊編輯
112 ~ 113 IEEE Transactions on Wireless Communications ISSN 1536-1276 EISSN 1558-2248
期刊編輯
111 ~ 112 IEEE Access ISSN 2169-3536 EISSN 2169-3536
期刊編輯
110 ~ 111 IEEE Access ISSN 2169-3536 EISSN 2169-3536
期刊編輯
109 ~ 110 IEEE Access ISSN 2169-3536 EISSN 2169-3536
期刊編輯
108 ~ 109 IEEE Access ISSN 2169-3536 EISSN 2169-3536
期刊編輯

古孟霖

Ku, Meng-Lin

現職

專長

專長簡述

最高學歷

相關連結

科技部學門領域

政府GRB研究專長領域

教育部學門領域

高教深耕計畫

教學創新推動：6G技術融入計畫 1140101~1141231

雙語教學推動計畫-通訊系 1140101~1141231

下世代通訊技術教學創新與推動 1130101~1131231

專題實作與創新教學 1120101~1121231

在職專班

110學年度通訊系碩士在職專班 1100701~1110731

其他補助

「5G行動寬頻跨校教學聯盟第3期計畫」課程發展計畫 1100401~1120331 [5G通訊,多輸入多輸出通訊系統 , 5G Communications,Multi-input Multi-output Communication Systems]

行動寬頻尖端技術課程推廣計畫-課程一MIMO無線通訊 1051201~1070228

國科會計畫統計

邁向永續聯邦式學習與無線資源優化 1140801~1150731

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 1140101~1141231

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 1130101~1131231

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 1120101~1121231

無線獵能通訊波束成形及資源管理設計:通道狀態資訊不準確之情境 1060801~1070731 [ Wireless-powered communications, channel uncertainty, limited CSI feedback, beamforming, resource management, massive antennas,]

無線獵能通訊波束成形及資源管理設計與實現 1050801~1060831 [無線獵能通訊,波束成形,資源管理 , Wireless-powered communications, antenna beamforming, resource management]

綠能無線通訊之能量、訊息及頻普合作技術研究 1040801~1050731 [Green wireless communication, solar power, cooperative networks, cognitive radios, transmissionpolicy ]

產學合作計畫統計

中壢遙傳追蹤指令站操作維護計畫(115年) 1150101~1151231 [中壢遙傳追蹤指令站操作維護 , Maintenance Support of Telemetry Tracking and acommand Chung-Li Ground Station]

114年度中壢遙傳追蹤指令站操作維護計畫 1140101~1141231 [114年度【中壢遙傳追蹤指令站操作維護計畫】 , Maintenance Support of Telemetry Tracking and acommand Chung-Li Ground Station]

中壢遙傳追蹤指令站操作維護計畫(113年) 1130101~1131231 [中壢遙傳追蹤指令站操作維護計畫（113年） , Maintenance Support of Telemetry Tracking and acommand Chung-Li Ground Station]

2024臺灣電信年會 1120810~1130331 [2024臺灣電信年會 , 2024 Taiwan Telecommunications Annual Symposium]

低軌衛星毫米波巨量陣列天線波束控制及跳躍機制研究 1110501~1130430 [低軌衛星,毫米波通訊,巨量天線,波束控制,波束跳躍 , low Earth orbit (LEO) satellites,millimeter-wave (mmWave) communications,massive antennas,beam control,beam hopping]

期刊著作

Deep Learning for Robust ARIS-Aided Multiuser MIMO Networks With Channel Uncertainty IEEE Transactions on Wireless Communications, 25, 5986-6003, 2026-01-01 [ deep learning,Reconfigurable intelligent surface,robust optimization,uncertainty injection ]

MTRSRP: Joint Design of Multi-Triangular Ring and Self-Routing Protocol for BLE Networks Sensors, 25, 15, 2025-08-01 [ decentralized strategy,multi-triangular ring,scatternet formation,self-routing protocol ]

Experimental Validation of Crosstalk Reduction for Wideband MIMO Transceiver Systems IEEE Access, 13, 143883-143895, 2025-01-01 [ Calibration,least squares (LS),multiple-input multiple-output (MIMO),software-defined radio platform,transceiver calibration,transceiver coupling,transceiver crosstalk ]

Secrecy Rate Maximization for Active RIS-Aided Robust Uplink NOMA Communications IEEE Wireless Communications Letters, 13, 11, 2960-2964, 2024-01-01 [ Active reconfigurable intelligent surface (RIS),beamforming design,non-orthogonal multiple access (NOMA) ]

Digital Precoders for Partially Spectral Overlapping Subarrays in mmWave Satellite Communications IEEE Access, 12, 187265-187277, 2024-01-01 [ digital precoder,hybrid beamforming,millimeter wave (mmWave),minimum mean square error (MMSE),Satellite communication ]

Joint Shortest Chain and Fair Transmission Design for Energy-Balanced PEGASIS in WSNs IEEE Internet of Things Journal, 10, 8, 6803-6817, 2023-04-15 [ Energy balance,Jain's fairness index (JFI),network lifetime,shortest chain length (SCL),wireless sensor networks (WSNs) ]

BRATRA: Balanced Routing Algorithm With Transmission Range Adjustment for Energy Efficiency and Utilization Balance in WSNs IEEE Internet of Things Journal, 10, 2, 1096-1111, 2023-01-15 [ Balanced routing,network lifecycle,transmission range adjustment,wireless sensor networks (WSNs) ]

Transceiver Design and Power Control for Full-Duplex Ultra-Reliable Low-Latency Communication Systems IEEE Transactions on Wireless Communications, 21, 2, 1392-1406, 2022-02-01

BMRHTA: Balanced Multipath Routing and Hybrid Transmission Approach for Lifecycle Maximization in WSNs IEEE Internet of Things Journal, 9, 1, 728-742, 2022-01-01

Multi-agent reinforcement learning based 3D trajectory design in aerial-terrestrial wireless caching networks IEEE Transactions on Vehicular Technology, 70, 8, 8201-8215, 2021-08-01 [ multi-agent reinforcement learning,trajectory design,Unmanned aerial vehicles (UAVs),wireless caching ]

Joint Topology Construction and Hybrid Routing Strategy on Load Balancing for Bluetooth Low Energy Networks IEEE Internet of Things Journal, 8, 8, 7101-7102, 2021-04-15 [ Energy efficiency,hybrid routing,load balance,mesh-ring network,topology construction ]

Beamforming and Resource Allocation for Charging Power Minimization in Multiuser Wireless-Powered Networks IEEE Access, 9, 136231-136242, 2021-01-01 [ Energy beamforming,multiple users,power consumption minimization,resource allocation,wireless-powered communications,wirelessly charging ]

Stochastic Power Saving for Macrocell-Assisted Small Cell Networks Journal of Signal Processing Systems, 92, 12, 1369-1382, 2020-12-01 [ Macrocell , Markov decision process , Power saving , Small cells , User off-loading ]

On stochastic link and energy scheduling for energy harvesting bidirectional communications IEEE Access, 8, 20129-20145, 2020-01-01 [ bidirectional communications , Energy harvesting , resource scheduling , solar-powered communications , time-division duplex ]

Self-Calibration of Joint RF Impairments in a Loopback Wideband Transceiver IEEE Access, 8, 45607-45617, 2020-01-01 [ Calibration procedures , DC I/Q offsets , Frequency-dependent I/Q imbalance , Frequency-independent I/Q imbalance , RF impairment ]

Carrier Frequency Offset Estimation Bound for OFDM-Based Single Relay Networks with Multipath Receptions IEEE Access, 7, 63900-63912, 2019-01-01 [ carrier frequency offset , Cramér-Rao bound , multipath channels , Orthogonal frequency division multiplexing , relay networks ]

Transmission Policy of Two-Way Relay Networks with Multiple Stochastic Energy Harvesting Nodes IEEE Access, 7, 76967-76984, 2019-01-01 [ Markov decision process (MDP) , outage probability , Stochastic energy harvesting , two-way relay (TWR) network ]

Stochastic energy harvesting and relay selection for two-way dual-relay networks IEEE Access, 7, 125323-125332, 2019-01-01 [ Energy harvesting , Markov decision process , Relay selection , Two-way relay ]

Joint Hybrid Transmission and Adaptive Routing for Lifetime Extension of WSNs IEEE Access, 6, 21658-21667, 2018-04-14 [ network lifetime , optimization strategy , routing algorithm , topology distribution , Wireless sensor networks ]

Interference cancellation and link quality enhancement design for multiuser multipleinput multiple-output systems with full-duplex relay IET Communications, 12, 3, 340-348, 2018-02-20

A General Approach Toward Green Resource Allocation in Relay-Assisted Multiuser Communication Networks IEEE Transactions on Wireless Communications, 17, 2, 848-862, 2018-02-01 [ cooperative relaying , energy efficiency (EE) , Green communications , multiuser , resource allocation ]

Joint Power Waveforming and Beamforming for Wireless Power Transfer IEEE Transactions on Signal Processing, 65, 24, 6409-6422, 2017-12-15 [ multipath channels , multiple antennas , power waveforming , ultra-wideband , Wireless power transfer ]

Energy-efficient subcarrier pairing and power allocation for DF relay networks with an eavesdropper Energies, 10, 12, 2017-12-01 [ Decode-and-forward , Eavesdropper , Energy efficiency , Power allocation , Relay networks , Subcarrier pairing ]

On hybrid energy utilization in wireless sensor networks Energies, 10, 12, 2017-12-01 [ Hybrid energy source , Markov decision process , Wireless sensor network ]

Novel precoder design with generalized side-information cancellation for multiuser MIMO downlink systems IEICE Transactions on Communications, E100B, 10, 1911-1920, 2017-10-01 [ Generalized side-information cancellation precoder,MMSE-based channel inversion,Multiuser MIMO downlink ]

Precoding Design for Multiuser MIMO Downlink Communication Systems Using an LQ-Based Cascade GSIC Algorithm IEEE Access, 5, 20578-20589, 2017-09-25 [ Generalized side-information cancellation (GSIC) , LQ-based GSIC precoder , multiuser MIMO (MU-MIMO) downlink ]

Power Allocation and Relay Selection in Relay Networks: A Perturbation-Based Approach IEEE Signal Processing Letters, 24, 9, 1328-1332, 2017-09-01 [ Power allocation , relay networks , relay selection ]

Impact of Imperfect Source-To-Relay CSI in Amplify-And-Forward Relay Networks IEEE Transactions on Vehicular Technology, 66, 6, 5056-5069, 2017-06-01 [ Amplify-And-forward (AF) , diversity , quantization , relay ]

Power Waveforming: Wireless Power Transfer beyond Time Reversal IEEE Transactions on Signal Processing, 64, 22, 5819-5834, 2016-11-15 [ multipath channels , power waveforming , ultra-wideband , Wireless power transfer ]

A Spectrum and Energy Cooperation Strategy in Hierarchical Cognitive Radio Cellular Networks IEEE Wireless Communications Letters, 5, 3, 252-255, 2016-06-01 [ Convex optimization , Energy harvesting (EH) , Hierarchical cognitive radio (HCR) , Semidefinite relaxation (SDR) ]

On Outage Probability for Two-Way Relay Networks with Stochastic Energy Harvesting IEEE Transactions on Communications, 64, 5, 1901-1915, 2016-05-01 [ . , amplify-And-forward , decode-And-forward , Markov decision process , outage probability , Stochastic energy harvesting , two-way relay network ]

Advances in Energy Harvesting Communications: Past, Present, and Future Challenges IEEE Communications Surveys and Tutorials, 18, 2, 1384-1412, 2016-04-01 [ cellular networks , cognitive radio networks , cooperative networks , Energy harvesting , multi-user interference networks ]

On Energy Harvesting Gain and Diversity Analysis in Cooperative Communications IEEE Journal on Selected Areas in Communications, 33, 12, 2641-2657, 2015-12-01 [ cooperative communication , diversity order , Energy harvesting , energy harvesting gain ]

On outage probability for stochastic energy harvesting communications in fading channels IEEE Signal Processing Letters, 22, 11, 1893-1897, 2015-11-01 [ Markov decision process , outage probability , stochastic energy harvesting ]

Data-Driven Stochastic Models and Policies for Energy Harvesting Sensor Communications IEEE Journal on Selected Areas in Communications, 33, 8, 1505-1520, 2015-08-01 [ Energy harvesting , Markov decision process , solar-powered communication , stochastic data-driven model , transmission policy ]

Toward green power allocation in relay-assisted multiuser networks: A pricing-based approach IEEE Transactions on Wireless Communications, 14, 5, 2470-2486, 2015-05-01 [ energy efficiency , Green communications , multiuser relay networks , power allocation ]

Toward optimal multiuser antenna beamforming for hierarchical cognitive radio systems IEEE Transactions on Communications, 60, 10, 2872-2885, 2012-08-21 [ convex optimization , Hierarchical cognitive radio , multiuser beamforming , power allocation ]

A robust channel estimator for high-mobility STBC-OFDM systems IEEE Transactions on Circuits and Systems I: Regular Papers, 57, 4, 925-936, 2010-01-01 [ Channel estimator , IEEE 802.16e , Orthogonal frequency division multiplexing , Space-time block code ]

A complementary codes pilot-based transmitter diversity technique for OFDM systems IEEE Transactions on Wireless Communications, 5, 2, 504-508, 2006-03-01 [ Channel estimation , Complementary codes , Orthogonal frequency division multiplex , Space-time coding ]

研討會著作

Joint Beam Hopping with Adaptive Coding and Modulation for LEO Satellite Communications 801-802, 2025-01-01 [ adaptive coding and modulation,Beam hopping,coverage,population density,throughput ]

Active RIS-aided Uplink for Robust and Secure Multi-User Private Industrial Network 2024-10-07 [ Active Reconfigurable Intelligent Surface,Active RIS Beamforming Design,Equalizer Optimization,Power Allocation,Private Industrial Network ]

Active RIS-aided Uplink for Robust and Secure Multi-User Private Industrial Network 2024-01-01 [ Active reconfigurable intelligent surface (RIS),active RIS beamforming design,equalizer optimization,power allocation,private industrial network ]

Reconfigurable Intelligent Surface-Assisted Coordinated Multi-UAV Communications 2024-01-01 [ UAV communications, reconfigurable intelligent surfaces ]

DRL-Based Robust Transmission for Sub-Connected Active RIS-Assisted Communications 584-589, 2023-01-01 [ deep deterministic policy gradient (DDPG),energy efficiency (EE),proximal policy optimization (PPO),Reconfigurable intelligent surface (RIS),sub-connected active RIS ]

教學創新推動：6G技術融入計畫
1140101~1141231

雙語教學推動計畫-通訊系
1140101~1141231

下世代通訊技術教學創新與推動
1130101~1131231

專題實作與創新教學
1120101~1121231

110學年度通訊系碩士在職專班
1100701~1110731

「5G行動寬頻跨校教學聯盟第3期計畫」課程發展計畫
1100401~1120331
[5G通訊,多輸入多輸出通訊系統 , 5G Communications,Multi-input Multi-output Communication Systems]

行動寬頻尖端技術課程推廣計畫-課程一MIMO無線通訊
1051201~1070228

邁向永續聯邦式學習與無線資源優化
1140801~1150731

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
1140101~1141231

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
1130101~1131231

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
1120101~1121231

無線獵能通訊波束成形及資源管理設計:通道狀態資訊不準確之情境
1060801~1070731
[ Wireless-powered communications, channel uncertainty, limited CSI feedback, beamforming, resource management, massive antennas,]

無線獵能通訊波束成形及資源管理設計與實現
1050801~1060831
[無線獵能通訊,波束成形,資源管理 , Wireless-powered communications, antenna beamforming, resource management]

綠能無線通訊之能量、訊息及頻普合作技術研究
1040801~1050731
[Green wireless communication, solar power, cooperative networks, cognitive radios, transmissionpolicy ]

中壢遙傳追蹤指令站操作維護計畫(115年)
1150101~1151231
[中壢遙傳追蹤指令站操作維護 , Maintenance Support of Telemetry Tracking and acommand Chung-Li Ground Station]

114年度中壢遙傳追蹤指令站操作維護計畫
1140101~1141231
[114年度【中壢遙傳追蹤指令站操作維護計畫】 , Maintenance Support of Telemetry Tracking and acommand Chung-Li Ground Station]

中壢遙傳追蹤指令站操作維護計畫(113年)
1130101~1131231
[中壢遙傳追蹤指令站操作維護計畫（113年） , Maintenance Support of Telemetry Tracking and acommand Chung-Li Ground Station]

2024臺灣電信年會
1120810~1130331
[2024臺灣電信年會 , 2024 Taiwan Telecommunications Annual Symposium]

低軌衛星毫米波巨量陣列天線波束控制及跳躍機制研究
1110501~1130430
[低軌衛星,毫米波通訊,巨量天線,波束控制,波束跳躍 , low Earth orbit (LEO) satellites,millimeter-wave (mmWave) communications,massive antennas,beam control,beam hopping]

Deep Learning for Robust ARIS-Aided Multiuser MIMO Networks With Channel Uncertainty
IEEE Transactions on Wireless Communications, 25, 5986-6003, 2026-01-01
[ deep learning,Reconfigurable intelligent surface,robust optimization,uncertainty injection ]

MTRSRP: Joint Design of Multi-Triangular Ring and Self-Routing Protocol for BLE Networks
Sensors, 25, 15, 2025-08-01
[ decentralized strategy,multi-triangular ring,scatternet formation,self-routing protocol ]

Experimental Validation of Crosstalk Reduction for Wideband MIMO Transceiver Systems
IEEE Access, 13, 143883-143895, 2025-01-01
[ Calibration,least squares (LS),multiple-input multiple-output (MIMO),software-defined radio platform,transceiver calibration,transceiver coupling,transceiver crosstalk ]

Secrecy Rate Maximization for Active RIS-Aided Robust Uplink NOMA Communications
IEEE Wireless Communications Letters, 13, 11, 2960-2964, 2024-01-01
[ Active reconfigurable intelligent surface (RIS),beamforming design,non-orthogonal multiple access (NOMA) ]

Digital Precoders for Partially Spectral Overlapping Subarrays in mmWave Satellite Communications
IEEE Access, 12, 187265-187277, 2024-01-01
[ digital precoder,hybrid beamforming,millimeter wave (mmWave),minimum mean square error (MMSE),Satellite communication ]

Joint Shortest Chain and Fair Transmission Design for Energy-Balanced PEGASIS in WSNs
IEEE Internet of Things Journal, 10, 8, 6803-6817, 2023-04-15
[ Energy balance,Jain's fairness index (JFI),network lifetime,shortest chain length (SCL),wireless sensor networks (WSNs) ]

BRATRA: Balanced Routing Algorithm With Transmission Range Adjustment for Energy Efficiency and Utilization Balance in WSNs
IEEE Internet of Things Journal, 10, 2, 1096-1111, 2023-01-15
[ Balanced routing,network lifecycle,transmission range adjustment,wireless sensor networks (WSNs) ]

Transceiver Design and Power Control for Full-Duplex Ultra-Reliable Low-Latency Communication Systems
IEEE Transactions on Wireless Communications, 21, 2, 1392-1406, 2022-02-01

BMRHTA: Balanced Multipath Routing and Hybrid Transmission Approach for Lifecycle Maximization in WSNs
IEEE Internet of Things Journal, 9, 1, 728-742, 2022-01-01

Multi-agent reinforcement learning based 3D trajectory design in aerial-terrestrial wireless caching networks
IEEE Transactions on Vehicular Technology, 70, 8, 8201-8215, 2021-08-01
[ multi-agent reinforcement learning,trajectory design,Unmanned aerial vehicles (UAVs),wireless caching ]

Joint Topology Construction and Hybrid Routing Strategy on Load Balancing for Bluetooth Low Energy Networks
IEEE Internet of Things Journal, 8, 8, 7101-7102, 2021-04-15
[ Energy efficiency,hybrid routing,load balance,mesh-ring network,topology construction ]

Beamforming and Resource Allocation for Charging Power Minimization in Multiuser Wireless-Powered Networks
IEEE Access, 9, 136231-136242, 2021-01-01
[ Energy beamforming,multiple users,power consumption minimization,resource allocation,wireless-powered communications,wirelessly charging ]

Stochastic Power Saving for Macrocell-Assisted Small Cell Networks
Journal of Signal Processing Systems, 92, 12, 1369-1382, 2020-12-01
[ Macrocell , Markov decision process , Power saving , Small cells , User off-loading ]

On stochastic link and energy scheduling for energy harvesting bidirectional communications
IEEE Access, 8, 20129-20145, 2020-01-01
[ bidirectional communications , Energy harvesting , resource scheduling , solar-powered communications , time-division duplex ]

Self-Calibration of Joint RF Impairments in a Loopback Wideband Transceiver
IEEE Access, 8, 45607-45617, 2020-01-01
[ Calibration procedures , DC I/Q offsets , Frequency-dependent I/Q imbalance , Frequency-independent I/Q imbalance , RF impairment ]

Carrier Frequency Offset Estimation Bound for OFDM-Based Single Relay Networks with Multipath Receptions
IEEE Access, 7, 63900-63912, 2019-01-01
[ carrier frequency offset , Cramér-Rao bound , multipath channels , Orthogonal frequency division multiplexing , relay networks ]

Transmission Policy of Two-Way Relay Networks with Multiple Stochastic Energy Harvesting Nodes
IEEE Access, 7, 76967-76984, 2019-01-01
[ Markov decision process (MDP) , outage probability , Stochastic energy harvesting , two-way relay (TWR) network ]

Stochastic energy harvesting and relay selection for two-way dual-relay networks
IEEE Access, 7, 125323-125332, 2019-01-01
[ Energy harvesting , Markov decision process , Relay selection , Two-way relay ]

Joint Hybrid Transmission and Adaptive Routing for Lifetime Extension of WSNs
IEEE Access, 6, 21658-21667, 2018-04-14
[ network lifetime , optimization strategy , routing algorithm , topology distribution , Wireless sensor networks ]

Interference cancellation and link quality enhancement design for multiuser multipleinput multiple-output systems with full-duplex relay
IET Communications, 12, 3, 340-348, 2018-02-20

A General Approach Toward Green Resource Allocation in Relay-Assisted Multiuser Communication Networks
IEEE Transactions on Wireless Communications, 17, 2, 848-862, 2018-02-01
[ cooperative relaying , energy efficiency (EE) , Green communications , multiuser , resource allocation ]

Joint Power Waveforming and Beamforming for Wireless Power Transfer
IEEE Transactions on Signal Processing, 65, 24, 6409-6422, 2017-12-15
[ multipath channels , multiple antennas , power waveforming , ultra-wideband , Wireless power transfer ]

Energy-efficient subcarrier pairing and power allocation for DF relay networks with an eavesdropper
Energies, 10, 12, 2017-12-01
[ Decode-and-forward , Eavesdropper , Energy efficiency , Power allocation , Relay networks , Subcarrier pairing ]

On hybrid energy utilization in wireless sensor networks
Energies, 10, 12, 2017-12-01
[ Hybrid energy source , Markov decision process , Wireless sensor network ]

Novel precoder design with generalized side-information cancellation for multiuser MIMO downlink systems
IEICE Transactions on Communications, E100B, 10, 1911-1920, 2017-10-01
[ Generalized side-information cancellation precoder,MMSE-based channel inversion,Multiuser MIMO downlink ]

Precoding Design for Multiuser MIMO Downlink Communication Systems Using an LQ-Based Cascade GSIC Algorithm
IEEE Access, 5, 20578-20589, 2017-09-25
[ Generalized side-information cancellation (GSIC) , LQ-based GSIC precoder , multiuser MIMO (MU-MIMO) downlink ]

Power Allocation and Relay Selection in Relay Networks: A Perturbation-Based Approach
IEEE Signal Processing Letters, 24, 9, 1328-1332, 2017-09-01
[ Power allocation , relay networks , relay selection ]

Impact of Imperfect Source-To-Relay CSI in Amplify-And-Forward Relay Networks
IEEE Transactions on Vehicular Technology, 66, 6, 5056-5069, 2017-06-01
[ Amplify-And-forward (AF) , diversity , quantization , relay ]

Power Waveforming: Wireless Power Transfer beyond Time Reversal
IEEE Transactions on Signal Processing, 64, 22, 5819-5834, 2016-11-15
[ multipath channels , power waveforming , ultra-wideband , Wireless power transfer ]

A Spectrum and Energy Cooperation Strategy in Hierarchical Cognitive Radio Cellular Networks
IEEE Wireless Communications Letters, 5, 3, 252-255, 2016-06-01
[ Convex optimization , Energy harvesting (EH) , Hierarchical cognitive radio (HCR) , Semidefinite relaxation (SDR) ]

On Outage Probability for Two-Way Relay Networks with Stochastic Energy Harvesting
IEEE Transactions on Communications, 64, 5, 1901-1915, 2016-05-01
[ . , amplify-And-forward , decode-And-forward , Markov decision process , outage probability , Stochastic energy harvesting , two-way relay network ]

Advances in Energy Harvesting Communications: Past, Present, and Future Challenges
IEEE Communications Surveys and Tutorials, 18, 2, 1384-1412, 2016-04-01
[ cellular networks , cognitive radio networks , cooperative networks , Energy harvesting , multi-user interference networks ]

On Energy Harvesting Gain and Diversity Analysis in Cooperative Communications
IEEE Journal on Selected Areas in Communications, 33, 12, 2641-2657, 2015-12-01
[ cooperative communication , diversity order , Energy harvesting , energy harvesting gain ]

On outage probability for stochastic energy harvesting communications in fading channels
IEEE Signal Processing Letters, 22, 11, 1893-1897, 2015-11-01
[ Markov decision process , outage probability , stochastic energy harvesting ]

Data-Driven Stochastic Models and Policies for Energy Harvesting Sensor Communications
IEEE Journal on Selected Areas in Communications, 33, 8, 1505-1520, 2015-08-01
[ Energy harvesting , Markov decision process , solar-powered communication , stochastic data-driven model , transmission policy ]

Toward green power allocation in relay-assisted multiuser networks: A pricing-based approach
IEEE Transactions on Wireless Communications, 14, 5, 2470-2486, 2015-05-01
[ energy efficiency , Green communications , multiuser relay networks , power allocation ]

Toward optimal multiuser antenna beamforming for hierarchical cognitive radio systems
IEEE Transactions on Communications, 60, 10, 2872-2885, 2012-08-21
[ convex optimization , Hierarchical cognitive radio , multiuser beamforming , power allocation ]

A robust channel estimator for high-mobility STBC-OFDM systems
IEEE Transactions on Circuits and Systems I: Regular Papers, 57, 4, 925-936, 2010-01-01
[ Channel estimator , IEEE 802.16e , Orthogonal frequency division multiplexing , Space-time block code ]

A complementary codes pilot-based transmitter diversity technique for OFDM systems
IEEE Transactions on Wireless Communications, 5, 2, 504-508, 2006-03-01
[ Channel estimation , Complementary codes , Orthogonal frequency division multiplex , Space-time coding ]

Joint Beam Hopping with Adaptive Coding and Modulation for LEO Satellite Communications
801-802, 2025-01-01
[ adaptive coding and modulation,Beam hopping,coverage,population density,throughput ]

Active RIS-aided Uplink for Robust and Secure Multi-User Private Industrial Network
2024-10-07
[ Active Reconfigurable Intelligent Surface,Active RIS Beamforming Design,Equalizer Optimization,Power Allocation,Private Industrial Network ]

Active RIS-aided Uplink for Robust and Secure Multi-User Private Industrial Network
2024-01-01
[ Active reconfigurable intelligent surface (RIS),active RIS beamforming design,equalizer optimization,power allocation,private industrial network ]

Reconfigurable Intelligent Surface-Assisted Coordinated Multi-UAV Communications
2024-01-01
[ UAV communications, reconfigurable intelligent surfaces ]

DRL-Based Robust Transmission for Sub-Connected Active RIS-Assisted Communications
584-589, 2023-01-01
[ deep deterministic policy gradient (DDPG),energy efficiency (EE),proximal policy optimization (PPO),Reconfigurable intelligent surface (RIS),sub-connected active RIS ]

UAV Trajectory, User Association and Power Control for Multi-UAV Solar-Powered Networks
2023-01-01
[ UAV communications, trajectory design, solar-powered communications ]

A Novel Balanced Routing Protocol for Lifetime Improvement in WSNs
2022-01-01
[ load balance,network lifetime,routing protocol,Wireless sensor networks ]

Transmission Scheduling for Solar-Powered Wireless Monitoring with Data Immediacy
2022-01-01
[ Solar-powered communication,transmission scheduling,wireless monitoring ]

Pre-Calibration Techniques for Transmitter-Side RF Imbalance and Spectrum Distortion
2022-01-01
[ blind algorithm,deconvolution technique,digital pre-calibration,mmWave software defined radio platform,RF IQ imbalances,RF spectrum distortion,Separated calibration procedures ]

MUSIC-Based Breathing Rate Monitoring Using Wi-Fi CSI
380-384, 2022-01-01
[ Breathing rate,channel state information,multiple signal classification,Wi-Fi ]

Balanced Routing Algorithm with Transmission Range Adjustment for Network Lifetime Improvement in WSNs
308-312, 2022-01-01
[ energy efficiency,network lifetime,Wireless sensor networks ]

Loopback Crosstalk Estimation and Compensation for MIMO Wideband Transceiver Systems: Design and Experiments
819-824, 2022-01-01
[ calibration procedures,least square,multiple input multiple output,software defined radio platform,transceiver calibration,transceiver crosstalk (or coupling) ]

Design and Experimental Validation of Digital Pre-distortion Techniques for mmWave OTA with Multiple Nonlinear Power Amplifiers
2021-08-01
[ digital pre-distortion,indirect learning architecture,millimeter-wave,multiple power amplifiers,nonlinearity,over-the-air,spectrum efficiency ]

Design of Millimeter Wave Active Array Antenna Module with Embedded System and Calibration of Software Defined Radio Platform
2021-08-01
[ active array antenna,Anokiwave MMIC,ARM MCU,ITRI M3-Force SDR,millimeter wave (mmWave),network analyzer ]

A New Resource Allocation Strategy for Avoiding Interference in mmWave Networks
932-933, 2021-01-01
[ mainlobe interference,MmWave beamforming,resource management ]

Device-Free Indoor Human Activity Recognition Using Wi-Fi RSSI: Machine Learning Approaches
2020-09-28
[ Device-free activity recognition,Wi-Fi RSSI,machine learning ]

Resource Allocation in Energy-Efficient URLLC Multi-user Multicarrier AF Relay Networks
2020-06-01
[ amplify-and-forward (AF) relay,finite blocklength codes,multi-user,multicarrier,Resource allocation,ultra-reliable low-latency communication (URLLC) ]

Transceiver Design for Ful1-Duplex Ultra-Reliable Low-Latency Communications with Finite Blocklength
2020-05-01
[ coding rate , finite blocklength (FBL) codes , Ful1-duplex (FD) , optimization , power allocation , transceiver design , ultra-reliable low-latency communication (URLLC) ]

Energy-Efficient Precoder Design for URLLC-Enabled Downlink Multi-User MISO Networks Using Finite Blocklength Codes
2020-05-01
[ finite blocklength (FBL) codes,multi-user,multiple-input single-output (MISO),optimization,Precoder design,ultra-reliable low-latency communication (URLLC) ]

Mobility-aware probabilistic caching in UAV-assisted wireless D2D networks
2019-12-01
[ Device-to-device (D2D) communications,Mobile edge caching,Unmanned aerial vehicle base station (UAV-BS) ]

On outage probability for exploiting residual self-interference in full-duplex amplify-and-forward relay networks
2019-09-01
[ full-duplex communication,self-interference,amplify-and-forward relays ]

Joint subcarrier pairing and power allocation for achieving energy-efficient decode-and-forward relay networks
2019-04-01
[ Energy-efficient relay networks,decode-and-forward relay,subcarrier pairing,power allocation ]