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 1100801~1110731
[低軌道衛星,非地面網路,無人機,機器學習
,
LEO satellites,Non-terrestrial networks,Unmanned aerial vehicles,Machine learning]
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 1090801~1100731
[無人機,無線感測,物聯網,機器學習
,
Unmanned Aerial Vehicles (UAVs),Wireless Sensing,Internet of Things (IoT),Machine Learning]
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 1090501~1100430
[無人機,網路安全,超可靠度和低延遲通訊,物聯網
,
unmanned aerial vehicles (UAVs),network security,ultra-reliable and low latency communications (URLLC),Internet of Things (IoT)]
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 1080501~1090430
[無人機,網路安全,超可靠度和低延遲通訊,物聯網
,
unmanned aerial vehicles (UAVs),network security,ultra-reliable and low latency communications (URLLC),Internet of Things (IoT)]
A Task-Oriented Deep Learning Approach for Human Localization
IEEE Transactions on Cognitive and Developmental Systems,
17,
3,
525-539,
2025-01-01
[
Device-free localization,machine learning,unmanned aerial vehicles (UAVs),wireless sensing
]
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
]
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
]
A Lightweight Stochastic Blockchain for IoT Data Integrity in Wireless Channels
IEEE Open Journal of Vehicular Technology,
4,
765-781,
2023-01-01
[
Blockchain,data integrity,Internet of Things (IoT),network security
]
Artificial Intelligence for Autonomous Vehicular Communication Networks [From the Guest Editors]
IEEE Vehicular Technology Magazine,
17,
2,
83-84,
2022-06-01
Joint Trajectory Design and BS Association for Cellular-Connected UAV: An Imitation-Augmented Deep Reinforcement Learning Approach
IEEE Internet of Things Journal,
9,
4,
2843-2858,
2022-02-15
Defense against Machine Learning based Attacks in Multi-UAV Networks: A Network Coding Based Approach
IEEE Transactions on Network Science and Engineering,
2022-01-01
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)
]
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
]
Neat Temporal Performance of InGaAs/InAlAs Single Photon Avalanche Diode with Stepwise Electric Field in Multiplication Layers
IEEE Access,
9,
32979-32985,
2021-01-01
[
light detection and ranging,Single photon avalanche diode (SPAD),timing jitter
]
Autonomous Tracking Using a Swarm of UAVs: A Constrained Multi-Agent Reinforcement Learning Approach
IEEE Transactions on Vehicular Technology,
69,
11,
13702-13717,
2020-11-01
[
constrained Markov decision process,localization and tracking,Multi-agent reinforcement learning,unmanned aerial vehicles (UAVs)
]
Stochastic Blockchain for IoT Data Integrity
IEEE Transactions on Network Science and Engineering,
7,
1,
373-384,
2020-01-01
HiAuth: Hidden authentication for protecting software defined networks
IEEE Transactions on Network and Service Management,
16,
2,
618-631,
2019-06-01
[
Denial of service (DoS) attacks , Information hiding , OpenFlow , Software defined networking (SDN)
]
An Overflow Problem in Network Coding for Secure Cloud Storage
IEEE Transactions on Parallel and Distributed Systems,
30,
4,
789-799,
2019-04-01
[
Cloud storage , data security , network coding
]
Privacy protection for internet of drones: A network coding approach
IEEE Internet of Things Journal,
6,
2,
1719-1730,
2019-04-01
[
Internet of Drones (IoD) , network coding , privacy protection
]
SDN-Enabled traffic-aware load balancing for M2M networks
IEEE Internet of Things Journal,
5,
3,
1797-1806,
2018-06-01
[
Load balancing , machine-to-machine (M2M) networks , software-defined networking (SDN)
]
Deterministic quality of service guarantee for dynamic service chaining in software defined networking
IEEE Transactions on Network and Service Management,
14,
4,
991-1002,
2017-12-01
[
Quality of service , Service chaining , Software defined networking
]
Eavesdropping prevention for network coding encrypted cloud storage systems
IEEE Transactions on Parallel and Distributed Systems,
27,
8,
2261-2273,
2016-08-01
[
data security , distributed storage , Network coding
]
BZ-BFT: An Efficient and Scalable Consensus Mechanism for Blockchain Federated Learning
2025-01-01
[
BatchZKP,Blockchain,BZ-BFT,Consensus Mechanism,Federated Learning,Zero-Knowledge Proofs
]
Physical Layer Key Generation for Internet of Drones: A Multimodal Learning Approach
299-304,
2025-01-01
[
channel state information (CSI),multimodal learning,physical layer key generation (PLKG),trajectory prediction,Unmanned aerial vehicle (UAV)
]
Demo: Deep Learning-Assisted Physical Layer Key Generation for Secure UAV Communications
163-165,
2025-01-01
[
channel state information (CSI),multi-modal learning,physical layer key generation (PLKG),trajectory prediction,Unmanned aerial vehicle (UAV)
]
Robust Semantic Communication for UAV Control with Integrated Trajectory Prediction
2025-01-01
[
control and command,deep learning,semantic communication,trajectory prediction,Unmanned aerial vehicle (UAV)
]
Impact of UAV-Induced Vibrations and Doppler Effects on Deep Learning-Based Automatic Modulation Classification
309-310,
2025-01-01
[
Automatic modulation classification (AMC),cognitive radio,deep learning,unmanned aerial vehicle (UAV)
]
Learning Client Selection Strategy for Federated Learning across Heterogeneous Mobile Devices
2024-01-01
A High-security Internet of Drones Design by Integrating Physical-layer Key Generation and Blockchain
351-352,
2023-01-01
[
blockchain,Internet of Drones (IoD),physical layer key generation (PLKG),Unmanned aerial vehicle (UAV)
]
Fusion of Received Signal Strength and Channel State Information for Wireless Human Sensing
617-618,
2023-01-01
[
channel state information (CSI),human detection,indoor localization,received signal strength (RSS),Wireless sensing
]
Trajectory Control in Self-sustainable UAV-aided mmWave Networks: A Constrained Multi-agent Reinforcement Learning Approach
1017-1022,
2022-01-01
[
constrained Markov decision process (CMDP),Reinforcement learning,trajectory planning,unmanned aerial vehicles (UAVs)
]
Deep Learning for Base Station Association in Cellular-connected Unmanned Aerial Vehicle Systems
31-32,
2022-01-01
[
cell association,cellular networks,Unmanned aerial vehicle (UAV)
]
Combating the Impact of Jittering in UAV-based Sensing Systems Using Deep Denoising Network
2020-11-01
[
jittering,Unmanned aerial vehicles (UAVs),wireless sensing
]
Very-Fast Timing Performance of InGaAs/InAlAs Single Photon Avalanche Diode with Dual Multiplication Layers
2020-05-01
[
]
Very-fast timing performance of InGaAs/InAlAs single photon avalanche diode with dual multiplication layers
2020-01-01
[
]
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)
]
Artificial Intelligence based Edge Caching in Vehicular Mobile Networks: Architecture, Opportunities, and Research Issues
2019-09-01
[
]
A machine learning based attack in UAV communication networks
2019-09-01
[
]
Autonomous Flying WiFi Access Point
2019-06-01
[
Drone based user localisation,Flying access point,UAV access point
]
A dynamic security traversal mechanism for providing deterministic delay guarantee in SDN
2014-01-01
[
Cloud datacenter , OpenFlow networks , Security traversal
]
A proximity sensor based no-touch mechanism for mobile applications on smart phones
2012-12-01
[
Cloud computing,Proximity sensor,Speech recognition
]
專書
Big Data and Software Defined Networks
353-374,
2018-01-01
[
Abnormal data flows,Big data,Big data analytics,Computer communications,Computer network security,Computer networks and techniques,Data analysis,Data security,Intrusion detection,Network service providers,SDN,Secure data flows,Security enhancement,Security risks,Software defined networking
]
Big Data and Software Defined Networks
2018-01-01
[
人工智慧,無線網路,大數據
]
校外榮譽
114 [國家科學委員會] 未來科技獎
114 [中華民國消費電子學會] 消費電子學會傑出青年獎
114 [國家科學及技術委員會] 全國電信研討會最佳論文獎
114 [電機電子工程師學會] 臺灣國際消費性電子研討會最佳學生論文獎第一名
113 [國家科學委員會] 國科會電信學門計畫成果優良海報展示獎
112 [國家科學委員會] 國科會電信學門計畫成果優良海報展示獎
112 [台灣雲端計算學會] 台灣雲端計算學會優秀青年學者獎
111 [科技部] 科技部電信學門計畫成果優良海報展示獎
110 [科技部] 科技部電信學門優良計畫成果展示佳作獎
110 [電機電子工程師學會] IEEE 資深會員
109 [台灣電機電子工程學會] 台灣電機電子工程學會TIEEE碩士論文(應用組)優等指導獎
107 [財團法人潘文淵文教基金會] 潘文淵考察研究獎
107 [科技部] 科技部博士後研究人員學術著作獎
校內獲獎
114 研究傑出獎
113 研究傑出獎
112 研究傑出獎
110 新聘傑出獎(舊制)
109 新進教師補助
109 新聘傑出獎(舊制)
108 新聘傑出獎(舊制)
期刊編輯
110 ~ 111
IEEE Vehicular Technology MagazineISSN 1556-6072 EISSN 1556-6080 擔任客座主編，針對專題Special Issue on “Artificial Intelligence for Autonomous Vehicular Communication Networks”，邀請該領域的國際專家進行稿件與評審組織。
國立中央大學