王蒞君

Application of Generative AI for Unsupervised Data Augmentation and Auto Labeling in Surface Defect Detection

電機學院碩士在職專班

自動化標註、生成式人工智慧、指定範圍圖像生成、表面瑕疵檢測、資料增量、Auto Labeling、Generative Artificial Intelligence、Region-Specified Image Generation、Surface Defect Detection、Data Augmentation

Lightweight Stochastic Blockchain-Based Solutions for IoT Data Integrity in 6G Wireless Networks

電機資訊國際博士學位學程

區塊鏈、輕量化隨機區塊鏈、資料完整性、物聯網、第六代行動通訊（6G）無線網路、訊號雜訊比自適應能量偵測、信 譽輔助合作式頻譜感測、動態頻譜存取、信譽證明（PoR）、實體 不可複製函數（PUF）、PUFchain、Blockchain、Data Integrity、Internet of Things (IoT)、6G Wireless Networks、Lightweight Stochastic Blockchain、Reputation-Assisted Cooperative Spectrum Sensing、Dynamic Spectrum Access、Physically Unclonable Function (PUF))、SNR-Adaptive Energy Detection、Proof of Reputation (PoR)

Multimodal Semantic Feature Extraction and Semantic Retrieval Method

智慧與綠能產學研究所・共同指導：歐陽盟

低解析度影像、語意特徵提取、語意檢索、增量學習、Low-Resolution Image、Semantic Feature Extraction、Semantic Retrieval、Incremental Learning

Lightweight Masked SWIN-Unet for Radio Map Reconstruction from Sparse Observations

電信工程研究所

無線電地圖重建、影像驅動、輕量化模型、SWIN-Unet、參數效率、Radio Map Reconstruction、Image-Driven、Lightweight Model、Parameter Efficiency

PHeature Matrix: A Hierarchical Framework with Physiological Significance for Cognitive Impairment Diagnosis via Photic-Stimulated EEG and Statistical Feature Optimization

電機工程學系・共同指導：黃紹華

功率頻譜密度、失智症、輕度認知障礙、相干性、腦電圖、生理特徵意義、Power spectral density (PSD)、Dementia、Mild Cognitive Impairment (MCI)、coherence、Electroencephalography (EEG)、Biological Relevance of Features

Prediction-Enhanced Autoscaling Strategy (PEAS) for SLO Assurance and Resource Efficiency Improvement in AI Microservices on Kubernetes

電機工程學系

機器學習、深度學習、Kubernetes、k8s、Containers、autoscaling、Machine Learning、Deep Learning

An Image-Based Approach for Unknown Attack Detection in Network Intrusion Detection Systems

電機工程學系

入侵偵測系統、未知偵測、Intrusion Detection System、Unknown Attack Detection

FPGA Implementation of Multi-Feature Spectrum Sensing based on Green Learning

電機工程學系

現場可程式邏輯閘陣列、射頻系統晶片、綠色學習、頻譜感測、FPGA、RFSoC、GREEN LEARNING、SPECTRUM SENSING

SC-JSCC: Deep Joint Source-Channel Coding System with Semantic Compensation Module for Image Semantic Transmission

電機工程學系

聯合信源通道編碼、深度學習、自動編碼器、無線影像傳輸、語義通訊、Joint Source-Channel Coding (JSCC)、Deep Learning、Autoencoder、Wireless Image Transmission、Semantic Communication

NeuroStage: A Stable and Interpretable Multidomain EEG Model for Early Cognitive Decline Detection

智能系統研究所

腦電圖、功率頻譜密度、功能連結性、微狀態、二階段集成分類、輕度認知障礙、可解釋性、Electroencephalography、Power Spectral Density、Coherence、Microstate、Two-stage Ensemble Classification、Mild Cognitive Impairment、Interpretability

Satellite Handover Solution Based on Deep Reinforcement Learning for Scheduling in Satellite Constellation and Ground Station Communication System

太空系統工程研究所・共同指導：陳秀莉

衛星通訊、衛星切換、低軌衛星星系、多智能體強化學習系統、階層式強化學 習、動作遮罩、satellite communication、satellite handover、LEO satellite constellation、MADRL system、hierarchical reinforcement learning、action mask

Automotive 3-D Imaging Radar Technology Combining EMVS and Phased-MIMO Architecture: Design and Analysis Based on PMCW Waveform

電信工程研究所

Phased-MIMO 雷達、電磁向量感測器、相位調變連續波、匹配濾波器、恆虛警率處理器、目標存在機率、ESPRIT演算法、Phased-MIMO radar、EMVS、PMCW、matched filter、CFAR processor、target probability、ESPRIT

KR-MAE: AnImage-Driven Model for Distribution-Aware Radio Map Reconstruction

電機工程學系

無線電地圖重建、深度學習、無線電訊號分佈、遮蔽自編碼器、損失函數、Radio map reconstruction、Signal distribution、Deep learning、Masked autoencoder、Loss function

Blockchain-based Federated Learning for Edge AI with Efficient Differential Privacy and Zero Knowledge Proofs

電機工程學系

差分隱私、區塊鏈、聯邦學習、共識機制、零知識證明、Differential Privacy、Blockchain、Federated Learning、Consensus Mechanism、Zero-Knowledge Proofs

Maximizing Energy Efficiency in IoT-Aided Symbiotic Radio Systems Using Coupled Phase-Shift STAR-RIS

電信工程研究所

可同時透射及反射可重構智慧表面、耦合相位偏移、共生無線電、能源效率、懲罰對偶分解法、Coupled phase-shift、Symbiotic radio、Energy Efficiency、Penalty Dual Decomposition

An Explainable Two-Tier SVM Model for Mild Cognitive Impairment Detection with Resting State EEG

電機工程學系

輕度認知障礙、腦電圖、靜息態、T 檢定、功率譜密度、相干性、Mild Cognitive Impairment、Electroencephalography (EEG)、Resting State、t-test、Power Spectral Density、Coherence

Maximum Profit Differential Privacy Federated Learning Model with Chance Constraint via User Selection

電機工程學系

差分隱私、聯邦學習、基因演算法、信賴域演算法、Differential Privacy、Federated Learning、Genetic Algorithm、Trust-Region Algorithm

Spatial Multiplexing of Side-Glow Optical Fibers of Optical Camera based Optical Wireless Communication

電機學院碩士在職專班・共同指導：鄒志偉

側發光光纖、誤碼率、LSTM-NN、ReLu、bit error rate (BER)、side-glow-optical-fibers (SGOFs)

Effective Energy Efficiency Maximization for Latency-Sensitive Reconfigurable Intelligent Surface IoT : A Multi-User Multi-Task Decision Transformer Approach

電機工程學系

可重構智能反射表面、物聯網、離線強化學習、決策變換器、有效能源效 率、延遲服務品質、Reconfigurable Intelligent Surfaces、Internet of Things (IoT)、Offline Reinforcement Learning、Decision Transformer(DT)、Effective Energy Efficiency (EEE)、Quality of Service (QoS)

Keypoint Modeling and Defect Detection for Pantograph in Railway

智能系統研究所

集電弓、磨損檢測、關鍵點偵測、注意機制、Pantograph、Defect Detection、Keypoint Detection、Attention Mechanism

Generalized Straggler Effect in Hierarchical Federated Learning with Heterogeneous Mobile Users

電機工程學系

邊緣運算、機器學習、階層式聯邦學習、高效能、低延遲、Edge computing、Hierarchical Federated Learning、High Efficiency、Low Latency

Performance Enhancement for Non-Terrestrial Networks with Drones

電機資訊國際博士學位學程

無線通訊、空中網路、網路可靠性、資源分配、衛星通 訊、流量卸載、能源效率、Wireless communication、Aerial networks、Network reliability、Resource allocation、Satellite communication、Traffic offloading、Energy efficiency

3D Spectrum Map Reconstruction by Successive Upsampling with ADMM-Based Compressive Sensing

電信工程研究所・共同指導：黃昱智

三維頻譜地圖、頻譜感測、壓縮感知、交替方向乘數法、連續升採樣、3D Spectrum Map、Spectrum Sensing、Compressive Sensing、Alternating Direction Method of Multipliers、Successive Upsampling

Analysis of Near-Far Problem in Multiple-Input Multiple-Output Radar Systems Using Random Sequences for Target Detection

智能系統研究所

多輸入多輸出雷達、Phased-MIMO雷達、遠近問題、隨機數列、三維目標檢測、MIMO Radar、Phased-MIMO Radar、Near-Far Problem、Random Sequence、3D Target Detection

Design and Optimization of UAV-RIS Assisted Multiuser Communication Systems for Next-Generation 6G Wireless Networks

電機資訊國際博士學位學程・共同指導：黃昱智

無人機 (UAV)、可重構智慧表面 (RIS)、將干擾視為噪音 (TIN)、非正交多址 (NOMA)、廣義 Benders 分解 (GBD)、速率分割多址 (RSMA)、整合感測、計算和通訊 (ISCC)、unmanned aerial vehicles (UAVs)、reconfigurable intelligent surfaces (RIS)、treating interference as noise (TIN)、non-orthogonal multiple access (NOMA)、generalized Benders decomposition (GBD)、rate-splitting multiple Access (RSMA)、integrating sensing、computing、and communications (ISCC)

Design and Optimizations Toward Smart Grid Connected Green Future Communication Networks

國際半導體產業學院・共同指導：斯瓦德斯德

永續發展、智慧電網、綠色通訊、行動網路營運商、網路能源系統、Sustainability、smart grid networks、green communication、mobile network operator、networked energy systems

Energy and Spectrum-Efficient Symbiotic Radio with Reconfigurable Intelligent Surface: A Whale-inspired Genetic Optimization Algorithm

電機工程學系

共生無線電、可重構智能反射表面、基因演算法、鯨魚演算法、Symbiotic Radio、Reconfigurable Intelligent Surfaces、Genetic Algorithm、Whale Optimization Algorithm

Integrated Cognitive Radio and Reconfigurable Intelligent Surface for High Spectral Efficiency: An Improved Hybrid Action-Double Actors Regularized Critics

人工智慧技術與應用碩士學位學程

可重構智慧表面、認知無線電、動態頻譜共享、Reconfigurable Intelligent Surface、Cognitive Radio、Dynamic Spectrum Sharing

Classifying and Visualizing Brain States of fNIRS Data by Explainable Convolutional Neural Network

電機工程學系

Feature extraction、Predictive models、Data visualization、Biological system modeling、大腦資料建模、模型預測、數據可視化、生物系統建模、fNIRSNet

Self-Supervised Reinforcement Learning for Energy-Efficient Reconfigurable Intelligent Surface-Enabled IoT Networks

電機工程學系

物聯網、上行傳輸、自監督強化學習、可重構智能表面、Internet of Things、uplink transmission、self-supervised reinforcement learning、reconfigurable intelligent surface

Privacy Preserving UAV-RIS-assisted Communications with Clustered-Federated-Learning-based Pedestrian Trajectory

電機工程學系

無人機、可重構智慧表面、聯邦學習、隱私保護、行人軌跡、unmanned aerial vehicle、reconfigurable intelligent surface、federated learning、privacy preserving、pedestrian trajectory

Delay Analysis of Heterogeneous Data Flows and Multi-hop Networks

電機工程學系

Martingale theory、智慧可重構表面、超可靠低延遲通訊、增強型行動寬頻通訊、隨機網路積分、Ultra-Reliable Low-Latency Communications、Enhanced Mobile Broadband、Stochastic Network Calculus、Reconigurable Intelligent Surace

Enhancing Security in Next Generation URLLC System with RIS and Artificial Noise

人工智慧技術與應用碩士學位學程

資源分配、短封包傳輸、人工噪聲、超可靠低延遲通訊、可重構智慧表面、塊座標下降法、Resource allocation、short packet transmission、artificial noise、ultra-reliable low-latency communication、reconfigurable intelligent surfaces、block coordinate descent method

Optimal Antenna Array Placement Design for Interference Resistance in Multiple-Input Multiple-Output Radar Systems

電信工程研究所

多輸入多輸出雷達、元啟發式演算法、旁辦水準、天線陣列部署、MIMO Radar、meta-heuristic algorithm、sidelobe level、antenna array deployment

Modeling and Analysis of Pseudo-Random Code Multiple-Input Multiple-Output Radar for 3D Target Detection with Probabilistic Cubes

電機工程學系

虛擬亂數、多輸入多輸出雷達、機率立方體、三維目標偵測、成像雷達、分碼多重進接、Pseudo-Random Code、MIMO Radar、Probabilistic Cubes、3D Target Detection、Imaging Radar、CDMA

Cooperative Learning for Distributed Uplink Resource Allocation to Optimize the Fairness and Spectrum Efficiency of NextGeneration Wireless Relay Communication Systems

電機工程學系

無線中繼通訊系統、機器學習、分散式上行鏈路資源分配、Wireless relay communication system、Machine learning、Distributed uplink resource allocation

Jitter Prediction of Unmanned Aerial Vehicle with Reconfigurable Intelligent Surface Systems Using Random Forest and Autoregressive-Generalized Autoregressive Conditional Heteroskedasticity (AR-GARCH)：A Modeling Approach Requiring Extremely Small Amount of Training Data

電機工程學系

無人機、可重構智慧表面、抖動預測、波束成形、Unmanned Aerial Vehicle、Reconfigurable Intelligent Surface、Jitter Prediction、Beamforming

Toward Robust Unmanned Aerial Vehicle Communications Networks by Deep Learning

電機工程學系

穩健深度學習、無人機通訊網絡、可重構智慧反射面、車聯網頻譜安全、Robust deep learning、Unmanned aerial vehicle、Reconfigurable intelligent surface、Connected vehicle、Spectrum sharing、Energy harvesting

Coordinating Multiple UAVs Based on Nonlinear Model Predictive Control

電機資訊國際學程

非線性模型預測控制、NMPC、無人機、UAV、Drone

Time Series Heterogeneous Data Fusion Optimization for Vehicle Detection in LIDAR-based and RFID-based System of ETC

電機工程學系

LIDAR、Data Fusion、ETC、GPR、RFID

Temporal Difference-Aware Graph Convolutional Reinforcement Learning for Multi-Intersection Traffic Signal Control

電機工程學系・共同指導：帥宏翰

機器學習、強化學習、交通號誌控制、參數共享、圖卷積神經網路、Machine Learning、Reinforcement Learning、Traffic Signal Control、Parameter Sharing、Graph Convolution Network

Distributed 2-Hop Cluster Routing Protocol for WSN

網路工程研究所・共同指導：陳健

物聯網、無線傳感器網路、路由協議、二跳簇、節能、Internet­-of-­Things、wireless sensor network、routing protocol、2­-hop cluster、energy-­efficient

Joint Active and Passive Beamforming to Compensate the Jittery Perturbation Impact on RIS-assisted UAV Wireless Communications

電機工程學系

可重構智慧表面、無人機、Reconfigurable Intelligent Surface、Unmanned Aerial Vehicles

Cross-Layer Design of Resource Management Mechanism for Vehicular Networks

電信工程研究所

跨層、車聯網、資源管理、資源碰撞、Cross-layer、Vehicular networks、Resource management、Resource collision

Imbalanced Aspect Ratio of Surface Defect Detection Using Small Data

電機工程學系・共同指導：帥宏翰

物件辨識、卷積神經網絡、瑕疵檢測與分類、自動光學檢測、資料擴增技術、Object Detection、Convolutional Neural Network (CNN)、Defect Inspection and Classification、Automatic Optical Inspection (AOI)、Data Augmentation Technique

Transfer Learning for Reducing Human Variability in Electroencephalogram and Body-Posture Data

電機工程學系

機器學習、腦機介面、感測器、人工智慧、腦電圖、Machine learning、Brain-computer interface、Sensor、Artificial Intelligence、Electroencephalogram

High-Performance Multi-Access Edge Computing and Communications by Interference-driven Message Passing and Latency-aware Traffic Offloading

電機工程學系

干擾驅動消息傳遞、延遲感知流量卸載、多接入邊緣計算和通信、Interference-driven Message Passing、Latency-aware Traffic Offloading、Multi-Access Edge Computing and Communications

Design and Analysis of Cognitive Spectrum Sharing Mechanism for Coexisting URLLC and eMBB Users in B5G Networks

電機工程學系

共存系統、Coexisting systems

Learning Based Spectrum Partition for Multiplexing URLLC and eMBB

電機工程學系

頻譜分配、URLLC、eMBB、強制學習、基因演算法、spectrum partition、reinforcement leanrning、genetic algorithm

Performance Evaluation of UAV-Assisted Cellular Mobile Networks

電機工程學系

無人機、中繼、細胞式網路、UAV、Relay、Cellular Networks

Geometry-based Compressive Sensing for UAV Radio Map Reconstruction

電信工程研究所

災區通訊、無人機、無線電地圖重建、壓縮感知、空間幾何關聯性、Emergency communication in disaster、UAV、Radio Map Reconstruction、Compressive Sensing、Spatial Correlation

Feature-based Defect Data Augmentation for Enhanced Automatic Optical Inspection

電信工程研究所

表面貼焊技術、非焊錫性瑕疵、偏移元件、生成對抗網路、自動光學檢測、surface mounted technology、non-solder defects、shift components、generative adversarial network、automatic optical inspection

Knowledge-Defined Orchestration and Control for Deterministic Quality of Service Provisioning in Intelligent Mobile Edge Networks.

電機資訊國際學程

動態遷移、協同、虛擬化、服務連續性、邊緣計算、軟體定義網路、網路訊息隱藏、Live migration、Orchestration、Virtualization、Service Continuity、Edge Computing、Software-Defined Networking、Network Information Hiding

Joint Optimal Communication and Computation Offloading For Multi-Access Edge Computing

電機工程學系

多接入邊緣運算、封包抵達率、服務容量、通訊卸載、運算卸載、卸載比例表、Multi-access Edge Computing、packet arrival rate、service capacity、communication offloading、computing offloading、Offloading Ratio Table

Health-based Fault Generative Adversarial Network for Cross-domain Data Augmentation and Fault Diagnosis under Machine Tool

電機工程學系

工具機、異常診斷、生成對抗網路、卷積神經網路、Machine Tool、Fault Diagnosis、Generative Adversarial Netrok、GAN、Convonlutional Neural Network、CNN

Variable-length Sparse 2D Fast Fourier Transform Accelerator for High-Speed mmWave Radar Applications

電機學院電信學程・共同指導：黃柏蒼

可變點數稀疏快速傅立葉轉換、Variable-length Sparse 2D Fast Fourier Transform

Multi-Armed Bandit Reinforcement Learning Power Control with Grant-free Transmissions for URLLC and mMTC Coexistence System in 5G Wireless

電信工程研究所

強化學習、無授權傳輸、超高可靠度和低延遲傳輸、功率控制、Multi-armed bandit learning、Grant-free transmission、URLLC、Power control

On-demand Deployment and Resource Management for Unmanned Aerial Vehicle Base Stations

電機工程學系

無人機、無人機基地台部署、幾何磁碟盤問題、Unmanned aerial vehicle、UAV-BS depoyment、Geometric disk cover problem

A Zero Idle Timeout P4 Switch

電信工程研究所・共同指導：陳健

軟體定義網路、P4、交換機管理、SDN、enrty management

Autonomous Navigating to Target with Collision Avoidance for Unmanned Aerial Vehicles

電機工程學系・共同指導：帥宏翰

Reinforcement Learning、Deep Learning、Machine Learning、Motion and Path Planning、Applications of Reinforcement Learning、強化式學習、深度學習、機器學習、路徑規劃

Model Updating for Real-Time Recommendation Systems

電信工程研究所

矩陣分解、隱藏樹、漸進式更新、即時推薦系統、漸進式備份、Matrix Factorization、Latent Tree、Incremental Updating、Real-Time Recommendation Systems、Incremental Checkpoint

Design and Implementation of Radar Transponder

電機學院電信學程・共同指導：吳霖堃

雷達、異頻雷達收發機、Radar、Transponder

Associating Multiple Priority Nodes with Soft Aggregator for Latency-aware Industrial IoT

網路工程研究所・共同指導：陳健

工業物聯網、延遲感知、軟體聚合器、Industrial IoT、Latency-aware、Soft aggregator

Reinforcement Learning for Fast Beam Handoff in Multiple Millimeter Wave Access Points

電信工程研究所

毫米波網路、波束搜尋、機器學習、mmWave networks、beam search、machine learning

Data-Driven Resource Management for Dynamic Small Cells

電機工程學系

資料驅動、超密集小型基地台、無人機小型基地台、機器學習、干擾、Data-driven、Ultra-dense small cell、Drone small cell、Machine learning、Interference

Data-Driven Training for RNN-Based Prognostics and Health Management in Industrial Machine Tools

網路工程研究所・共同指導：林寶樹

異常偵測、循環神經網路、資料量化、自動編碼器、Anomaly Detection、Recurrent Neural Network、Data Quantization、Autoencoder

Toward Accurate Performance Analysis for Simultaneous Wireless Information and Power Transmission in Heterogeneous Networks

電信工程研究所・共同指導：劉俊宏

異質性網路、無線充電、Heterogeneous Network、Energy harvesting

Physical-Layer Security in Millimeter Wave Heterogeneous Networks

電信工程研究所・共同指導：劉俊宏

異質性網路、毫米波、使用者關聯、實體層保密通訊、隨機幾何、heterogeneous network、millimeter wave、user association、physical layer security、stochastic geometry

A Study of Contraction Process for Hierarchical Image Segmentation and Image Matting

電信工程研究所・共同指導：王聖智

收縮程序、重複收縮與聚合、階層式影像分割、影像摳圖、Contraction Process、Iterative Contraction and Merging、Hierarchical Image Segmentation、Image Matting

Delay-aware Aggregation Approach for Group-based Machine Type Communications in Industrial IoT

電機工程學系

工業物聯網、集群式機器類型通訊、資料聚合、延遲感知、Industrial Internet of Things (IoT)、Group-based machine type communications (MTC)、Data aggregation、Delay-aware

Modeling and Analysis of Resource Allocation for Grant-free Transmission in 5G

電機工程學系

5G行動網路、免授權傳輸、延遲性能分析、5G mobile communication、grant-free transmission、delay performance

Beam-based Handover Strategy for 5G mmWave HetNets

電信工程研究所・共同指導：劉俊宏

毫米波網路、換手策略、使用者移動性、mmWave networks、Handover strategy、User mobility

Handoff Delay Analysis in SDN-enabled Mobile Networks: A Network Calculus Approach

電信工程研究所

軟體定義網路、行動網路、網路微積分、SDN、Mobile Network、Network Calculus

Flow Entries Capacity Enhancement for OpenFlow-enabled Legacy Switches by Heterogeneous Tables Integration

電機工程學系

軟體定義網路、流量表、交換機、Software Defined Network、OpenFlow、Flow Table、Switch

Control Plane Latency Reduction for Service Chaining in SDN-enabled Mobile Edge Computing Systems

網路工程研究所・共同指導：林寶樹

軟體定義網路、行動邊緣運算、服務鏈、Software Defined Network、Mobile Edge Computing、Service Chaining

Latency-aware Time-frequency MAC Design for 5G URLLC

電機工程學系

第五代行動通訊、低時延高可靠性通訊、時頻媒體存取控制、延遲感知、5G、URLLC、MAC Design、Latency-aware

Stochastic Blockchain for IoT Data Integrity

電機工程學系

物聯網、數據完整性、區塊鏈、Internet of Things (IoT)、Data Integrity、Blockchain

Latent Tree in Recommendation System

電機工程學系

潛藏樹狀模型、推薦系統、漸進式更新、Latent Tree Model、Recommendation System、Incremental Updating Method

Load-Aware Coordinated Multi-Point Joint Transmission in Dense Heterogeneous Networks

電信工程研究所・共同指導：劉俊宏

高密度異質性網路、多點協調傳輸、負載感知、Load-Aware、Coordinated Multi-Point、Dense Heterogeneous Networks

Power Control for LTE-U Small Cell and WiFi Coexisting System

電信工程研究所

功率控制、未授權頻譜、power control、LTE-U、WiFi

Performance Modeling and Deployment Strategy for mmWave Multi-Cellular Systems

電信工程研究所

毫米波、蜂巢式網路、佈建策略、隨機幾何、millimeter wave、cellular network、cell deployment、stochastic geometry、coverage

Physical Layer Abstraction for Optimal Receiver in High-Dimension MIMO Systems

電信工程研究所

物理層抽象技術、多輸入多輸出、互信息、Physical Layer Abstraction、MIMO、Mutual Information、Sphere decoding

Design and Fabrication of A Multifunction Filter Circuit

電機資訊國際學程・共同指導：Krishna Pande

濾波器、微帶線、分級阻抗濾波器、Filter、Microstrip line、Stepped impedance filter

Coordination Techniques for Future Mobile Networks: From Subcarrier, User to Base Station Cooperation

電信工程研究所

多重輸入多重輸出、正交分頻多工、集中式射頻接取網路、分集與多工增益取捨、Multiple-input-multiple-output、MIMO、Orthogonal frequency division multiplexing、OFDM、Centralized Radio Access Network、C-RAN、Diversity-multiplexing tradeoff

Resource Management for Generalized Cognitive Radio Networks

電機資訊國際學程

認知無線網路、資源管理、M/G/1 排隊模型、Cognitive Radio Network、Resource Management、Variable bandwidth、M/G/1 queuing model

Network Coding for Secure and Efficient Data Sharing

電信工程研究所

網路編碼、資料分享、雲端運算、資料安全、可靠度、Network coding、Data sharing、Cloud computing、Data security、Reliability

Network-Assisted Device-Decided Resource Management for Multi-pair Device-to-Device (D2D) Communications in Heterogeneous Networks

電信工程研究所

網路協助、裝置決定、異質性網路、裝置間通訊、毫微微細胞、資源管理、Network-Assisted、Device-Decided、Heterogeneous Networks、Device-to-Device、Femtocell、Resource Management

VM Placement for Reducing Traffic Load and Hosts

資訊學院資訊學程・共同指導：林寶樹

雲端、網路流量、虛擬機器、動態搬遷、資源使用率、Inter-Cloud、Traffic Cost、Virtual Machines、Live Migration、Resource Allocation

Application-Driven Memory Allocation for RFI-Based 3D-Stacked DRAM in Multi-Core Mobile Platforms

電信工程研究所

射頻互聯、記憶體分配、三維動態記憶體堆疊、RFI-Based、Memory Allocation、3D-Stacked DRAM

Scalable Topology-based Flow Entry Management in Data Center

資訊科學與工程研究所・共同指導：陳健

資料中心、流量管理、擴展性、Data center、Flow management、OpenFlow、Scalability

Mitigation of Pilot Contamination in Asynchronous Multi-Cell TDD Massive MIMO Systems

電信工程研究所・共同指導：陸曉峯

非同步系統、分時雙工巨型多輸入多輸出系統、領航訊號汙染、訓練符元汙染、Asynchronous Systems、TDD Massive MIMO Systems、Pilot Contamination

A Scalable Flow Management Scheme for Customizable Mobile Service Chain using OpenFlow

電機工程學系

軟體定義網路、行動服務、SDN、OpenFlow、NFV、Service Chain、Mobile Service

An Interference-Aware Small Cell Management Technique for High-Throughput and Energy Efficient Ultra-Dense Networks

電信工程研究所

小細胞管理技術、小細胞開關機制、超密集網路、干擾感知、small cell management technique、small cell on/off scheme、ultra-dense network、interference-aware

The Real-time Updating Problem for Recommendation Systems with Implicit Feedback

電信工程研究所・共同指導：溫宏斌

推薦系統、主題變動、隱性回饋、適應性演算法、Recommendation System、Concept Drift、Implicit feedback、Adaptive Algorithm

Exploiting the Benefits of Software-Defined Network in M2M and WiFi Systems

電機工程學系

軟體定義網路、機器對機器通訊網路、無線區域網路、負載平衡、能源效率、Software defined network、Machine to machine、wireless local area network、load balancer、energy efficiency

A Network Topology Based Network Coded Packet Retransmission Approach for Wireless Multicasting

資訊學院資訊學程・共同指導：王國禎

網路編碼、軟體定義網路、無線群播、網路拓樸、network coding、software-defined networking、wireless multicasting、network topology

Performance Analysis of Small Cells in General Fading Channels Using Stochastic Geometry Approach

電信工程研究所

小細胞網絡、隨即幾何、信道衰弱、small cells、stochastic geometry、general fading

Design and Implementation of Low Cost and High Performance RF Remote Control for Roll-up Doors

電機學院電信學程

遙控器、射頻、車庫捲門、Remote Control、RF、Roll-up Door

Smart Antenna Techniques for Interference Management in Hierarchical Cellular Systems

電信工程研究所

干擾管理技術、基地台合作技術、階層式基地台系統、階層式感知無線電、interference management、base station cooperation、hierarchical cellular systems、hierarchical cognitive radio

Impacts of User Mobility on Dynamic Cluster Algorithms in Cloud Radio Access Network

電信工程研究所

移動性、群組、分散式多天線、Mobility、Clustering、DLS-MIMO

Deterministic Quality of Service Guarantee for Dynamic Service Chaining in Software-Defined Networks

網路工程研究所・共同指導：林寶樹

資料中心、軟體定義網路、服務品質、Datacenter、Software-defined networking、Quality of service

A Queuing-based Analytical Model for Complex Event Processing on Stream Platform

資訊科學與工程研究所・共同指導：林寶樹

流資料、複雜事件處理、服務質量、Streaming data、Complex event processing、Quality of service

Antenna Clustering for Distributed Large Scale Multi Input Multi Output Cloud Random Access Network System

電信工程研究所

分散式多天線、節能、天線分群、DLS MIMO、energy saving、antennas clustering

Optimal Base Station Density of Power Efficient Small Cell Networks

電信工程研究所

能源效率、功率效率、基地台密度、卜松點分布、隨機幾何、小細胞網路、用戶傳輸速率、細胞傳輸速率、小細胞啟動關閉技術、energy efficiency、power efficiency、base station density、Poisson point process、stochastic geometry、small cell network、user rate、cell rate、small cell on/off

Hybrid Protected Subframes Resource Allocation in LTE-A Heterogeneous Network

電機學院電信學程

具保護作用子訊框、混合式具保護作用子訊框、小型基地台涵蓋範圍擴展、具公平性之計量法、Protected Subframes、Hybrid Protected Subframes、Cell Range Expansion、Proportional Fair Metrics

Analysis of Discontinuous Reception Power Saving with Radio Resource Control States Transition in LTE Networks

電信工程研究所

節能、非連續接收、無線資源控制、power-saving、DRX、RRC

Protocol design for privacy-preserving data mining using partial homomorphic encryption

資訊科學與工程研究所・共同指導：王國禎

密文資料探勘、同形加密、privacy-preserving data mining、partial homomorphic encryption

Virtual Machine Placement for Enhancing Energy Efficiency and QoS in Software Defined Datacenter Networks

電信工程研究所

資料中心、軟體定義網路、虛擬機器配置、datacenter、software defined network、virtual machine placement

A Link Eavesdropping Prevention Problem in Distributed Network Coded Data Storage Systems

資訊科學與工程研究所・共同指導：王國禎

分散式儲存系統、網路編碼、異地備援、雲端資料中心、線路竊聽、修復頻寬、秘密容量、Distributed Storage System、Network Coding、Remote Backup、Cloud Datacenter、Link Eavesdropping、Repair Bandwidth、Secrecy Capacity

Time Domain Coordination for Intercell Interference Reduction in LTE Hierarchical Cellular Systems

電信工程研究所

增強型細胞間干擾消除技術、資源分配、幾近空白子片段、干擾降低、Enhanced inter-cell interference Coordination、Resource allocation、Almost blank subframe、Interference reduction

Inter-Cell Interference Control for Heterogeneous Wireless Networks in 3GPP LTE-Advanced Systems

電信工程研究所

頻譜效率、前瞻長程演進、聯合執行、合作式排程及波束成行、異質性網路、spectrum efficiency、LTE-Advanced、joint processing、coordinated scheduling and beamforming、heterogeneous networks

Dynamic and Disjoint Layer-2 Routing in Cloud Datacenters

電信工程研究所

雲端運算、資料中心網路、繞徑、cloud computing、datacenter networks、routing

Investigation of Spectral and Energy Efficiency in LTE-A Heterogeneous Networks

電信工程研究所

前瞻長程演進、異質性網路、多點合作、能源效率、LTE-A、Heterogeneous Networks、Coordinated Multi-Point、Energy Efficiency

Optimal MIMO-OFDM Uplink Transmissions for Hierarchical Cognitive Radio Systems

電信工程研究所

感知無線電、多輸入多輸出天線、正交分頻多工、干擾消除、波束權重、使用者排程、cognitive radio、MIMO、OFDM、interference mitigation、beamforming、scheduling

A Flexible Analysis and Prediction Framework on Resource Usage in Public Clouds

資訊科學與工程研究所・共同指導：曾煜棋

資源預測、虛擬機器、平行化分群演算法、平行化頻繁樣式成長演算法、resource prediction、virtual machine、Parallel K-means、Parallel FP-growth

Interference Management for Heterogeneous Wireless Networks

電信工程研究所

異質無線網路、干擾管理技術、正交分頻多重接取之毫微微細胞網路、機器型態通訊、裝置間通訊、切換式波束方向性天線、穩定子通道分配、分群控時機制、無線接取網路壅塞、核心網路壅塞、網路協助式干擾管理、heterogeneous wireless network、interference management technique、OFDMA-based femtocell network、machine type communications、MTC、device-to-device communications、D2D communications、switched-beam directional antenna、stable subchannel allocation、group-based time control mechanism、radio access network congestion、RAN congestion、core network congestion、CN congestion、network-assisted interference management

Cell Design for Energy-Efficient Wireless Data Networks

電信工程研究所

綠色通訊、高效節能、細胞規劃、細胞半徑、能量消耗、Green Communications、Energy-Efficient、Cell Planning、Cell Radius、Energy Consumption

Congestion Control in Cloud Datacenter by Bandwidth Adaptation

電信工程研究所

雲端資料中心、壅塞控制、cloud datacenter、congestion control