吳卓諭

分散式分群、稀疏子空間分群、本地資料稀缺、交替最佳化、核方法、子空間聚合、Distributed Clustering、Sparse Subspace Clustering、Local Data Scarcity、Alternating Optimization、Kernel Method、Subspace Aggregation

大規模機器通信、用戶偵測、免授權接取系統、壓縮感知、近點梯度下降演算法、massive machine-type communication、Grant-free access、user activity detection、compressive sensing、proximal gradient descent algorithm

壓縮式感測、稀疏重建、單位元壓縮式感測、L1-L2最小化、雜訊抵抗、Compressed sensing、sparse recovery、one-bit compressed sensing、L1-L2 minimization、robustness

低地軌道衛星、數位孿生、多智能體系統、深度強化學習、無線 資源管理、Low Earth orbit、digital twin、multi-agent system、deep reinforcement learning、resource allocation

稀疏貝氏學習、最大期望(EM)演算法、數位預失真、核近似、核主成分分 析、綠色學習、Sparse Bayesian Learning、EM Algorithm、Digital Predistortion、Kernel Approximation、Kernel PCA、Green Learning

HRL、DCF、joint UL/DL、multiple resource units、multi-link operation、階層式強化學習、分散式協調功能、聯合上下行、多資源單元、多連結操作、802.11be

睡眠呼吸中止和肢體抽動檢測、Wi-Fi非接觸式感測、無線通道狀態資訊、半監督式學習、領域自適應、課程學習、對比學習、sleep apnea and limb movement detection、Wi-Fi contactless sensing、wireless channel state information、semi-supervised learning、domain adaptation、curriculum learning、contrastive learning

高光譜影像、譜分群、稀疏子空間分群、超像素、相似圖、Hyperspectral image、Spectral clustering、Sparse subspace clustering、Superpixel、Similarity graph

子空間叢集、稀疏子空間叢集、鄰點恢復率、效能保證、加權LASSO、廣義正交匹配追蹤、壓縮式感測、Subspace clustering、Sparse subspace clustering、Neighbor recovery rate、Performance guarantees、Weighted LASSO、Generalized orthogonal matching pursuit、Compressive sensing

壓縮感測、智慧電網、故障定位、稀疏訊號重建演算法、電力系統、compressed sensing、smart grids、fault location、sparse signal reconstruction、power system

智慧反射面板、全雙工通訊系統、隨機通道誤差、強韌式設計、波束成型設計、Reconfigurable intelligent surface、full-duplex system、random channel error、robust design、beamforming design

雲端化無線存取網路、毫米波、用戶調度、基站分群、網路效用最大化、預編碼設計、半正定規劃、投影梯度下降、漸進最佳化、Cloud radio access network (C-RAN)、millimeter wave (mmWave)、user scheduling、base-station clustering、network utility maximization、precoder design、semidefinite programming (SDP)、projected gradient descend (PGD)、asymptotically optimum

降維、影像表示、稀疏子空間分群、人臉辨識、鄰域保持降維、dimensionality-reduction、image representation、sparse subspace clustering、face recognition、neighborhood preserving embedding

異常偵測、最鄰近子空間、正規化、人臉異常辨識、數字異常辨識、outlier detection、anomaly detection、validation and outlier rejection、Nearest Subspace、normalize、face recognition、digits recognition

混合預編碼、毫米波MIMO系統、部分連結架構、hybrid precoding、mmWave MIMO system、partially connected architecture

協作式波束成型、量化、不動點理論、布勞威爾不動點定理、Schauder不動點定理、cooperative beamforming、quantization、fixed point theory、Brouwer's fixed point theorem、Schauder's fixed point theorem

連續干擾消除、稀疏碼多工、最大似然法則、信息傳遞演算法、低複雜度、SCMA、MPA、ML、low complexity、successive interference cancellation

壓縮感測、無線感測器網路、分散式估計、高能源效益、事件區域偵測、合作式融合、Compressive sensing、Wireless sensor networks、Distributed estimation、Energy efficiency、Event-region detection、Cooperative fusion

區塊稀疏訊號重建演算法、區塊受限保距特性、稀疏碼多工、信息傳遞演算法、降低複雜度、Block sparse signal reconstruction、Block restricted isometry property、Sparse code multiple access、Message pass algorithm、Reduced complexity

壓縮式感測、量化、無線感測網路、compressive sensing、quantization、wireless sensor network

稀疏性表示、群分稀疏子空間、臉部辨識、譜分群、(正交)匹配追求、sparse representation、spectral clustering、(orthogonal) matching pursuit、sparse subspace clustering、face recognition

壓縮式感測、保角、正交比對演算法、子空間演算法、隨機存取、干擾消除、compressed sensing、conformality、OMP、SP、random access、interference cancellation

無線中繼網路、通道狀態資訊、通道預測、通道估計、訊雜比分析、預先最大比率結合、Wireless relay networks、channel state information、channel prediction、channel estimation、SNR analysis、pre-MRC

感知無線電網路系統、波束型成、通道狀態資訊、通道編碼、訊號冗餘、Cognitive radios、Beamforming、Channel state information、Channel coding、Signaling overhead

區塊稀疏、壓縮感知、有限等距性質、通道估計、大規模多天線、Block sparse、Compressive sensing、Restricted isometry property、Channel estimation、Massive MIMO

壓縮式感測、量化、無線感測網路、Compressive Sensing、Quantization、Wireless Sensor Networks

壓縮式感測、干擾消除、受限保距常數、最小主要角、Compressive sensing、Interference cancellation、Restricted isometry constant、Minimum principal angle

感知無線電、合作式感測、硬決策、多數決法則、非線性規劃、傳輸功率配置、Cognitive Radio、Cooperative Sensing、Hard Decision、Majority Fusion Rule、Nonlinear Programming、Transmit Power Allocation

大規模多天線系統、天線演算法、服務品質、入射角、多重訊號分類、Massive MIMO、antenna selection、QoS、Direction of Arrival (DoA)、MUSIC

感知無線電、能量偵測法、頻譜偵測、Cognitive Radios、Energy Detection、Spectrum Sensing

分散式估計、瑞利衰落通道、最大似然估計、無線感測網路、Distributed estimation、quantization、Rayleigh fading channels、maximum-likelihood estimation、Cramér–Rao Lower Bound、wireless sensor networks

壓縮感測技術、單載波頻域等化、最小平方法、正交分頻多工、Compressive Sensing、SC-FDE、LS、OFDM

長程演進、單載波分頻多工、訓練冗餘、訓練符號、通道狀態資訊、通道估計、通道預測、Long Term Evolution (LTE)、Single-Carrier Frequency Division Multiple Access (SC-FDMA)、Channel State Information (CSI)、pilots、Linear Minimum Mean Square Error (LMMSE) estimation、channel prediction

無線感測器網路、合作式通訊、放大轉發、波束形成、低冗餘、量化、wireless sensor networks、Cooperative communications、amplify and forward、beamforming、overhead reduction、quantization