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Dynamic Scene Deblurring Using Spatially Variant Recurrent Neural Networks
Jingshuai Zhang, Jin-shan Pan, +4 authors Ming-Hsuan Yang , IEEE/CVF Conference on Computer Vision and… , 2018MATLABFree
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Learning Dual Convolutional Neural Networks for Low-Level Vision
Jin-shan Pan, Sifei Liu, +8 authors Ming-Hsuan Yang , IEEE/CVF Conference on Computer Vision and… , 2018PythonFree
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Fast and Accurate Online Video Object Segmentation via Tracking Parts
Jingchun Cheng, Yi-Hsuan Tsai, Wei-Chih Hung, Shengjin Wang, Ming-Hsuan Yang , IEEE/CVF Conference on Computer Vision and… , 2018PythonFree
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SPLATNet: Sparse Lattice Networks for Point Cloud Processing
Hang Su, Varun Jampani, +4 authors Jan Kautz , IEEE/CVF Conference on Computer Vision and… , 2018PythonFree
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Learning Superpixels with Segmentation-Aware Affinity Loss
Wei-Chih Tu, Ming-Yu Liu, +4 authors Jan Kautz , IEEE/CVF Conference on Computer Vision and… , 2018PythonFree
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Gated Fusion Network for Joint Image Deblurring and Super-Resolution
Xinyi Zhang, Hang Dong, Zhe Hu, Wei-Sheng Lai, Fei Wang, Ming-Hsuan Yang , BMVC , 2018PythonFree
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Adversarial Learning for Semi-supervised Semantic Segmentation
Wei-Chih Hung, Yi-Hsuan Tsai, Yan-Ting Liou, Yen-Yu Lin, Ming-Hsuan Yang , BMVC , 2018PythonFree
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Deep Regression Tracking with Shrinkage Loss
Xiankai Lu, Chao Ma, Bingbing Ni, Xiaokang Yang, Ian D. Reid, Ming-Hsuan Yang , ECCV , 2018PythonFree
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A Closed-form Solution to Photorealistic Image Stylization
Yijun Li, Ming-Yu Liu, Xueting Li, Ming-Hsuan Yang, Jan Kautz , ECCV , 2018PythonFree
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Unsupervised Holistic Image Generation from Key Local Patches
Donghoon Lee, Sangdoo Yun, Sungjoon Choi, Hwiyeon Yoo, Ming-Hsuan Yang, Songhwai Oh , ECCV , 2018PythonFree
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Diverse Image-to-Image Translation via Disentangled Representations
Hsin-Ying Lee, Hung-Yu Tseng, Jia-Bin Huang, Maneesh Kumar Singh, Ming-Hsuan Yang , ECCV , 2018PythonFree
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Unseen Object Segmentation in Videos via Transferable Representations
Yi-Wen Chen, Yi-Hsuan Tsai, Christopher C. Yang, Yanjun Lin, Ming-Hsuan Yang , ArXiv , 2019C++Free
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Deep Attentive Tracking via Reciprocative Learning
Shi Pu, Yibing Song, Chao Ma, Honggang Zhang, Ming-Hsuan Yang , NeurIPS , 2018PythonFree
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Deep Non-Blind Deconvolution via Generalized Low-Rank Approximation
Wenqi Ren, Jiawei Zhang, Lin Ma, Jinshan Pan Njust, Xiaochun Cao, Wei Liu , NeurIPS , 2018MATLABFree
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Incremental Learning for Robust Visual Tracking
David A. Ross, Jongwoo Lim, Ruei-Sung Lin, Ming-Hsuan Yang , International Journal of Computer Vision , 2007MATLABFree
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Transferring Visual Prior for Online Object Tracking
Qing Wang, Feng Chen, Jimei Yang, Wenli Xu, Ming-Hsuan Yang , IEEE Transactions on Image Processing , 2012MATLABFree
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Object Tracking via Partial Least Squares Analysis
Qing Wang, Feng Chen, Wenli Xu, Ming-Hsuan Yang , IEEE Transactions on Image Processing , 2012MATLABFree
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Online Object Tracking with Sparse Prototypes
Dong Kai Wang, Huchuan Lu, Ming-Hsuan Yang , IEEE Transactions on Image Processing , 2013MATLABFree
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Robust Object Tracking via Sparse Collaborative Appearance Model
Wei Zhong, Huchuan Lu, Ming-Hsuan Yang , IEEE Transactions on Image Processing , 2014MATLABFree
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Robust Superpixel Tracking
Fan Yang, Huchuan Lu, Ming-Hsuan Yang , IEEE Transactions on Image Processing , 2014MATLABFree
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Robust Visual Tracking via Consistent Low-Rank Sparse Learning
Tianzhu Zhang, Si Liu, Narendra Ahuja, Ming-Hsuan Yang, Bernard Ghanem , International Journal of Computer Vision , 2014MATLABFree
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Interactive Cosegmentation Using Global and Local Energy Optimization
Xingping Dong, Jianbing Shen, Ling Shao, Ming-Hsuan Yang , IEEE Transactions on Image Processing , 2015MATLABFree
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Object Tracking Benchmark
Yi Wu, Jongwoo Lim, Ming-Hsuan Yang , IEEE Transactions on Pattern Analysis and Machine… , 2015MATLABFree
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Learning Good Regions to Deblur Images
Zhe Hu, MingHsuan Yang , INTERNATIONAL JOURNAL OF COMPUTER VISION , 2015MATLABFree
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NUS-PRO: A New Visual Tracking Challenge
Annan Li, Min Lin, Yi Wu, MingHsuan Yang, Shuicheng Yan , IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE , 2016MATLABFree
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Interacting Multiview Tracker
Ju Hong Yoon, Ming-Hsuan Yang, Kuk-Jin Yoon , IEEE Transactions on Pattern Analysis and Machine… , 2016MATLABFree
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Superpixel Hierarchy
Xing Wei, Qingxiong Yang, Yihong Gong, Narendra Ahuja, Ming-Hsuan Yang , IEEE Transactions on Image Processing , 2018MATLABFree
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Direct Pose Estimation for Planar Objects
Po-Chen Wua, Hung-Yu Tsenga, Ming-Hsuan Yangb, Shao-Yi Chien , Computer Vision and Image Understanding , 2018MATLABFree
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Adaptive Correlation Filters with Long-Term and Short-Term Memory for Object Tracking
Chao Ma, Jia-Bin Huang, Xiaokang Yang, Ming-Hsuan Yang , International Journal of Computer Vision , 2018MATLABFree
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Learning Multi-task Correlation Particle Filters for Visual Tracking
Tianzhu Zhang, Changsheng Xu, Ming-Hsuan Yang , IEEE Transactions on Pattern Analysis and Machine… , 2018MATLABFree
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Robust Structural Sparse Tracking
Tianzhu Zhang, Changsheng Xu, Ming-Hsuan Yang , IEEE Transactions on Pattern Analysis and Machine… , 2018PythonFree
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Hedging Deep Features for Visual Tracking
Yuankai Qi, Shengping Zhang, +4 authors Ming-Hsuan Yang , IEEE Transactions on Pattern Analysis and Machine… , 2018MATLABFree
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Learning to Deblur Images with Exemplars
Jin-shan Pan, Wenqi Ren, Zhe Hu, Ming-Hsuan Yang , IEEE transactions on pattern analysis and machine… , 2018MATLABFree
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Gabor Convolutional Networks
Shangzhen Luan, Chen Chen, Baochang Zhang, Jungong Han, and Jianzhuang Liu , IEEE Transactions on Image Processing , 2018PyTorchFree
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SLR: Semi-Coupled Locality Constrained Representation for Very Low Resolution Face Recognition and Super Resolution
Tao Lu, Xitong Chen, Yanduo Zhang, Chen Chen, and Zixiang Xiong , IEEE Access , 2018MATLABFree
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Hyperspectral Image Classification in the Presence of Noisy Labels
Junjun Jiang, Jiayi Ma, Zheng Wang , Chen Chen, and Xianming Liu , IEEE Transactions on Geoscience and Remote Sensing , 2018MATLABFree
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Group Maximum Differentiation Competition: Model Comparison with Few Samples
Kede Ma, Zhengfang Duanmu, Zhou Wang, Qingbo Wu, Wentao Liu, Hongwei Yong, Hongliang Li, and Lei Zhang , IEEE Transactions on Pattern Analysis and Machine Intelligence , 2018MATLABFree
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Optimization Methods for L1-Regularization
Mark Schmidt, Glenn Fung, Romer Rosaless , UBC Technical Report, , 2009MATLABFree
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Graphical Model Structure Learning with L1-Regularization
Mark Schmidt , PhD Thesis , 2010MATLABFree
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Fast Optimization Methods for L1-Regularization: A Comparative Study and 2 New Approaches
Mark W. Schmidt1, Glenn Fung2, Rómer Rosales2 1University of British Columbia, 2Siemens , EUROPEAN CONFERENCE ON MACHINE LEARNING , 2007MATLABFree
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Generalized Fast Approximate Energy Minimization via Graph Cuts: Alpha-Expansion Beta-Shrink Moves
Mark W. Schmidt, Karteek Alahari École Normale Supérieure , UNCERTAINTY IN ARTIFICIAL INTELLIGENCE , 2011MATLABFree
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A simpler approach to obtaining an O(1/t) convergence rate for projected stochastic subgradient descent
Simon Lacoste-Julien, Mark W. Schmidt, Francis R. Bach , ARXIV: LEARNING , 2012MATLAB/CFree
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Fast Patch-based Style Transfer of Arbitrary Styles
Tian Qi Chen, Mark W. Schmidt , ArXiv , 2016LuaFree
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Group Sparsity via Linear-Time Projection
EWOUT, Van Den, Harmen van den Berg, Mark W. Schmidt, Michael P. Friedlander, Kevin Murphy , UBC Technical Report , 2008MATLABFree
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Convex Structure Learning in Log-Linear Models: Beyond Pairwise Potentials
Mark W. Schmidt, Kevin P. Murphy , AISTATS , 2010MATLABFree
-
Projected Newton-type Methods in Machine Learning
Mark W. Schmidt, Dongmin Kim, Suvrit Sra , MIT Press , 2011MATLABFree
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A Stochastic Gradient Method with an Exponential Convergence Rate for Finite Training Sets
Nicolas Le Roux, Mark W. Schmidt, Francis R. Bach , NIPS , 2012MATLABFree
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Block-Coordinate Frank-Wolfe Optimization for Structural SVMs
Simon Lacoste-Julien, Martin Jaggi, Mark W. Schmidt, Patrick Pletscher , INTERNATIONAL CONFERENCE ON MACHINE LEARNING , 2013MATLABFree
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Inferring Parameters for an Elementary Step Model of DNA Structure Kinetics with Locally Context-Dependent Arrhenius Rates
Sedigheh Zolaktaf, Frits Dannenberg, +5 authors Erik Winfree , DNA , 2017PythonFree
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Does Your Model Know the Digit 6 is Not a Cat? A Less Biased Evaluation of “Outlier” Detectors
Alireza Shafaei, Mark W. Schmidt, James J. Little , ArXiv , 2018PyTorchFree
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MASAGA: A Linearly-Convergent Stochastic First-Order Method for Optimization on Manifolds
Reza Babanezhad, Issam H. Laradji, Alireza Shafaei, Mark W. Schmidt , ECML/PKDD , 2018PytorchFree
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Capacity-approaching linear precoding with low-complexity for large-scale MIMO systems
Xinyu Gao, Linglong Dai, Jiayi Zhang, Shuangfeng Han, Chih-Lin , IEEE International Conference on Communications (ICC) , 2015MATLABFree
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On the Performance of Channel-Statistics-Based Codebook for Massive MIMO Channel Feedback
Wenqian Shen, Linglong Dai, Yu Zhang, Jianjun Li, Zhaocheng Wang , IEEE Transactions on Vehicular Technology , 2017MATLABFree
-
Energy-efficient hybrid precoding with low complexity based on successive interference cancelation for millimeter-wave massive MIMO systems
Linglong Dai, Xinyu Gao, Zhaocheng Wang , 2015 Radio and Antenna Days of the Indian Ocean (RADIO) , 2015MATLABFree
-
Effective rate analysis of MISO systems over alpha-mu fading channels
Jiayi Zhang, Linglong Dai, Zhaocheng Wang, Derrick Wing Kwan Ng, Wolfgang H. Gerstacker , IEEE Global Commun. Conf. (IEEE GLOBECOM’15) , 2015MATLABFree
-
Spatially correlated channel estimation based on block iterative support detection for massive MIMO
Wenqian Shen, Linglong Dai, Zhen Gao, Zhaocheng Wang , Electronics Letters , 2015MATLABFree
-
Effective capacity of communication systems over κ-µ shadowed fading channels
Jiayi Zhang, Linglong Dai, Wolfgang H. Gerstacker, Zhaocheng Wang , Electronics Letters , 2015MATLABFree
-
MmWave massive MIMO based wireless backhaul for 5G ultra-dense network
Zhen Gao, Linglong Dai, De Mi, Zhaocheng Wang, Muhammad Ali Imran, and M. Z. Shakir , IEEE Wireless Communications , 2015MATLABFree
-
Structured compressive sensing based spatio-temporal joint channel estimation for FDD massive MIMO
Zhen Gao, Linglong Dai, Wei Dai, Byonghyo Shim, Zhaocheng Wang , IEEE Transactions on Communications , 2016MATLABFree
-
Compressive sensing based multi-user detector for large-scale SM-MIMO uplink
Zhen Gao, Linglong Dai, Zhaocheng Wang, Sheng Chen, Lajos Hanzo, Ananthanarayanan Chockalingam, Balaji Sundar Rajan, Tanumay Datta, Ashok Kumar. N, Virgilio Rodriguez, Rudolf Mathar , IEEE Transactions on Vehicular Technology , 2016MATLABFree
-
Dynamic compressive sensing based multi-user detection for uplink grant-free NOMA
Bichai Wang, Linglong Dai, Yuan Zhang, Talha Mir, Jianjun Li , IEEE Communications Letters , 2016MATLABFree
-
Weighted graph coloring based pilot decontamination for multi-cell massive MIMO systems
Xudong Zhu, Linglong Dai, Zhaocheng Wang, Xiaodong Wang , IEEE Transactions on Vehicular Technology , 2017MATLABFree
-
Geometric mean decomposition based hybrid precoding for mmWave massive MIMO systems
Tian Xie, Linglong Dai, Xinyu Gao, Muhammad Zeeshan Shakir, Jianjun Li , China Communications , 2018MATLABFree
-
A novel time domain synchronous orthogonal frequency division multiple access scheme
Linglong Dai, Jian Fu, Jun Wang, Jian Song, Zhixing Yang , GLOBECOM - IEEE Global Telecommunications… , 2009MATLABFree
-
A novel TDS-FDMA scheme for multi-user uplink scenarios
Linglong Dai, Zhaocheng Wang, Jun Wang, Zhixing Yang , IEEE Global Telecommunications Conference… , 2010MATLABFree
-
TDS-OFDM transmit diversity based on space-time shifted CAZAC sequence
Linglong Dai, Jintao Wang, Zhaocheng Wang, Jun Wang , IEEE Global Telecommunications Conference… , 2010MATLABFree
-
Transmit diversity scheme for TDS-OFDM systems with reduced complexity
Linglong Dai, Zhaocheng Wang, Jintao Wang, Jun Wang , IEEE International Conference on Communications… , 2011MATLABFree
-
Time-frequency training OFDM with high spectral efficiency and improved performance over fast fading channels
Linglong Dai, Zhaocheng Wang, Jintao Wang, Jun Wang , IEEE Global Telecommunications Conference… , 2011MATLABFree
-
Spectrum-efficient coherent optical zero padding OFDM for future high-speed transport networks
Linglong Dai, Zhaocheng Wang , IEEE Global Communications Conference (GLOBECOM) , 2012MATLABFree
-
Spectrally efficient time-frequency training OFDM for MIMO systems
Linglong Dai, Zhaocheng Wang , IEEE Wireless Communications and Networking… , 2013MATLABFree
-
Time domain synchronous OFDM based on simultaneous multi-channel reconstruction
Linglong Dai, Jintao Wang, Zhaocheng Wang, Paschalis Tsiaflakis, Marc Moonen , IEEE International Conference on Communications… , 2013MATLABFree
-
Signaling-embedded preamble design for flexible optical transport networks
Linglong Dai, Zhaocheng Wang , IEEE 79th Vehicular Technology Conference (VTC… , 2014MATLABFree
-
Reliable and energy-efficient OFDM based on structured compressive sensing
Linglong Dai, Zhaocheng Wang, Zhixing Yang, Guan Gui, Fumiyuki Adachi , IEEE International Conference on Communications… , 2014MATLABFree
-
Low-complexity MMSE signal detection based on Richardson method for large-scale MIMO systems
Xinyu Gao, Linglong Dai, Chau Yuen, Yu Zhang , IEEE 80th Vehicular Technology Conference (VTC… , 2014MATLABFree
-
Matrix inversion-less signal detection using SOR method for uplink large-scale MIMO systems
Xinyu Gao, Linglong Dai, Yuting Hu, Zhongxu Wang, Zhaocheng Wang , IEEE Global Communications Conference , 2014MATLABFree
-
Joint CSIT acquisition based on low-rank matrix recovery for FDD massive MIMO systems
Wenqian Shen, Linglong Dai, Zhen Gao, Zhaocheng Wang , IEEE Conference on Computer Communications… , 2015MATLABFree
-
Block compressive channel estimation and feedback for FDD massive MIMO
Zhen Gao, Linglong Dai, Wei P. Dai, Zhaocheng Wang , IEEE Conference on Computer Communications… , 2015MATLABFree
-
Near-optimal hybrid analog and digital precoding for downlink mmWave massive MIMO systems
Linglong Dai, Xinyu Gao, Jinguo Quan, Shuangfeng Han, I Chih-Lin , IEEE International Conference on Communications… , 2015MATLABFree
-
Compressive sensing based multi-user detection for uplink grant-free non-orthogonal multiple access
Bichai Wang, Linglong Dai, Yifei Yuan, Zhaocheng Wang , IEEE 82nd Vehicular Technology Conference (VTC… , 2015MATLABFree
-
Temporal correlation based sparse channel estimation for TDS-OFDM in high-speed scenarios
Zhen Gao, Linglong Dai, Wenqian Shen, Zhaocheng Wang , MILCOM - IEEE Military Communications… , 2015MATLABFree
-
Tracking a dynamic sparse channel via differential orthogonal matching pursuit
Xudong Zhu, Linglong Dai, Wei P. Dai, Zhaocheng Wang, Marc Moonen , MILCOM - IEEE Military Communications… , 2015MATLABFree
-
Structured matching pursuit for reconstruction of dynamic sparse channels
Xudong Zhu, Linglong Dai, Guan Gui, Wei P. Dai, Zhaocheng Wang, Fumiyuki Adachi , IEEE Global Communications Conference (GLOBECOM) , 2014MATLABFree
-
Massive MIMO channel estimation based on block iterative support detection
Wenqian Shen, Linglong Dai, Yi Shi, Zhen Gao, Zhaocheng Wang , IEEE Wireless Communications and Networking… , 2016MATLABFree
-
Channel estimation for mmWave massive MIMO based access and backhaul in ultra-dense network
Zhen Gao, Linglong Dai, Zhaocheng Wang , IEEE International Conference on Communications… , 2016MATLABFree
-
On the spectral efficiency of space-constrained massive MIMO with linear receivers
Jiayi Zhang, Linglong Dai, Michail Matthaiou, Christos Masouros, Shi Jin , IEEE International Conference on Communications… , 2016MATLABFree
-
Beamspace channel estimation for millimeter-wave massive MIMO systems with lens antenna array
Linglong Dai, Xinyu Gao, Shuangfeng Han, Chih-Lin I, Xiaodong Wang , International Conference on Communications , 2016MATLABFree
-
Priori-aided channel tracking for millimeter-wave beamspace massive MIMO systems
Linglong Dai, Xinyu Gao , URSI Asia-Pacific Radio Science Conference (URSI… , 2016MATLABFree
-
Beamspace channel estimation for 3D lens-based millimeter-wave massive MIMO systems
Xinyu Gao, Linglong Dai, Shuangfeng Han, I Chih-Lin, Fumiyuki Adachi , 8th International Conference on Wireless… , 2016MATLABFree
-
Machine learning inspired energy-efficient hybrid precoding for mmWave massive MIMO systems
Xinyu Gao, Linglong Dai, Ying Sun, Shuangfeng Han, I Chih-Lin , IEEE International Conference on Communications… , 2017MATLABFree
-
AoD-adaptive subspace codebook for channel feedback in FDD massive MIMO systems
Wenqian Shen, Linglong Dai, Guan Gui, Zhaocheng Wang, Robert W. Heath, Fumiyuki Adachi , IEEE International Conference on Communications… , 2017MATLABFree
-
Optimal femtocell density for maximizing throughput in 5G heterogeneous networks under outage constraints
Talha Mahin Mir, Linglong Dai, Yang Yang, Wenqian Shen, Bichai Wang , IEEE 86th Vehicular Technology Conference (VTC… , 2017MATLABFree
-
On the power leakage problem in beamspace MIMO systems with lens antenna array
Tian Xie, Linglong Dai, Xinyu Gao, Haipeng Yao, Xiaodong Wang , IEEE 86th Vehicular Technology Conference (VTC… , 2017MATLABFree
-
Beamspace MIMO-NOMA for millimeter-wave communications using lens antenna arrays
Bichai Wang, Linglong Dai, Xiqi Gao, Lajos Hanzo Hanzo , IEEE 86th Vehicular Technology Conference (VTC… , 2017MATLABFree
-
Angle-based codebook for low-resolution hybrid precoding in millimeter-wave massive MIMO systems
Jingbo Tan, Linglong Dai, Jianjun Li, Shi Jin , IEEE/CIC International Conference on… , 2017MATLABFree
-
Beamspace channel estimation for wideband millimeter-wave MIMO with lens antenna array
Xinyu Gao, Linglong Dai, Shidong Zhou, Akbar M. Sayeed, Lajos Hanzo Hanzo , IEEE International Conference on Communications… , 2018MATLABFree
-
A novel uplink multiple access scheme based on TDS-FDMA
Linglong Dai, Zhaocheng Wang, Sheng Chen , IEEE Transactions on Wireless Communications , 2011MATLABFree
-
Time-frequency training OFDM with high spectral efficiency and reliable performance in high speed environments
Linglong Dai, Zhaocheng Wang, Zhixing Yang , IEEE Journal on Selected Areas in Communications , 2012MATLABFree
-
Compressive sensing based time domain synchronous OFDM transmission for vehicular communications
Linglong Dai, Zhaocheng Wang, Zhixing Yang , IEEE Journal on Selected Areas in Communications , 2013MATLABFree
-
Spectrum- and energy-efficient OFDM based on simultaneous multi-channel reconstruction
Linglong Dai, Jintao Wang, Zhaocheng Wang, Paschalis Tsiaflakis, Marc Moonen , IEEE Transactions on Signal Processing , 2013MATLABFree
-
Structured compressive sensing based superimposed pilot design in downlink large-scale MIMO systems
Zhen Gao, Linglong Dai, Zhaocheng Wang , ArXiv , 2014MATLABFree
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