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2021 IEEE Communications Letters  
Liang 2629 Radar Emitter Identification Based on Novel Time-Frequency Spectrum and Convolutional Neural Network .......... ..............................................................................  ...  Sun 2599 A Cooperative Spectrum Sensing With Multi-Agent Reinforcement Learning Approach in Cognitive Radio Networks ............................................................................ A.  ... 
doi:10.1109/lcomm.2021.3097423 fatcat:4zve3vaudrctfh5cagr5pioufi

2019 Index IEEE Transactions on Geoscience and Remote Sensing Vol. 57

2019 IEEE Transactions on Geoscience and Remote Sensing  
., Insect Biological Parameter Estimation Based on the Invariant Target Parameters of the Scattering Matrix; TGRS Aug. 2019 6212-6225 Hu, C., see Zhang, M., TGRS Sept. 2019 6666-6674 Hu, C., Zhang,  ...  and Convolutional Neural Networks.  ...  ., +, TGRS Nov. 2019 9277-9289 Road Detection and Centerline Extraction Via Deep Recurrent Convolutional Neural Network U-Net.  ... 
doi:10.1109/tgrs.2020.2967201 fatcat:kpfxoidv5bgcfo36zfsnxe4aj4

2021 Index IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing Vol. 14

2021 IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing  
Deep Convolutional Neural Networks.  ...  Ma, Y., +, JSTARS 2021 12375-12385 Urban Functional Zone Mapping With a Bibranch Neural Network via Fus-ing Remote Sensing and Social Sensing Data.  ...  and Zhang, B., Extended Zhu, D., Zhang, F., Liu, T., Li, X., and Zou, L., Sensing Population Distribution from Satellite Imagery Via Deep Learning:Model Selection, Neighboring Effects, and Systematic  ... 
doi:10.1109/jstars.2022.3143012 fatcat:dnetkulbyvdyne7zxlblmek2qy

2021 Index IEEE Transactions on Neural Networks and Learning Systems Vol. 32

2021 IEEE Transactions on Neural Networks and Learning Systems  
., +, TNNLS Nov. 2021 4997-5007 Compressed sensing EDP: An Efficient Decomposition and Pruning Scheme for Convolutional Neural Network Compression.  ...  ., +, TNNLS Sept. 2021 4217-4230 Explainable Uncertainty-Aware Convolutional Recurrent Neural Network for Irregular Medical Time Series.  ...  Image coding Deep Multiscale Detail Networks for Multiband Spectral Image Sharpening.  ... 
doi:10.1109/tnnls.2021.3134132 fatcat:2e7comcq2fhrziselptjubwjme

2020 Index IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing Vol. 13

2020 IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing  
., +, JSTARS 2020 783-793 Pansharpening via Unsupervised Convolutional Neural Networks.  ...  ., +, JSTARS 2020 783-793 Pansharpening via Unsupervised Convolutional Neural Networks.  ... 
doi:10.1109/jstars.2021.3050695 fatcat:ycd5qt66xrgqfewcr6ygsqcl2y

Massive MIMO functionality splits based on hybrid analog-digital precoding in a C-RAN architecture

Dong Min Kim, Jihong Park, Elisabeth De Carvalho, Carles Navarro Manchon
2017 2017 51st Asilomar Conference on Signals, Systems, and Computers  
It has many applications, as a core 5G technology, and also as a conduit for emerging applications of wireless to fixed access, vehicular, aerial, and wearable networks.  ...  In particular, I highlight how out-ofband information, sensing, and machine learning algorithms can reduce the overhead in tasks such as adaptive channel estimation and beamforming.  ...  Networks and Society (Invited) TA4a Structured and Covariance Matrix Recovery (Invited) TA4b Adaptive Sensing (Invited) TA5 Tensor Methods (Invited) TA6a Signal Processing for Neuroimaging (Invited  ... 
doi:10.1109/acssc.2017.8335612 dblp:conf/acssc/KimPCM17 fatcat:jujepkjavrftfdg2w7ooy3lucy

Artificial Intelligence for Radio Communication Context-Awareness

Malgorzata Wasilewska, Adrian Kliks, Hanna Bogucka, Krzysztof Cichon, Julius Ruseckas, Gediminas Molis, Ausra Mackute-Varoneckiene, Tomas Krilavicius
2021 IEEE Access  
This paper surveys Artificial Intelligence (AI) methods for acquiring and managing contextof-operation awareness of radio communication nodes, links, and networks.  ...  The added value of the paper is the presentation of a synthesized framework of context-information processing, sharing, and management in a radio communication network by delineating a network-embedded  ...  short-term Deep Neural Network CNN Convolutional Neural Networks CQI Channel Quality Indicator CR Cognitive Radio CRAT Context-aware Radio Access Technology CRN Cognitive Radio Networks CS Compressive  ... 
doi:10.1109/access.2021.3119524 fatcat:eh3b2vxiujd3xglaumnpvg6djq

2021 Index IEEE Transactions on Vehicular Technology Vol. 70

2021 IEEE Transactions on Vehicular Technology  
Pham, Q., +, Mixed Near-Field and Far-Field Source Localization Based On Convolution Neural Networks via Symmetric Nested Array.  ...  ., +, TVT July 2021 7237-7242 Mixed Near-Field and Far-Field Source Localization Based On Convolution Neural Networks via Symmetric Nested Array.  ... 
doi:10.1109/tvt.2022.3151213 fatcat:vzuzqu54irebpibzp3ykgy5nca

2019 Index IEEE Transactions on Circuits and Systems I: Regular Papers Vol. 66

2019 IEEE Transactions on Circuits and Systems Part 1: Regular Papers  
FPAP: A Folded Architecture for Energy-Quality Scalable Convolutional Neural Networks.  ...  Abdelrahman, D., +, TCSI Aug. 2019 3201-3212 Feedforward neural networks SensorNet: A Scalable and Low-Power Deep Convolutional Neural Network for Multimodal Data Classification.  ...  Analysis of SRAM Enhancements Through Sense Amplifier  ... 
doi:10.1109/tcsi.2020.2966967 fatcat:f663jj5g45e3peggn3gwn5jys4

A Survey on Soft Computing Techniques for Spectrum Sensing in a Cognitive Radio Network

Geoffrey Eappen, T Shankar
2020 SN Computer Science  
Different spectrum sensing elements and requirements are presented and road map of spectrum sensing with soft computing techniques towards 5G is discussed.  ...  To avoid such spectrum congestion and to satisfy the data hunger of the wireless telecommunication users, the possible solution is Cognitive Radio Network (CRN).  ...  Covariance-based Spectrum Sensing: Here, PU signal is detected based on the diagonal elements of covariance matrix.  ... 
doi:10.1007/s42979-020-00372-z fatcat:jk3gcvhp3batdgwyc47hv7y54e

2021 Index IEEE Internet of Things Journal Vol. 8

2021 IEEE Internet of Things Journal  
., +, JIoT Dec. 1, 2021 17000-17013 Convolutional neural nets A Transfer Learning Approach for Compressed Sensing in 6G-IoT.  ...  ., +, JIoT Oct. 15, 2021 15049-15058 Visible Thermal Person Reidentification via Mutual Learning Convolutional Neural Network in 6G-Enabled Visual Internet of Things.  ... 
doi:10.1109/jiot.2022.3141840 fatcat:42a2qzt4jnbwxihxp6rzosha3y

2021 Index IEEE Transactions on Wireless Communications Vol. 20

2021 IEEE Transactions on Wireless Communications  
Dominguez-Jimenez, M.E., +, TWC Dec. 2021 7992-8005 Adaptive Compressed Spectrum Sensing for Multiband Signals.  ...  ., +, TWC Sept. 2021 5969-5985 RadioUNet: Fast Radio Map Estimation With Convolutional Neural Networks.  ...  Maximum likelihood estimation Bayesian Predictive Beamforming for Vehicular Networks: A Low-Overhead Joint Radar-Communication Approach.  ... 
doi:10.1109/twc.2021.3135649 fatcat:bgd3vzb7pbee7jp75dnbucihmq

2021 Index IEEE Transactions on Circuits and Systems II: Express Briefs Vol. 68

2021 IEEE Transactions on Circuits and Systems - II - Express Briefs  
., +, TCSII Jan. 2021 241-245 A Wideband 5G Cyclostationary Spectrum Sensing Method by Kernel Least Mean Square Algorithm for Cognitive Radio Networks.  ...  ., +, TCSII Jan. 2021 456-460 A Novel, Efficient Implementation of a Local Binary Convolutional Neural Network.  ... 
doi:10.1109/tcsii.2022.3144928 fatcat:bm53w7gva5bthholfhhiq4yg3a

Design of large polyphase filters in the Quadratic Residue Number System

Gian Carlo Cardarilli, Alberto Nannarelli, Yann Oster, Massimo Petricca, Marco Re
2010 2010 Conference Record of the Forty Fourth Asilomar Conference on Signals, Systems and Computers  
Angeles Location information in a cognitive radio (CR) network enables several key improvements in spatio-temporal spectrum sensing, location-aware routing and spectrum policy enforcement.  ...  MA8b1-15 Calibration of Random phase Rotation for Multi-Band oFDM UWB Signals MA8b1-16 Wideband Spectrum Sensing for Cognitive Radios in Unknown Noise via power Spectrum Analysis Jitendra Tugnait,  ... 
doi:10.1109/acssc.2010.5757589 fatcat:ccxnu5owr5fyrcjcqukumerueq

Internet of Things 2.0: Concepts, Applications, and Future Directions

Ian Zhou, Imran Makhdoom, Negin Shariati, Muhammad Ahmad Raza, Rasool Keshavarz, Justin Lipman, Mehran Abolhasan, Abbas Jamalipour
2021 IEEE Access  
FIGURE 10 . 10 2D Convolution Filtering. o: Convolutional Neural Network (CNN) p: Recurrent Neural Network (RNN) X FIGURE 11 . 11 RNN Layer at time t.  ...  e: K-Nearest Neighbor (KNN) FIGURE 8 . 8 Sample Feedforward Neural Network Architecture. m: Collaborative Filtering (CF) FIGURE 9 . 9 General Convolutional Neural Network Architecture.  ... 
doi:10.1109/access.2021.3078549 fatcat:g5jkc5p6tngpfonbhtsbcjipai
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