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IEEE Journal of Selected Topics in Signal Processing, Volume 16
Volume 16, Number 1, January 2022
- Kyeong Jin Kim
, Octavia A. Dobre
Guest Editorial Advanced Signal Processing for Local and Private 5G Networks. 2-6 - Miaowen Wen
Private 5G Networks: Concepts, Architectures, and Research Landscape. 7-25 - Kun Guo
Dynamic Scheduling for Heterogeneous Federated Learning in Private 5G Edge Networks. 26-40 - Zhen Chen
Offset Learning Based Channel Estimation for Intelligent Reflecting Surface-Assisted Indoor Communication. 41-55 - Andreas Nicolaides
A Markov Chain Approach for Myopic Multi-Hop Relaying: Outage and Diversity Analysis. 56-69 - Aymen Khaleel
A Novel NOMA Solution With RIS Partitioning. 70-81 - Zhaolong Ning
Blockchain-Enabled Electrical Fault Inspection and Secure Transmission in 5G Smart Grids. 82-96 - Peng Yang
Fresh, Fair and Energy-Efficient Content Provision in a Private and Cache-Enabled UAV Network. 97-112 - Navid Reyhanian
Data-Driven Adaptive Network Slicing for Multi-Tenant Networks. 113-128 - Mohammad Neinavaie
Cognitive Opportunistic Navigation in Private Networks With 5G Signals and Beyond. 129-143 - Henri Hentilä
Secret Key Generation Using Short Blocklength Polar Coding Over Wireless Channels. 144-157
Volume 16, Number 2, February 2022
- Björn W. Schuller
Editorial: Intelligent Signal Analysis for Contagious Virus Diseases. 159-163 - Mahmoud Al Ahmad
Detection of SARS-CoV-2 in COVID-19 Patient Nasal Swab Samples Using Signal Processing. 164-174 - Alexander Ponomarchuk
Project Achoo: A Practical Model and Application for COVID-19 Detection From Recordings of Breath, Voice, and Cough. 175-187 - Terence E. Taylor
A Speech Obfuscation System to Preserve Data Privacy in 24-Hour Ambulatory Cough Monitoring. 188-196 - Xin Tian
A Multi-Channel Ratio-of-Ratios Method for Noncontact Hand Video Based SpO$_2$ Monitoring Using Smartphone Cameras. 197-207 - Marco Canil
milliTRACE-IR: Contact Tracing and Temperature Screening via mmWave and Infrared Sensing. 208-223 - Gereziher Adhane
On the Use of Uncertainty in Classifying Aedes Albopictus Mosquitoes. 224-233 - Pei-Duo Yu
Epidemic Source Detection in Contact Tracing Networks: Epidemic Centrality in Graphs and Message-Passing Algorithms. 234-249 - Shixiang Zhu
Early Detection of COVID-19 Hotspots Using Spatio-Temporal Data. 250-260 - Yue Bai
Hybrid Modeling of Regional COVID-19 Transmission Dynamics in the U.S. 261-275 - Haishuai Wang
Predicting the Epidemics Trend of COVID-19 Using Epidemiological-Based Generative Adversarial Networks. 276-288 - Chaitra Hegde
Modeling Social Distancing and Quantifying Epidemic Disease Exposure in a Built Environment. 289-299 - Arti M. K.
Mathematical Modeling of COVID-19 and Prediction of Upcoming Wave. 300-306 - Reza Sameni
Model-Based Prediction and Optimal Control of Pandemics by Non-Pharmaceutical Interventions. 307-317
Volume 16, Number 3, April 2022
- Ping Yang
Editorial: Introduction to the Issue on Distributed Machine Learning for Wireless Communication. 320-325 - Liangxin Qian
Distributed Learning for Wireless Communications: Methods, Applications and Challenges. 326-342 - Rui Wang, Yi Jiang
Distributed Learning for MIMO Relay Networks. 343-357 - Khoi Khac Nguyen
Reconfigurable Intelligent Surface-Assisted Multi-UAV Networks: Efficient Resource Allocation With Deep Reinforcement Learning. 358-368 - Kai Yue
Communication-Efficient Federated Learning via Predictive Coding. 369-380 - Haijun Liao
Blockchain and Semi-Distributed Learning-Based Secure and Low-Latency Computation Offloading in Space-Air-Ground-Integrated Power IoT. 381-394 - Mingqian Liu
Distributed Few-Shot Learning for Intelligent Recognition of Communication Jamming. 395-405 - Howard H. Yang
Revisiting Analog Over-the-Air Machine Learning: The Blessing and Curse of Interference. 406-419 - Kehao Wang
Optimal Myopic Policy for Restless Bandit: A Perspective of Eigendecomposition. 420-433 - Chao Wang
Incorporating Distributed DRL Into Storage Resource Optimization of Space-Air-Ground Integrated Wireless Communication Network. 434-446 - Wanlu Lei
Joint Beam Training and Data Transmission Control for mmWave Delay-Sensitive Communications: A Parallel Reinforcement Learning Approach. 447-459 - Yinghao Guo
Distributed Machine Learning for Multiuser Mobile Edge Computing Systems. 460-473 - Hao Zhao
Federated Meta-Learning Enhanced Acoustic Radio Cooperative Framework for Ocean of Things. 474-486 - Hao Ye
Decentralized Federated Learning With Unreliable Communications. 487-500 - Sihua Wang
Distributed Reinforcement Learning for Age of Information Minimization in Real-Time IoT Systems. 501-515 - Yuchen Jiao, Yuantao Gu
Communication-Efficient Decentralized Subspace Estimation. 516-531 - Jie Zhang
Collaborative Intelligent Reflecting Surface Networks With Multi-Agent Reinforcement Learning. 532-545 - Tianyu Liu
Loss-Privacy Tradeoff in Federated Edge Learning. 546-558 - Jiajia Guo
User-Centric Online Gossip Training for Autoencoder-Based CSI Feedback. 559-572 - Foad Sohrabi
Learning Progressive Distributed Compression Strategies From Local Channel State Information. 573-584 - Yicheng Chen
Distributed Learning With Sparsified Gradient Differences. 585-600
Volume 16, Number 4, June 2022
- Xin Yuan, David J. Brady
Editorial: Introduction to the Special Issue on Deep Learning for High-Dimensional Sensing. 603-607 - Erqi Huang
High-Fidelity Hyperspectral Snapshot of Physical World: System Architecture, Dataset and Model. 608-621 - Shumin Liu, Yuge Zhang, Jie Chen
A Deep Joint Network for Multispectral Demosaicking Based on Pseudo-Panchromatic Images. 622-635 - Tao Zhang
Joint Spatial-Spectral Pattern Optimization and Hyperspectral Image Reconstruction. 636-648 - Ruiying Lu
Heterogeneity-Aware Recurrent Neural Network for Hyperspectral and Multispectral Image Fusion. 649-665 - Wujie Zhou
CIMFNet: Cross-Layer Interaction and Multiscale Fusion Network for Semantic Segmentation of High-Resolution Remote Sensing Images. 666-676 - Wujie Zhou
FRNet: Feature Reconstruction Network for RGB-D Indoor Scene Parsing. 677-687 - Miguel Marquez
Deep-Learning Supervised Snapshot Compressive Imaging Enabled by an End-to-End Adaptive Neural Network. 688-699 - Daoyu Li
High-Speed Large-Scale Imaging Using Frame Decomposition From Intrinsic Multiplexing of Motion. 700-712 - Filippo Martinini
A Deep Learning Method for Optimal Undersampling Patterns and Image Recovery for MRI Exploiting Losses and Projections. 713-724 - Yilang Zhang
DEMO: A Flexible Deartifacting Module for Compressed Sensing MRI. 725-736 - Jingfen Xie
PUERT: Probabilistic Under-Sampling and Explicable Reconstruction Network for CS-MRI. 737-749 - Jian Zhang
High-Throughput Deep Unfolding Network for Compressive Sensing MRI. 750-761 - Jakeoung Koo
A Bayesian Based Deep Unrolling Algorithm for Single-Photon Lidar Systems. 762-774 - Leiyao Liao, Lan Du
Interpretable Deep Probabilistic Model for HRR Radar Signal and its Application to Target Recognition. 775-790 - Xiangyu Gao
Learning to Detect Open Carry and Concealed Object With 77 GHz Radar. 791-803 - Aichun Zhu
Wi-ATCN: Attentional Temporal Convolutional Network for Human Action Prediction Using WiFi Channel State Information. 804-816 - Chengsheng Yuan
FLD-SRC: Fingerprint Liveness Detection for AFIS Based on Spatial Ridges Continuity. 817-827 - Peiyao Guo
Low-Light Color Imaging via Cross-Camera Synthesis. 828-842 - Shi Mao
Surface Material Perception Through Multimodal Learning. 843-853 - Chengchao Wang
IGNFusion: An Unsupervised Information Gate Network for Multimodal Medical Image Fusion. 854-868 - Varun K. Garg, Thanuka L. Wickramarathne
ENSURE: A Deep Learning Approach for Enhancing Situational Awareness in Surveillance Applications With Ubiquitous High-Dimensional Sensing. 869-878
Volume 16, Number 5, August 2022
- Cunhua Pan
Editorial Introduction to the Issue on Advanced Signal Processing for Reconfigurable Intelligent Surface-Aided 6G Networks. 880-882 - Cunhua Pan
An Overview of Signal Processing Techniques for RIS/IRS-Aided Wireless Systems. 883-917 - Meng Hua
Throughput Maximization for IRS-Aided MIMO FD-WPCN With Non-Linear EH Model. 918-932 - Feng Shu
Beamforming and Transmit Power Design for Intelligent Reconfigurable Surface-Aided Secure Spatial Modulation. 933-949 - Wen Wang
Safeguarding NOMA Networks via Reconfigurable Dual-Functional Surface Under Imperfect CSI. 950-966 - Yaowen Zhang, Kaiming Shen
Configuring Intelligent Reflecting Surface With Performance Guarantees: Optimal Beamforming. 967-979 - Yaqiong Zhao
Cooperative Reflection and Synchronization Design for Distributed Multiple-RIS Communications. 980-994 - Rang Liu, Ming Li, Yang Liu, Qingqing Wu, Qian Liu:
Joint Transmit Waveform and Passive Beamforming Design for RIS-Aided DFRC Systems. 995-1010 - Yu Han
Localization and Channel Reconstruction for Extra Large RIS-Assisted Massive MIMO Systems. 1011-1025 - Zhongze Zhang
Learning Based User Scheduling in Reconfigurable Intelligent Surface Assisted Multiuser Downlink. 1026-1039 - Boyu Teng
Bayesian User Localization and Tracking for Reconfigurable Intelligent Surface Aided MIMO Systems. 1040-1054 - Hanyu Jiang
Hybrid RIS and DMA Assisted Multiuser MIMO Uplink Transmission With Electromagnetic Exposure Constraints. 1055-1069 - Xin Zhang
Outage Probability and Finite-SNR DMT Analysis for IRS-Aided MIMO Systems: How Large IRSs Need to be? 1070-1085 - Khoi Khac Nguyen
RIS-Assisted UAV Communications for IoT With Wireless Power Transfer Using Deep Reinforcement Learning. 1086-1096 - Jiaqi Xu
STAR-RISs: A Correlated T&R Phase-Shift Model and Practical Phase-Shift Configuration Strategies. 1097-1111 - Li Wei
Multi-User Holographic MIMO Surfaces: Channel Modeling and Spectral Efficiency Analysis. 1112-1124 - Kamran Keykhosravi
RIS-Enabled SISO Localization Under User Mobility and Spatial-Wideband Effects. 1125-1140 - Alessio Fascista
RIS-Aided Joint Localization and Synchronization With a Single-Antenna Receiver: Beamforming Design and Low-Complexity Estimation. 1141-1156 - Navneet Garg
Generalized Superimposed Training Scheme in IRS-Assisted Cell-Free Massive MIMO Systems. 1157-1171
Volume 16, Number 6, October 2022
- Hung-Yi Lee, Shinji Watanabe
Editorial Editorial of Special Issue on Self-Supervised Learning for Speech and Audio Processing. 1174-1178 - Abdelrahman Mohamed, Hung-yi Lee
Self-Supervised Speech Representation Learning: A Review. 1179-1210 - Ewan Dunbar
Self-Supervised Language Learning From Raw Audio: Lessons From the Zero Resource Speech Challenge. 1211-1226 - Jing Zhao
Improving Automatic Speech Recognition Performance for Low-Resource Languages With Self-Supervised Models. 1227-1241 - Ruchao Fan
Towards Better Domain Adaptation for Self-Supervised Models: A Case Study of Child ASR. 1242-1252 - Jingu Kang
Augmentation Adversarial Training for Self-Supervised Speaker Representation Learning. 1253-1262 - Woo Hyun Kang
L-Mix: A Latent-Level Instance Mixup Regularization for Robust Self-Supervised Speaker Representation Learning. 1263-1272 - Chunlei Zhang
C3-DINO: Joint Contrastive and Non-Contrastive Self-Supervised Learning for Speaker Verification. 1273-1283 - Jaejin Cho
Non-Contrastive Self-Supervised Learning for Utterance-Level Information Extraction From Speech. 1284-1295 - Hexin Liu
Efficient Self-Supervised Learning Representations for Spoken Language Identification. 1296-1307 - Wen-Chin Huang
A Comparative Study of Self-Supervised Speech Representation Based Voice Conversion. 1308-1318 - Yusuke Yasuda
Investigation of Japanese PnG BERT Language Model in Text-to-Speech Synthesis for Pitch Accent Language. 1319-1328 - Efthymios Tzinis
RemixIT: Continual Self-Training of Speech Enhancement Models via Bootstrapped Remixing. 1329-1341 - Aswin Sivaraman
Efficient Personalized Speech Enhancement Through Self-Supervised Learning. 1342-1356 - Murali Karthick Baskar
Ask2Mask: Guided Data Selection for Masked Speech Modeling. 1357-1366 - Xianghu Yue
Self-Supervised Learning With Segmental Masking for Speech Representation. 1367-1379 - Gene-Ping Yang
Autoregressive Predictive Coding: A Comprehensive Study. 1380-1390 - Amir Shirian
Self-Supervised Graphs for Audio Representation Learning With Limited Labeled Data. 1391-1401 - Sreyan Ghosh, Ashish Seth
Decorrelating Feature Spaces for Learning General-Purpose Audio Representations. 1402-1414 - Tu Anh Nguyen
Are Discrete Units Necessary for Spoken Language Modeling? 1415-1423 - Yosuke Higuchi
Momentum Pseudo-Labeling: Semi-Supervised ASR With Continuously Improving Pseudo-Labels. 1424-1438 - Salah Zaiem
Pretext Tasks Selection for Multitask Self-Supervised Audio Representation Learning. 1439-1453 - Kayode Olaleye
Keyword Localisation in Untranscribed Speech Using Visually Grounded Speech Models. 1454-1466 - Shanshan Wang
Self-Supervised Learning of Audio Representations From Audio-Visual Data Using Spatial Alignment. 1467-1479 - Ryota Komatsu
Automatic Spoken Language Acquisition Based on Observation and Dialogue. 1480-1492 - Sameer Khurana
SAMU-XLSR: Semantically-Aligned Multimodal Utterance-Level Cross-Lingual Speech Representation. 1493-1504 - Sanyuan Chen
WavLM: Large-Scale Self-Supervised Pre-Training for Full Stack Speech Processing. 1505-1518 - Yu Zhang
BigSSL: Exploring the Frontier of Large-Scale Semi-Supervised Learning for Automatic Speech Recognition. 1519-1532
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