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Probabilistic Modeling of Dissolved Gas Concentration for Predicting Operating Status of Oil-Immersed Transformers IEEE Trans. Ind. Inform. (IF 11.7) Pub Date : 2024-10-21 Jianwei Shao, Junhua Wang, Xiao Pan, Ruilin Wang, Shuxun Liu, Zhanxiang Jin, Ziqing Wang
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Chaotic Encryption Using Hybrid Evolution Cellular Automata and 4D Modulation for Data Centers IEEE Trans. Ind. Inform. (IF 11.7) Pub Date : 2024-10-21 Wenjun Zeng, Chongfu Zhang, Xinshuai Liang, Jiayu Liu, Yufeng Luo, Liang Yang, Xue Wang, Xiaomin Cai, Heping Wen, Kun Qiu
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Toward Robust Visual Place Recognition for Mobile Robots With an End-to-End Dark-Enhanced Net IEEE Trans. Ind. Inform. (IF 11.7) Pub Date : 2024-10-21 Zhenyu Li, Tianyi Shang, Pengjie Xu, Zhaojun Deng, Ruirui Zhang
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Observer-Based Multiagent Deep Reinforcement Learning: A Fully Distributed Training Scheme IEEE Trans. Ind. Inform. (IF 11.7) Pub Date : 2024-10-21 Lifu Ding, Qixuan Mao, Gangfeng Yan
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Lifelong Monitoring of Bearing-Rotor Systems Over Whole Life Cycle: An Emerging Paradigm IEEE Trans. Ind. Inform. (IF 11.7) Pub Date : 2024-10-21 Yulai Zhao, Tong Liu, Yun-Peng Zhu, Zepeng Liu, Qingkai Han, Hui Ma
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Reputation-Based Optimization for Distributed Energy Management Under Persistent DoS Attacks IEEE Trans. Ind. Inform. (IF 11.7) Pub Date : 2024-10-21 Meng Luan, Guanghui Wen, Xiaohua Ge, Qing-Long Han
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Closed-Loop Iterative Optimized Fractional-Order PID Current Control of PMSM IEEE Trans. Ind. Inform. (IF 11.7) Pub Date : 2024-10-18 Hongjie Fan, Hongxing Wei, Dong Xu, Yupeng Liu
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Socialized Learning: A Survey of the Paradigm Shift for Edge Intelligence in Networked Systems IEEE Commun. Surv. Tutor. (IF 34.4) Pub Date : 2024-10-17 Xiaofei Wang, Yunfeng Zhao, Chao Qiu, Qinghua Hu, Victor C. M. Leung
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Automated Control Method of Multiple Peg-in-Hole Assembly for Relay and Its Socket IEEE Trans. Ind. Inform. (IF 11.7) Pub Date : 2024-10-17 Tiantian Hao, De Xu
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Rotation-Angle-Based Principal Feature Extraction and Optimization for PCB Defect Detection Under Uncertainties IEEE Trans. Ind. Inform. (IF 11.7) Pub Date : 2024-10-17 Zhao-Dong Luo, Lei Lei, Han-Xiong Li
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Coordinated Operation of Multiple Microgrids With Heat–Electricity Energy Based on Graph Surrogate Model-Enabled Robust Multiagent Deep Reinforcement Learning IEEE Trans. Ind. Inform. (IF 11.7) Pub Date : 2024-10-17 Sichen Li, Weihao Hu, Di Cao, Jiaxiang Hu, Zhe Chen, Frede Blaabjerg
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Predicting Gate Operation in Open Canal Control With Multitask Sequential Model IEEE Trans. Ind. Inform. (IF 11.7) Pub Date : 2024-10-17 Shiyuan Guo, Weizhi Ma, Zhigang Yang, Jinlong Liu, Zhongjing Wang, Min Zhang
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Co-Optimization of Microgrid Secondary Control and Communication QoS: A Cross-Layer Perspective in Cyber–Physical System IEEE Trans. Ind. Inform. (IF 11.7) Pub Date : 2024-10-17 Xiaomeng Feng, Shiyan Hu
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Factor Graph Optimization for Flexibly Modeled INS/GPS Navigation in Graphical State-Space IEEE Trans. Ind. Inform. (IF 11.7) Pub Date : 2024-10-17 Zheng Zhou, Shunyi Zhao, Chengxi Zhang, Jin Wu, Biao Huang
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Enhancing Anti-Interference of Magnetic Tracking: A MagRobustNet-Based Framework With Self-Supervised Anomaly Detection and Measurements Recovery IEEE Trans. Ind. Inform. (IF 11.7) Pub Date : 2024-10-17 Shijian Su, Hai Lan, Huxin Gao, Houde Dai, Hongliang Ren
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Causal Inference-Based Adversarial Domain Adaptation for Cross-Domain Industrial Intrusion Detection IEEE Trans. Ind. Inform. (IF 11.7) Pub Date : 2024-10-17 Yongle Chen, Yubo Ji, Haoran Wang, Xiaoyan Hao, Yuli Yang, Yao Ma, Dan Yu
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Federated Multidiscriminators Multigenerators for Heterogeneous Industrial IoT IEEE Trans. Ind. Inform. (IF 11.7) Pub Date : 2024-10-16 Baosheng Li, Weifeng Gao, Jin Xie, Maoguo Gong, Ling Wang, Hong Li
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Robotic Locomotion Skill Learning Using Unsupervised Reinforcement Learning With Controllable Latent Space Partition IEEE Trans. Ind. Inform. (IF 11.7) Pub Date : 2024-10-16 Ziming He, Pengyu Chen, Haobin Shi, Jingchen Li, Kao-Shing Hwang
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A Novel Domain Incremental Learning Method for Bearing Fault Diagnosis Based on F&K IEEE Trans. Ind. Inform. (IF 11.7) Pub Date : 2024-10-16 Meidi Sun, Xinmiao Xiao, Tangyan Chen, Qing He, Zhuo Long, Ling Li
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SRPCNet: Self-Reinforcing Perception Coordination Network for Seamless Steel Pipes Internal Surface Defect Detection IEEE Trans. Ind. Inform. (IF 11.7) Pub Date : 2024-10-16 Hongshu Chen, Kechen Song, Wenqi Cui, Tianle Zhang, Yunhui Yan, Jun Li
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Industrial-Mass Mini/Micro LED Sorting Using Patch Enhanced Lightweight Self-Attention Hybrid Neural Network IEEE Trans. Ind. Inform. (IF 11.7) Pub Date : 2024-10-16 Jie Chu, Jueping Cai, Biao Hou, Kailin Wen
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Brownian Distance Covariance-Based Few-Shot Learning Framework Considering Noisy Labels for Fault Diagnosis of Train Transmission Systems IEEE Trans. Ind. Inform. (IF 11.7) Pub Date : 2024-10-16 Ao Ding, Yong Qin, Biao Wang, Han Liu, Dawei Chen, Lin Tao, Liang Guo
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Model Predictive Control-Based Active/Reactive Power Regulation of Inverter Air Conditioners for Improving Voltage Quality of Distribution Systems IEEE Trans. Ind. Inform. (IF 11.7) Pub Date : 2024-10-16 Lunshu Chen, Hongxun Hui
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From Space-Central to Space-Time Balanced: A Perspective for Moore’s Law 2.0 and a Holistic Paradigm for Emergence [Perspectives] IEEE Signal Proc. Mag. (IF 9.4) Pub Date : 2024-10-11 Liming Xiu
The history of electronics is studied from physical and evolutionary viewpoints, identifying a crisis of “space overexploitation.” This space-central practice is signified by Moore’s Law, the 1.0 version. Electronics is also examined in philosophical standing, leading to an awareness that a paradigm was formed around the late 1940s. It is recognized that this paradigm is of reductionist nature and
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Socially Intelligent Networks: A framework for decision making over graphs IEEE Signal Proc. Mag. (IF 9.4) Pub Date : 2024-10-11 Virginia Bordignon, Vincenzo Matta, Ali H. Sayed
By “social learning,” in this article we refer to mechanisms for opinion formation and decision making over graphs and the study of how agents’ decisions evolve dynamically through interactions with neighbors and the environment. The study of social learning strategies is critical for at least two reasons. On one hand, it allows for a deeper understanding of the fundamental cognitive mechanisms that
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The Future of Bionic Limbs: The untapped synergy of signal processing, control, and wireless connectivity IEEE Signal Proc. Mag. (IF 9.4) Pub Date : 2024-10-11 Federico Chiariotti, Pranav Mamidanna, Suraj Suman, Čedomir Stefanović, Dario Farina, Petar Popovski, Strahinja Došen
The flexibility and dexterity of human limbs rely on the processing of a vast quantity of signals within the sensory-motor networks in the brain and spinal cord, distilled into stimuli that govern the commands and movements. Hence, the use of assistive devices, such as robotic limbs or exoskeletons, is critically dependent on the processing of a large number of heterogeneous signals to mimic natural
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Deep Internal Learning: Deep learning from a single input IEEE Signal Proc. Mag. (IF 9.4) Pub Date : 2024-10-11 Tom Tirer, Raja Giryes, Se Young Chun, Yonina C. Eldar
Deep learning, in general, focuses on training a neural network from large labeled datasets. Yet, in many cases, there is value in training a network just from the input at hand. This is particularly relevant in many signal and image processing problems where training data are scarce and diversity is large on the one hand, and on the other, there is a lot of structure in the data that can be exploited
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How to Design a Cheap Music Detection System Using a Simple Multilayer Perceptron With Temporal Integration IEEE Signal Proc. Mag. (IF 9.4) Pub Date : 2024-10-11 Zafar Rafii, Erling Wold, Richard Boulderstone
We show how to design a cheap system for detecting when music is present in audio recordings. We make use of a small neural network consisting of a simple multilayer perceptron (MLP) along with compact features derived from the mel spectrogram by means of temporal integration.
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Fast Fourier Transform-Based Computation of Uniform Linear Array Beam Patterns [Tips & Tricks] IEEE Signal Proc. Mag. (IF 9.4) Pub Date : 2024-10-11 José Antonio Apolinário
Provides society information that may include news, reviews or technical notes that should be of interest to practitioners and researchers.
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Ophthalmic Biomarker Detection: Highlights From the IEEE Video and Image Processing Cup 2023 Student Competition [SP Competitions] IEEE Signal Proc. Mag. (IF 9.4) Pub Date : 2024-10-11 Ghassan AlRegib, Mohit Prabhushankar, Kiran Kokilepersaud, Prithwijit Chowdhury, Zoe Fowler, Stephanie Trejo Corona, Lucas A. Thomaz, Angshul Majumdar
Provides society information that may include news, reviews or technical notes that should be of interest to practitioners and researchers.
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Honoring Prof. Sophocles J. Orfanidis [In Memoriam] IEEE Signal Proc. Mag. (IF 9.4) Pub Date : 2024-10-11 Aggelos Bletsas
Recounts the career and contributions of Prof. Sophocles J. Orfanidis.
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Remote Sensing-Based Algorithms for Estimating Evapotranspiration in Agricultural Systems: A systematic literature review IEEE Geosci. Remote Sens. Mag. (IF 16.2) Pub Date : 2024-10-15 Wendel Kaian Mendonça Oliveira, Marcio Furlan Maggi, Luan Peroni Venancio, Claudio Leones Bazzi, Lúcia Helena Pereira Nóbrega, Adriane Silva De Mendonça Oliveira, Erivelto Mercante, Kelyn Schenatto
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Near-Field Communications: A Comprehensive Survey IEEE Commun. Surv. Tutor. (IF 34.4) Pub Date : 2024-10-14 Yuanwei Liu, Chongjun Ouyang, Zhaolin Wang, Jiaqi Xu, Xidong Mu, A. Lee Swindlehurst
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A Platoon-Based Approach for AGV Scheduling and Trajectory Planning in Fully Automated Production Systems IEEE Trans. Ind. Inform. (IF 11.7) Pub Date : 2024-10-14 Alessandro Bozzi, Simone Graffione, Jose-Fernando Jimenez, Roberto Sacile, Enrico Zero
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Hierarchical and Validated Branch-and-Bound Method for Global Point Cloud Registration IEEE Trans. Ind. Inform. (IF 11.7) Pub Date : 2024-10-14 Meng Xu, Jikai Wang, Kezhi Wang, Zonghai Chen
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Process Mining for Digital Twin Development of Industrial Cyber-Physical Systems IEEE Trans. Ind. Inform. (IF 11.7) Pub Date : 2024-10-14 Francesco Vitale, Simone Guarino, Francesco Flammini, Luca Faramondi, Nicola Mazzocca, Roberto Setola
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A Novel Period-Sensitive LSTM for Laser Welding Quality Prediction IEEE Trans. Ind. Inform. (IF 11.7) Pub Date : 2024-10-14 Tianyuan Liu, Jinsong Bao
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An Innovative Visual Weighing Method: Measuring Bulk Material Mass Flows via Belt Deformation Field With Deep Learning IEEE Trans. Ind. Inform. (IF 11.7) Pub Date : 2024-10-14 Wei Qiao, Xiaoyan Xiong, Chen Jie, Huijie Dong, Yusong Pang, Junzhi Yu
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Special Issue: Artificial Intelligence for Education: A Signal Processing Perspective IEEE Signal Proc. Mag. (IF 9.4) Pub Date : 2024-10-11
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Incipit [President’s Message] IEEE Signal Proc. Mag. (IF 9.4) Pub Date : 2024-10-11 Kostas Plataniotis
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Call for Papers Special Issue on The Mathematics of Deep Learning IEEE Signal Proc. Mag. (IF 9.4) Pub Date : 2024-10-11
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Special Issue on Accelerating Brain Discovery Through Data Science and Neurotechnology IEEE Signal Proc. Mag. (IF 9.4) Pub Date : 2024-10-11
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Efficient Deconvolution With the Discrete Fourier Transform IEEE Signal Proc. Mag. (IF 9.4) Pub Date : 2024-10-11 Alan V. Oppenheim, Ronald W. Schafer, James Ward
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Interdisciplinarity: The Clear Path Forward [From the Editor] IEEE Signal Proc. Mag. (IF 9.4) Pub Date : 2024-10-11 Tülay Adali
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A Physics-Informed Composite Network for Modeling of Electrochemical Process of Large-Scale Lithium-Ion Batteries IEEE Trans. Ind. Inform. (IF 11.7) Pub Date : 2024-10-10 Bing-Chuan Wang, Zhen-Dong Ji, Yong Wang, Han-Xiong Li, Zhongmei Li
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Temporal Heterogeneous Relationships Enhanced Deep Clustering Network for Fault Diagnosis Using Unlabeled Multisensor Data IEEE Trans. Ind. Inform. (IF 11.7) Pub Date : 2024-10-09 Mingfeng Lu, Gang Wang
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Improving the High-Quality Product Consistency in a Digital Manufacturing Environment IEEE Trans. Ind. Inform. (IF 11.7) Pub Date : 2024-10-09 Abhik Banerjee, Kaneez Fizza, Dimitrios Georgakopoulos, Abdur Rahim Mohammad Forkan, Prem Prakash Jayaraman, Josip Karabotic Milovac
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ICMarkingNet: An Ultrafast and Streamlined Deep Model for IC Marking Inspection IEEE Trans. Ind. Inform. (IF 11.7) Pub Date : 2024-10-08 Zhongshu Chen, Feng Guo, Lin Zuo, Yu Liu