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IEEE Transactions on Signal Processing最新文献

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DeepFRI: A Deep Plug-and-Play Technique for Finite-Rate-of-Innovation Signal Reconstruction DeepFRI：一种用于有限创新率信号重建的深度即插即用技术
IF 5.4 2区 工程技术
IEEE Transactions on Signal Processing Pub Date : 2025-07-15 DOI: 10.1109/tsp.2025.3589394
Abijith Jagannath Kamath, Sharan Basav Patil, Chandra Sekhar Seelamantula
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引用次数: 0
Low Tensor-Rank Adaptation of Kolmogorov–Arnold Networks Kolmogorov-Arnold网络的低张量秩自适应
IF 5.4 2区 工程技术
IEEE Transactions on Signal Processing Pub Date : 2025-07-14 DOI: 10.1109/tsp.2025.3588910
Yihang Gao, Michael K. Ng, Vincent Y. F. Tan
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引用次数: 0
Block Tensor Ring Decomposition: Theory and Application 块张量环分解：理论与应用
IF 5.4 2区 工程技术
IEEE Transactions on Signal Processing Pub Date : 2025-07-14 DOI: 10.1109/tsp.2025.3589059
Sheng Liu, Xi-Le Zhao, Hao Zhang
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引用次数: 0
Time-Varying Graph Learning for Data with Heavy-Tailed Distribution 重尾分布数据的时变图学习
IF 5.4 2区 工程技术
IEEE Transactions on Signal Processing Pub Date : 2025-07-14 DOI: 10.1109/tsp.2025.3588173
Amirhossein Javaheri, Jiaxi Ying, Daniel P. Palomar, Farokh Marvasti
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引用次数: 0
Adaptive Federated Learning Over the Air 空中自适应联邦学习
IF 5.4 2区 工程技术
IEEE Transactions on Signal Processing Pub Date : 2025-07-14 DOI: 10.1109/tsp.2025.3585002
Chenhao Wang, Zihan Chen, Nikolaos Pappas, Howard H. Yang, Tony Q. S. Quek, H. Vincent Poor
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引用次数: 0
Finite Sample Analysis of Distribution-Free Confidence Ellipsoids for Linear Regression 线性回归中无分布置信椭球的有限样本分析
IF 5.4 2区 工程技术
IEEE Transactions on Signal Processing Pub Date : 2025-07-14 DOI: 10.1109/tsp.2025.3588333
Szabolcs Szentpéteri, Balázs Csanád Csáji
{"title":"Finite Sample Analysis of Distribution-Free Confidence Ellipsoids for Linear Regression","authors":"Szabolcs Szentpéteri, Balázs Csanád Csáji","doi":"10.1109/tsp.2025.3588333","DOIUrl":"https://doi.org/10.1109/tsp.2025.3588333","url":null,"abstract":"","PeriodicalId":13330,"journal":{"name":"IEEE Transactions on Signal Processing","volume":"1 1","pages":""},"PeriodicalIF":5.4,"publicationDate":"2025-07-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144629701","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Compressed Sensor Caching and Collaborative Sparse Data Recovery with Anchor Alignment 压缩传感器缓存与锚对齐协同稀疏数据恢复
IF 5.4 2区 工程技术
IEEE Transactions on Signal Processing Pub Date : 2025-07-11 DOI: 10.1109/tsp.2025.3588354
Yi-Jen Yang, Ming-Hsun Yang, Jwo-Yuh Wu, Y.-W. Peter Hong
{"title":"Compressed Sensor Caching and Collaborative Sparse Data Recovery with Anchor Alignment","authors":"Yi-Jen Yang, Ming-Hsun Yang, Jwo-Yuh Wu, Y.-W. Peter Hong","doi":"10.1109/tsp.2025.3588354","DOIUrl":"https://doi.org/10.1109/tsp.2025.3588354","url":null,"abstract":"","PeriodicalId":13330,"journal":{"name":"IEEE Transactions on Signal Processing","volume":"34 1","pages":""},"PeriodicalIF":5.4,"publicationDate":"2025-07-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144610978","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Exponentially Consistent Nonparametric Linkage-Based Clustering of Data Sequences 基于指数一致非参数链接的数据序列聚类
IF 5.4 2区 工程技术
IEEE Transactions on Signal Processing Pub Date : 2025-07-11 DOI: 10.1109/tsp.2025.3588351
Bhupender Singh, Ananth Ram Rajagopalan, Srikrishna Bhashyam
{"title":"Exponentially Consistent Nonparametric Linkage-Based Clustering of Data Sequences","authors":"Bhupender Singh, Ananth Ram Rajagopalan, Srikrishna Bhashyam","doi":"10.1109/tsp.2025.3588351","DOIUrl":"https://doi.org/10.1109/tsp.2025.3588351","url":null,"abstract":"","PeriodicalId":13330,"journal":{"name":"IEEE Transactions on Signal Processing","volume":"14 1","pages":""},"PeriodicalIF":5.4,"publicationDate":"2025-07-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144610977","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Kalman Filter Aided Federated Koopman Learning 卡尔曼滤波辅助联邦库普曼学习
IF 5.4 2区 工程技术
IEEE Transactions on Signal Processing Pub Date : 2025-07-10 DOI: 10.1109/tsp.2025.3587329
Yutao Chen, Wei Chen
{"title":"Kalman Filter Aided Federated Koopman Learning","authors":"Yutao Chen, Wei Chen","doi":"10.1109/tsp.2025.3587329","DOIUrl":"https://doi.org/10.1109/tsp.2025.3587329","url":null,"abstract":"","PeriodicalId":13330,"journal":{"name":"IEEE Transactions on Signal Processing","volume":"22 1","pages":""},"PeriodicalIF":5.4,"publicationDate":"2025-07-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144603498","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Distributionally Robust Adaptive Beamforming 分布鲁棒自适应波束形成
IF 5.4 2区 工程技术
IEEE Transactions on Signal Processing Pub Date : 2025-07-10 DOI: 10.1109/tsp.2025.3587521
Shixiong Wang, Wei Dai, Geoffrey Ye Li
{"title":"Distributionally Robust Adaptive Beamforming","authors":"Shixiong Wang, Wei Dai, Geoffrey Ye Li","doi":"10.1109/tsp.2025.3587521","DOIUrl":"https://doi.org/10.1109/tsp.2025.3587521","url":null,"abstract":"","PeriodicalId":13330,"journal":{"name":"IEEE Transactions on Signal Processing","volume":"194 1","pages":""},"PeriodicalIF":5.4,"publicationDate":"2025-07-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144603499","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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