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IEEE Transactions on Signal Processing最新文献

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Binary Sparse Signal Recovery with Dynamic Multiple Matching Pursuit 基于动态多重匹配追踪的二值稀疏信号恢复
IF 5.4 2区 工程技术
IEEE Transactions on Signal Processing Pub Date : 2026-10-08 DOI: 10.1109/tsp.2026.3741152
Xinwei Zhao, Jinming Wen, Hongqi Yang, Xiao Ma, Rui Zhang
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引用次数: 0
Robust Compressive-Sensing-Based Diffusion Bayesian Strategies Over Networks 基于鲁棒压缩感知的网络扩散贝叶斯策略
IF 5.4 2区 工程技术
IEEE Transactions on Signal Processing Pub Date : 2026-10-08 DOI: 10.1109/tsp.2026.3740734
Fan Song, Fuyi Huang, Haiquan Zhao, Hing Cheung So, Haiqiang Chen, Hongyang Chen
{"title":"Robust Compressive-Sensing-Based Diffusion Bayesian Strategies Over Networks","authors":"Fan Song, Fuyi Huang, Haiquan Zhao, Hing Cheung So, Haiqiang Chen, Hongyang Chen","doi":"10.1109/tsp.2026.3740734","DOIUrl":"https://doi.org/10.1109/tsp.2026.3740734","url":null,"abstract":"","PeriodicalId":13330,"journal":{"name":"IEEE Transactions on Signal Processing","volume":"471 1","pages":"1-14"},"PeriodicalIF":5.4,"publicationDate":"2026-10-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149152362","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
Radar Network Waveform Design for Target Tracking 目标跟踪雷达网络波形设计
IF 5.4 2区 工程技术
IEEE Transactions on Signal Processing Pub Date : 2026-10-06 DOI: 10.1109/tsp.2026.3737918
Tao Fan, Augusto Aubry, Antonio De Maio, Luca Pallotta, Xianxiang Yu, Guolong Cui
{"title":"Radar Network Waveform Design for Target Tracking","authors":"Tao Fan, Augusto Aubry, Antonio De Maio, Luca Pallotta, Xianxiang Yu, Guolong Cui","doi":"10.1109/tsp.2026.3737918","DOIUrl":"https://doi.org/10.1109/tsp.2026.3737918","url":null,"abstract":"","PeriodicalId":13330,"journal":{"name":"IEEE Transactions on Signal Processing","volume":"33 1","pages":"1-15"},"PeriodicalIF":5.4,"publicationDate":"2026-10-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149093061","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
Stacked Intelligent Metasurface-Diffractive Deep Neural Networks for Onboard Terrain Classification from SAR Level-0 Raw Data 基于SAR 0级原始数据的机载地形分类的堆叠智能超表面衍射深度神经网络
IF 5.4 2区 工程技术
IEEE Transactions on Signal Processing Pub Date : 2026-10-01 DOI: 10.1109/tsp.2026.3739490
Mengbing Liu, Xin Li, Jiancheng An, Chau Yuen
{"title":"Stacked Intelligent Metasurface-Diffractive Deep Neural Networks for Onboard Terrain Classification from SAR Level-0 Raw Data","authors":"Mengbing Liu, Xin Li, Jiancheng An, Chau Yuen","doi":"10.1109/tsp.2026.3739490","DOIUrl":"https://doi.org/10.1109/tsp.2026.3739490","url":null,"abstract":"","PeriodicalId":13330,"journal":{"name":"IEEE Transactions on Signal Processing","volume":"32 1","pages":""},"PeriodicalIF":5.4,"publicationDate":"2026-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149084398","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
Diffusion Learning with Partial Agent Participation and Local Updates 局部智能体参与和局部更新的扩散学习
IF 5.4 2区 工程技术
IEEE Transactions on Signal Processing Pub Date : 2026-10-01 DOI: 10.1109/tsp.2026.3739118
Elsa Rizk, Shengmao Chen, Kun Yuan, Ali H. Sayed
{"title":"Diffusion Learning with Partial Agent Participation and Local Updates","authors":"Elsa Rizk, Shengmao Chen, Kun Yuan, Ali H. Sayed","doi":"10.1109/tsp.2026.3739118","DOIUrl":"https://doi.org/10.1109/tsp.2026.3739118","url":null,"abstract":"","PeriodicalId":13330,"journal":{"name":"IEEE Transactions on Signal Processing","volume":"20 1","pages":""},"PeriodicalIF":5.4,"publicationDate":"2026-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149084399","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
Tackling Over-squashing in Graph Neural Networks via Mitigating Topological Bottleneck With Random Walks Based Probabilistic Curvature Metric 基于随机行走的概率曲率度量缓解拓扑瓶颈解决图神经网络过度压缩问题
IF 5.4 2区 工程技术
IEEE Transactions on Signal Processing Pub Date : 2026-09-30 DOI: 10.1109/tsp.2026.3739354
Yiheng Jiang, Wenrui Dai, Junni Zou, Nuowen Kan, Ziyang Zheng, Chenglin Li, Hongkai Xiong
{"title":"Tackling Over-squashing in Graph Neural Networks via Mitigating Topological Bottleneck With Random Walks Based Probabilistic Curvature Metric","authors":"Yiheng Jiang, Wenrui Dai, Junni Zou, Nuowen Kan, Ziyang Zheng, Chenglin Li, Hongkai Xiong","doi":"10.1109/tsp.2026.3739354","DOIUrl":"https://doi.org/10.1109/tsp.2026.3739354","url":null,"abstract":"","PeriodicalId":13330,"journal":{"name":"IEEE Transactions on Signal Processing","volume":"109 1","pages":""},"PeriodicalIF":5.4,"publicationDate":"2026-09-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149084418","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
Fast Tri-Hybrid Beamforming via Deep Unfolding 基于深度展开的快速三混合波束形成
IF 5.4 2区 工程技术
IEEE Transactions on Signal Processing Pub Date : 2026-09-30 DOI: 10.1109/tsp.2026.3739679
Pinjun Zheng, Md. Jahangir Hossain, Anas Chaaban
{"title":"Fast Tri-Hybrid Beamforming via Deep Unfolding","authors":"Pinjun Zheng, Md. Jahangir Hossain, Anas Chaaban","doi":"10.1109/tsp.2026.3739679","DOIUrl":"https://doi.org/10.1109/tsp.2026.3739679","url":null,"abstract":"","PeriodicalId":13330,"journal":{"name":"IEEE Transactions on Signal Processing","volume":"33 1","pages":""},"PeriodicalIF":5.4,"publicationDate":"2026-09-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149084417","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
Robust Multidimensional Chinese Remainder Theorem (MD-CRT) with Non-Diagonal Moduli and Multi-Stage Framework 具有非对角模和多阶段框架的鲁棒多维中国剩余定理
IF 5.4 2区 工程技术
IEEE Transactions on Signal Processing Pub Date : 2026-09-29 DOI: 10.1109/tsp.2026.3738672
Guangpu Guo, Xiang-Gen Xia
{"title":"Robust Multidimensional Chinese Remainder Theorem (MD-CRT) with Non-Diagonal Moduli and Multi-Stage Framework","authors":"Guangpu Guo, Xiang-Gen Xia","doi":"10.1109/tsp.2026.3738672","DOIUrl":"https://doi.org/10.1109/tsp.2026.3738672","url":null,"abstract":"","PeriodicalId":13330,"journal":{"name":"IEEE Transactions on Signal Processing","volume":"32 1","pages":""},"PeriodicalIF":5.4,"publicationDate":"2026-09-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149077885","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
An Efficient Subspace Algorithm for Federated Learning on Heterogeneous Data 一种高效的异构数据联邦学习子空间算法
IF 5.4 2区 工程技术
IEEE Transactions on Signal Processing Pub Date : 2026-09-29 DOI: 10.1109/tsp.2026.3738791
Jiaojiao Zhang, Yizhao Fan, Yuqi Xu, Kun Yuan
{"title":"An Efficient Subspace Algorithm for Federated Learning on Heterogeneous Data","authors":"Jiaojiao Zhang, Yizhao Fan, Yuqi Xu, Kun Yuan","doi":"10.1109/tsp.2026.3738791","DOIUrl":"https://doi.org/10.1109/tsp.2026.3738791","url":null,"abstract":"","PeriodicalId":13330,"journal":{"name":"IEEE Transactions on Signal Processing","volume":"167 1","pages":""},"PeriodicalIF":5.4,"publicationDate":"2026-09-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149077893","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
Persymmetric MIG Detectors in Sample-Starved Scenarios 样本缺乏情况下的超对称MIG探测器
IF 5.4 2区 工程技术
IEEE Transactions on Signal Processing Pub Date : 2026-09-29 DOI: 10.1109/tsp.2026.3738797
Xiaoqiang Hua, Erchuan Zhang, Jun Liu, Yongqiang Cheng, Danilo Orlando
{"title":"Persymmetric MIG Detectors in Sample-Starved Scenarios","authors":"Xiaoqiang Hua, Erchuan Zhang, Jun Liu, Yongqiang Cheng, Danilo Orlando","doi":"10.1109/tsp.2026.3738797","DOIUrl":"https://doi.org/10.1109/tsp.2026.3738797","url":null,"abstract":"","PeriodicalId":13330,"journal":{"name":"IEEE Transactions on Signal Processing","volume":"112 1","pages":""},"PeriodicalIF":5.4,"publicationDate":"2026-09-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149077886","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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