IEEE Transactions on Signal Processing最新文献

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Boosting Restoration of Turbulence-Degraded Images with State Space Conditional Diffusion 状态空间条件扩散增强湍流退化图像的恢复
IF 5.4 2区 工程技术
IEEE Transactions on Signal Processing Pub Date : 2025-06-23 DOI: 10.1109/tsp.2025.3580723
Yubo Wu, Kuanhong Cheng, Tingting Chai, Gengyu Lyu, Shuping Zhao, Wei Jia
{"title":"Boosting Restoration of Turbulence-Degraded Images with State Space Conditional Diffusion","authors":"Yubo Wu, Kuanhong Cheng, Tingting Chai, Gengyu Lyu, Shuping Zhao, Wei Jia","doi":"10.1109/tsp.2025.3580723","DOIUrl":"https://doi.org/10.1109/tsp.2025.3580723","url":null,"abstract":"","PeriodicalId":13330,"journal":{"name":"IEEE Transactions on Signal Processing","volume":"49 1","pages":""},"PeriodicalIF":5.4,"publicationDate":"2025-06-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144370736","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
Monotone Lipschitz-Gradient Denoiser: Explainability of Operator Regularization Approaches Free From Lipschitz Constant Control 单调Lipschitz梯度去噪:不受Lipschitz常数控制的算子正则化方法的可解释性
IF 5.4 2区 工程技术
IEEE Transactions on Signal Processing Pub Date : 2025-06-18 DOI: 10.1109/tsp.2025.3580667
Masahiro Yukawa, Isao Yamada
{"title":"Monotone Lipschitz-Gradient Denoiser: Explainability of Operator Regularization Approaches Free From Lipschitz Constant Control","authors":"Masahiro Yukawa, Isao Yamada","doi":"10.1109/tsp.2025.3580667","DOIUrl":"https://doi.org/10.1109/tsp.2025.3580667","url":null,"abstract":"","PeriodicalId":13330,"journal":{"name":"IEEE Transactions on Signal Processing","volume":"196 1","pages":""},"PeriodicalIF":5.4,"publicationDate":"2025-06-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144320107","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
Transdimensional Model Learning with Online Feature Selection Based on Predictive Least Squares 基于预测最小二乘的在线特征选择的跨维模型学习
IF 5.4 2区 工程技术
IEEE Transactions on Signal Processing Pub Date : 2025-06-17 DOI: 10.1109/tsp.2025.3580315
Marija Iloska, Mónica Bugallo, Petar M. Djurić
{"title":"Transdimensional Model Learning with Online Feature Selection Based on Predictive Least Squares","authors":"Marija Iloska, Mónica Bugallo, Petar M. Djurić","doi":"10.1109/tsp.2025.3580315","DOIUrl":"https://doi.org/10.1109/tsp.2025.3580315","url":null,"abstract":"","PeriodicalId":13330,"journal":{"name":"IEEE Transactions on Signal Processing","volume":"66 1","pages":""},"PeriodicalIF":5.4,"publicationDate":"2025-06-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144311309","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
Uncovering the Iceberg in the Sea: Fundamentals of Pulse Shaping and Modulation Design for Random ISAC Signals 揭示海中的冰山:随机ISAC信号的脉冲整形和调制设计的基础
IF 5.4 2区 工程技术
IEEE Transactions on Signal Processing Pub Date : 2025-06-17 DOI: 10.1109/tsp.2025.3580596
Fan Liu, Yifeng Xiong, Shihang Lu, Shuangyang Li, Weijie Yuan, Christos Masouros, Shi Jin, Giuseppe Caire
{"title":"Uncovering the Iceberg in the Sea: Fundamentals of Pulse Shaping and Modulation Design for Random ISAC Signals","authors":"Fan Liu, Yifeng Xiong, Shihang Lu, Shuangyang Li, Weijie Yuan, Christos Masouros, Shi Jin, Giuseppe Caire","doi":"10.1109/tsp.2025.3580596","DOIUrl":"https://doi.org/10.1109/tsp.2025.3580596","url":null,"abstract":"","PeriodicalId":13330,"journal":{"name":"IEEE Transactions on Signal Processing","volume":"37 1","pages":""},"PeriodicalIF":5.4,"publicationDate":"2025-06-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144311308","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
Enhancing 1-Bit Compressive Sensing With Support Estimation in Noisy Wireless Sensor Networks 基于支持度估计的噪声无线传感器网络1位压缩感知增强
IF 5.4 2区 工程技术
IEEE Transactions on Signal Processing Pub Date : 2025-06-16 DOI: 10.1109/tsp.2025.3579610
Ming-Hsun Yang, Liang-Chi Huang
{"title":"Enhancing 1-Bit Compressive Sensing With Support Estimation in Noisy Wireless Sensor Networks","authors":"Ming-Hsun Yang, Liang-Chi Huang","doi":"10.1109/tsp.2025.3579610","DOIUrl":"https://doi.org/10.1109/tsp.2025.3579610","url":null,"abstract":"","PeriodicalId":13330,"journal":{"name":"IEEE Transactions on Signal Processing","volume":"604 1","pages":""},"PeriodicalIF":5.4,"publicationDate":"2025-06-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144304467","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
Straggler-Resilient Asynchronous ADMM for Distributed Consensus Optimization 分布式一致性优化的离散-弹性异步ADMM
IF 5.4 2区 工程技术
IEEE Transactions on Signal Processing Pub Date : 2025-06-16 DOI: 10.1109/tsp.2025.3579628
Jeannie He, Ming Xiao, Mikael Skoglund, Harold Vincent Poor
{"title":"Straggler-Resilient Asynchronous ADMM for Distributed Consensus Optimization","authors":"Jeannie He, Ming Xiao, Mikael Skoglund, Harold Vincent Poor","doi":"10.1109/tsp.2025.3579628","DOIUrl":"https://doi.org/10.1109/tsp.2025.3579628","url":null,"abstract":"","PeriodicalId":13330,"journal":{"name":"IEEE Transactions on Signal Processing","volume":"43 1","pages":""},"PeriodicalIF":5.4,"publicationDate":"2025-06-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144304466","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
Slim Is Better: Transform-Based Tensor Robust Principal Component Analysis 越瘦越好:基于变换的张量鲁棒主成分分析
IF 4.6 2区 工程技术
IEEE Transactions on Signal Processing Pub Date : 2025-06-12 DOI: 10.1109/TSP.2025.3577762
Lin Chen;Li Ge;Xue Jiang;Hongbin Li;Martin Haardt
{"title":"Slim Is Better: Transform-Based Tensor Robust Principal Component Analysis","authors":"Lin Chen;Li Ge;Xue Jiang;Hongbin Li;Martin Haardt","doi":"10.1109/TSP.2025.3577762","DOIUrl":"10.1109/TSP.2025.3577762","url":null,"abstract":"This paper addresses the tensor robust principal component analysis (RPCA) by employing linear slim transforms along the mode-3 of the tensor. Previous works have empirically shown the superiority of slim transforms over traditional square ones in low-rank tensor recovery. However, the recovery guarantee for the slim transform-based tensor RPCA (SRPCA) remains an unresolved issue, as existing guarantees are only applicable to invertible, inner product preserving, and self-adjoint transforms. In contrast, we establish the recovery guarantee for SRPCA that is applicable to any mode-3 linear slim transform under certain conditions. Specifically, new tensor incoherence conditions are deduced to accommodate slim transforms and can also be simplified to the existing conditions pertaining to the discrete Fourier transform. Our theoretical analysis reveals that the slim transform with a condition number of 1 enjoys an averaging effect on tensor incoherence parameters through its composing square transforms, thus leading to a more relaxed recovery bound for SRPCA compared to its square counterparts. This insight is validated through experimental results on both synthetic and real data, which demonstrate the improved performance of SRPCA over traditionally square transform-based tensor RPCA.","PeriodicalId":13330,"journal":{"name":"IEEE Transactions on Signal Processing","volume":"73 ","pages":"2320-2335"},"PeriodicalIF":4.6,"publicationDate":"2025-06-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144278208","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
Domain Adaptation for DoA Estimation in Multipath Channels with Interferences 干扰下多径信道DoA估计的域自适应
IF 5.4 2区 工程技术
IEEE Transactions on Signal Processing Pub Date : 2025-06-06 DOI: 10.1109/tsp.2025.3577257
Amitay Bar, Joseph S. Picard, Israel Cohen, Ronen Talmon
{"title":"Domain Adaptation for DoA Estimation in Multipath Channels with Interferences","authors":"Amitay Bar, Joseph S. Picard, Israel Cohen, Ronen Talmon","doi":"10.1109/tsp.2025.3577257","DOIUrl":"https://doi.org/10.1109/tsp.2025.3577257","url":null,"abstract":"","PeriodicalId":13330,"journal":{"name":"IEEE Transactions on Signal Processing","volume":"24 1","pages":""},"PeriodicalIF":5.4,"publicationDate":"2025-06-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144237036","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
Detection of a Living Person with Unknown Reflection and Respiration Using MIMO Radar 用MIMO雷达探测未知反射和呼吸的活人
IF 5.4 2区 工程技术
IEEE Transactions on Signal Processing Pub Date : 2025-06-06 DOI: 10.1109/tsp.2025.3577198
Peichao Wang, Aiming Bian, Bingqian Yu, Qian He
{"title":"Detection of a Living Person with Unknown Reflection and Respiration Using MIMO Radar","authors":"Peichao Wang, Aiming Bian, Bingqian Yu, Qian He","doi":"10.1109/tsp.2025.3577198","DOIUrl":"https://doi.org/10.1109/tsp.2025.3577198","url":null,"abstract":"","PeriodicalId":13330,"journal":{"name":"IEEE Transactions on Signal Processing","volume":"10 1","pages":""},"PeriodicalIF":5.4,"publicationDate":"2025-06-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144237273","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
Sampling and Uniqueness Sets in Graphon Signal Processing 石墨信号处理中的采样和唯一性集
IF 5.4 2区 工程技术
IEEE Transactions on Signal Processing Pub Date : 2025-06-06 DOI: 10.1109/tsp.2025.3577112
Alejandro Parada-Mayorga, Alejandro Ribeiro
{"title":"Sampling and Uniqueness Sets in Graphon Signal Processing","authors":"Alejandro Parada-Mayorga, Alejandro Ribeiro","doi":"10.1109/tsp.2025.3577112","DOIUrl":"https://doi.org/10.1109/tsp.2025.3577112","url":null,"abstract":"","PeriodicalId":13330,"journal":{"name":"IEEE Transactions on Signal Processing","volume":"5 1","pages":""},"PeriodicalIF":5.4,"publicationDate":"2025-06-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144237261","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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