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IEEE Transactions on Signal Processing最新文献

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A Fast Robust Adaptive Filter using Improved Data-Reuse Method 基于改进数据重用方法的快速鲁棒自适应滤波器
IF 5.4 2区 工程技术
IEEE Transactions on Signal Processing Pub Date : 2026-04-20 DOI: 10.1109/tsp.2026.3685279
Yi Peng, Haiquan Zhao, Jinhui Hu
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引用次数: 0
Multi-Sensor Multi-Source Localization under Clutter and Uncertainty 杂波和不确定性下的多传感器多源定位
IF 5.4 2区 工程技术
IEEE Transactions on Signal Processing Pub Date : 2026-04-17 DOI: 10.1109/tsp.2026.3685137
Matthias Ospel, Philipp Mikus
{"title":"Multi-Sensor Multi-Source Localization under Clutter and Uncertainty","authors":"Matthias Ospel, Philipp Mikus","doi":"10.1109/tsp.2026.3685137","DOIUrl":"https://doi.org/10.1109/tsp.2026.3685137","url":null,"abstract":"","PeriodicalId":13330,"journal":{"name":"IEEE Transactions on Signal Processing","volume":"323 1","pages":""},"PeriodicalIF":5.4,"publicationDate":"2026-04-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147708959","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
A Large-dimensional Analysis of ESPRIT DoA Estimation: Inconsistency and a Correction via RMT ESPRIT DoA估计的大维度分析：不一致及RMT修正
IF 5.4 2区 工程技术
IEEE Transactions on Signal Processing Pub Date : 2026-04-17 DOI: 10.1109/tsp.2026.3683673
Zhengyu Wang, Wei Yang, Xiaoyi Mai, Zenan Ling, Zhenyu Liao, Robert C. Qiu
{"title":"A Large-dimensional Analysis of ESPRIT DoA Estimation: Inconsistency and a Correction via RMT","authors":"Zhengyu Wang, Wei Yang, Xiaoyi Mai, Zenan Ling, Zhenyu Liao, Robert C. Qiu","doi":"10.1109/tsp.2026.3683673","DOIUrl":"https://doi.org/10.1109/tsp.2026.3683673","url":null,"abstract":"","PeriodicalId":13330,"journal":{"name":"IEEE Transactions on Signal Processing","volume":"33 1","pages":""},"PeriodicalIF":5.4,"publicationDate":"2026-04-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147708957","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
Generative Principal Component Regression via Variational Inference 基于变分推理的生成主成分回归
IF 5.4 2区 工程技术
IEEE Transactions on Signal Processing Pub Date : 2026-04-10 DOI: 10.1109/tsp.2026.3682931
Austin Talbot, Corey J. Keller, Cristina Trevino, David E. Carlson, Eric B. Dammer, Erik C. B. Johnson, Thomas S. Wingo, Alex V. Kotlar
{"title":"Generative Principal Component Regression via Variational Inference","authors":"Austin Talbot, Corey J. Keller, Cristina Trevino, David E. Carlson, Eric B. Dammer, Erik C. B. Johnson, Thomas S. Wingo, Alex V. Kotlar","doi":"10.1109/tsp.2026.3682931","DOIUrl":"https://doi.org/10.1109/tsp.2026.3682931","url":null,"abstract":"","PeriodicalId":13330,"journal":{"name":"IEEE Transactions on Signal Processing","volume":"131 1","pages":""},"PeriodicalIF":5.4,"publicationDate":"2026-04-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147664300","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
The $K$-Score Test: A Model-Free Weighting Framework for Robust Parametric Detection $K$分数检验：一种鲁棒参数检测的无模型加权框架
IF 5.4 2区 工程技术
IEEE Transactions on Signal Processing Pub Date : 2026-04-09 DOI: 10.1109/tsp.2026.3682439
Koby Todros
{"title":"The $K$-Score Test: A Model-Free Weighting Framework for Robust Parametric Detection","authors":"Koby Todros","doi":"10.1109/tsp.2026.3682439","DOIUrl":"https://doi.org/10.1109/tsp.2026.3682439","url":null,"abstract":"","PeriodicalId":13330,"journal":{"name":"IEEE Transactions on Signal Processing","volume":"52 1","pages":""},"PeriodicalIF":5.4,"publicationDate":"2026-04-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147664310","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
Reducing CSIR Sounding Overhead in MIMO-OFDM System via Bayesian End-to-End Learning with Delay-Domain Sparse Precoding 基于延迟域稀疏预编码的贝叶斯端到端学习降低MIMO-OFDM系统CSIR探测开销
IF 5.4 2区 工程技术
IEEE Transactions on Signal Processing Pub Date : 2026-04-09 DOI: 10.1109/tsp.2026.3682472
Nilesh Kumar Jha, Huayan Guo, Vincent K. N. Lau
{"title":"Reducing CSIR Sounding Overhead in MIMO-OFDM System via Bayesian End-to-End Learning with Delay-Domain Sparse Precoding","authors":"Nilesh Kumar Jha, Huayan Guo, Vincent K. N. Lau","doi":"10.1109/tsp.2026.3682472","DOIUrl":"https://doi.org/10.1109/tsp.2026.3682472","url":null,"abstract":"","PeriodicalId":13330,"journal":{"name":"IEEE Transactions on Signal Processing","volume":"131 1","pages":""},"PeriodicalIF":5.4,"publicationDate":"2026-04-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147664312","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
K-Means and Gaussian Mixture Models on Lie Groups: Application to Geometrical Clustering 李群上的k -均值和高斯混合模型：在几何聚类中的应用
IF 5.4 2区 工程技术
IEEE Transactions on Signal Processing Pub Date : 2026-04-02 DOI: 10.1109/tsp.2026.3678342
Samy Labsir, Julien Lesouple, Jean-Yves Tourneret
{"title":"K-Means and Gaussian Mixture Models on Lie Groups: Application to Geometrical Clustering","authors":"Samy Labsir, Julien Lesouple, Jean-Yves Tourneret","doi":"10.1109/tsp.2026.3678342","DOIUrl":"https://doi.org/10.1109/tsp.2026.3678342","url":null,"abstract":"","PeriodicalId":13330,"journal":{"name":"IEEE Transactions on Signal Processing","volume":"63 1","pages":""},"PeriodicalIF":5.4,"publicationDate":"2026-04-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147598975","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
Achieving Optimal Sample Complexity for a Broader Class of Signals in Sparse Phase Retrieval 在稀疏相位检索中实现更广泛信号的最优样本复杂度
IF 5.4 2区 工程技术
IEEE Transactions on Signal Processing Pub Date : 2026-03-30 DOI: 10.1109/tsp.2026.3679045
Mengchu Xu, Yuxuan Zhang, Jian Wang
{"title":"Achieving Optimal Sample Complexity for a Broader Class of Signals in Sparse Phase Retrieval","authors":"Mengchu Xu, Yuxuan Zhang, Jian Wang","doi":"10.1109/tsp.2026.3679045","DOIUrl":"https://doi.org/10.1109/tsp.2026.3679045","url":null,"abstract":"","PeriodicalId":13330,"journal":{"name":"IEEE Transactions on Signal Processing","volume":"25 1","pages":""},"PeriodicalIF":5.4,"publicationDate":"2026-03-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147577737","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
Sequential Detection of an Unknown Transient Change with Nuisance Parameters 具有干扰参数的未知瞬态变化的顺序检测
IF 5.4 2区 工程技术
IEEE Transactions on Signal Processing Pub Date : 2026-03-30 DOI: 10.1109/tsp.2026.3679271
Igor Nikiforov
{"title":"Sequential Detection of an Unknown Transient Change with Nuisance Parameters","authors":"Igor Nikiforov","doi":"10.1109/tsp.2026.3679271","DOIUrl":"https://doi.org/10.1109/tsp.2026.3679271","url":null,"abstract":"","PeriodicalId":13330,"journal":{"name":"IEEE Transactions on Signal Processing","volume":"21 1","pages":""},"PeriodicalIF":5.4,"publicationDate":"2026-03-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147577744","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
Enhanced Uplink Data Detection in Massive MIMO with 1-Bit ADCs: Analysis and Joint Detection 基于1位adc的大规模MIMO中增强上行数据检测：分析与联合检测
IF 5.4 2区 工程技术
IEEE Transactions on Signal Processing Pub Date : 2026-03-26 DOI: 10.1109/tsp.2026.3677779
Amin Radbord, Italo Atzeni, Antti Tölli
{"title":"Enhanced Uplink Data Detection in Massive MIMO with 1-Bit ADCs: Analysis and Joint Detection","authors":"Amin Radbord, Italo Atzeni, Antti Tölli","doi":"10.1109/tsp.2026.3677779","DOIUrl":"https://doi.org/10.1109/tsp.2026.3677779","url":null,"abstract":"","PeriodicalId":13330,"journal":{"name":"IEEE Transactions on Signal Processing","volume":"107 1","pages":""},"PeriodicalIF":5.4,"publicationDate":"2026-03-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147524213","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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