Pub Date : 2026-01-28DOI: 10.1109/tsp.2026.3659022
Mohammad Taha Shah, Gourab Ghatak, Ankit Kumar, Shobha Sundar Ram
{"title":"Modeling and Statistical Characterization of Large-Scale Automotive Radar Networks","authors":"Mohammad Taha Shah, Gourab Ghatak, Ankit Kumar, Shobha Sundar Ram","doi":"10.1109/tsp.2026.3659022","DOIUrl":"https://doi.org/10.1109/tsp.2026.3659022","url":null,"abstract":"","PeriodicalId":13330,"journal":{"name":"IEEE Transactions on Signal Processing","volume":"15 1","pages":""},"PeriodicalIF":5.4,"publicationDate":"2026-01-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146070288","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}
Pub Date : 2026-01-27DOI: 10.1109/tsp.2026.3657751
Mingjing Cui, Dongyuan Lin, Lei Li, Yunfei Zheng, Shiyuan Wang
{"title":"Treating the Filter Weights as Learnable Functions: An Efficient Nonlinear Filtering Framework and Its Adaptive Algorithms","authors":"Mingjing Cui, Dongyuan Lin, Lei Li, Yunfei Zheng, Shiyuan Wang","doi":"10.1109/tsp.2026.3657751","DOIUrl":"https://doi.org/10.1109/tsp.2026.3657751","url":null,"abstract":"","PeriodicalId":13330,"journal":{"name":"IEEE Transactions on Signal Processing","volume":"44 1","pages":"1-15"},"PeriodicalIF":5.4,"publicationDate":"2026-01-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146056290","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}
Pub Date : 2026-01-27DOI: 10.1109/tsp.2026.3655687
Qiankun Diao, Dongpo Xu, Shuning Sun, Danilo P. Mandic
{"title":"QLMS-QHM: Accelerated Quaternion LMS Algorithm with Quasi-Hyperbolic Momentum","authors":"Qiankun Diao, Dongpo Xu, Shuning Sun, Danilo P. Mandic","doi":"10.1109/tsp.2026.3655687","DOIUrl":"https://doi.org/10.1109/tsp.2026.3655687","url":null,"abstract":"","PeriodicalId":13330,"journal":{"name":"IEEE Transactions on Signal Processing","volume":"293 1","pages":"1-11"},"PeriodicalIF":5.4,"publicationDate":"2026-01-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146056016","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}
Pub Date : 2026-01-23DOI: 10.1109/tsp.2026.3657395
Haoxiang Ye, Tao Sun, Qing Ling
{"title":"Generalization Error Analysis for Attack-Free and Byzantine-Resilient Decentralized Learning with Data Heterogeneity","authors":"Haoxiang Ye, Tao Sun, Qing Ling","doi":"10.1109/tsp.2026.3657395","DOIUrl":"https://doi.org/10.1109/tsp.2026.3657395","url":null,"abstract":"","PeriodicalId":13330,"journal":{"name":"IEEE Transactions on Signal Processing","volume":"7 1","pages":""},"PeriodicalIF":5.4,"publicationDate":"2026-01-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146042847","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}
Pub Date : 2026-01-23DOI: 10.1109/tsp.2026.3657342
Zijian Zhang, Mingyao Cui
{"title":"Observation Matrix Design for Densifying MIMO Channel Estimation via 2D Ice Filling","authors":"Zijian Zhang, Mingyao Cui","doi":"10.1109/tsp.2026.3657342","DOIUrl":"https://doi.org/10.1109/tsp.2026.3657342","url":null,"abstract":"","PeriodicalId":13330,"journal":{"name":"IEEE Transactions on Signal Processing","volume":"8 1","pages":""},"PeriodicalIF":5.4,"publicationDate":"2026-01-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146042845","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}
Pub Date : 2026-01-23DOI: 10.1109/tsp.2026.3657434
Tran Thien Dat Nguyen, Ba Tuong Vo, Ba-Ngu Vo, Hoa Van Nguyen, Changbeom Shim
{"title":"The Mean of Multi-Object Trajectories","authors":"Tran Thien Dat Nguyen, Ba Tuong Vo, Ba-Ngu Vo, Hoa Van Nguyen, Changbeom Shim","doi":"10.1109/tsp.2026.3657434","DOIUrl":"https://doi.org/10.1109/tsp.2026.3657434","url":null,"abstract":"","PeriodicalId":13330,"journal":{"name":"IEEE Transactions on Signal Processing","volume":"88 1","pages":""},"PeriodicalIF":5.4,"publicationDate":"2026-01-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146042846","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}
Pub Date : 2026-01-23DOI: 10.1109/tsp.2026.3656119
Zhongtao Chen, Lei Cheng, Yik-Chung Wu, H. Vincent Poor
{"title":"Rank-Revealing Bayesian Block-Term Tensor Completion with Graph Information","authors":"Zhongtao Chen, Lei Cheng, Yik-Chung Wu, H. Vincent Poor","doi":"10.1109/tsp.2026.3656119","DOIUrl":"https://doi.org/10.1109/tsp.2026.3656119","url":null,"abstract":"","PeriodicalId":13330,"journal":{"name":"IEEE Transactions on Signal Processing","volume":"4 1","pages":""},"PeriodicalIF":5.4,"publicationDate":"2026-01-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146042848","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}
Pub Date : 2026-01-22DOI: 10.1109/tsp.2026.3656887
Thu Ha Phi, Alexandre Hippert-Ferrer, Florent Bouchard, Arnaud Breloy
{"title":"Leveraging Low-rank Factorizations of Conditional Correlation Matrices in Graph Learning","authors":"Thu Ha Phi, Alexandre Hippert-Ferrer, Florent Bouchard, Arnaud Breloy","doi":"10.1109/tsp.2026.3656887","DOIUrl":"https://doi.org/10.1109/tsp.2026.3656887","url":null,"abstract":"","PeriodicalId":13330,"journal":{"name":"IEEE Transactions on Signal Processing","volume":"40 1","pages":""},"PeriodicalIF":5.4,"publicationDate":"2026-01-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146042745","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}
{"title":"Achieving Full Multipath Diversity by Random Constellation Rotation: a Theoretical Perspective","authors":"Xuehan Wang, Jinhong Yuan, Jintao Wang, Kehan Huang","doi":"10.1109/tsp.2026.3657038","DOIUrl":"https://doi.org/10.1109/tsp.2026.3657038","url":null,"abstract":"","PeriodicalId":13330,"journal":{"name":"IEEE Transactions on Signal Processing","volume":"7 1","pages":""},"PeriodicalIF":5.4,"publicationDate":"2026-01-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146043158","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}
Pub Date : 2026-01-21DOI: 10.1109/tsp.2026.3656569
Saidur R. Pavel, Yimin D. Zhang, Shunqiao Sun
{"title":"2D DOA Estimation of Coherent Signals Exploiting Forward-Backward Covariance Tensor","authors":"Saidur R. Pavel, Yimin D. Zhang, Shunqiao Sun","doi":"10.1109/tsp.2026.3656569","DOIUrl":"https://doi.org/10.1109/tsp.2026.3656569","url":null,"abstract":"","PeriodicalId":13330,"journal":{"name":"IEEE Transactions on Signal Processing","volume":"274 1","pages":""},"PeriodicalIF":5.4,"publicationDate":"2026-01-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146042759","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}
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