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IEEE Transactions on Signal Processing最新文献

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Towards Communication-efficient Federated Learning via Sparse and Aligned Adaptive Optimization 基于稀疏和对齐自适应优化的高效通信联邦学习
IF 5.4 2区 工程技术
IEEE Transactions on Signal Processing Pub Date : 2025-09-11 DOI: 10.1109/tsp.2025.3608715
Xiumei Deng, Jun Li, Kang Wei, Long Shi, Zehui Xiong, Ming Ding, Wen Chen, Shi Jin, H. Vincent Poor
{"title":"Towards Communication-efficient Federated Learning via Sparse and Aligned Adaptive Optimization","authors":"Xiumei Deng, Jun Li, Kang Wei, Long Shi, Zehui Xiong, Ming Ding, Wen Chen, Shi Jin, H. Vincent Poor","doi":"10.1109/tsp.2025.3608715","DOIUrl":"https://doi.org/10.1109/tsp.2025.3608715","url":null,"abstract":"","PeriodicalId":13330,"journal":{"name":"IEEE Transactions on Signal Processing","volume":"53 1","pages":""},"PeriodicalIF":5.4,"publicationDate":"2025-09-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145035855","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
Time-Averaged ACLMS Algorithm for Improper Cyclostationary Inputs: Performance Analysis and Application to Interference-Limited Systems 不适当周期平稳输入的时间平均ACLMS算法：性能分析及其在限制干扰系统中的应用
IF 5.4 2区 工程技术
IEEE Transactions on Signal Processing Pub Date : 2025-09-10 DOI: 10.1109/tsp.2025.3608189
Zhe Li, Yangyang Gu, Jingen Ni, Honglei Jin, Dongpo Xu, Danilo P. Mandic
{"title":"Time-Averaged ACLMS Algorithm for Improper Cyclostationary Inputs: Performance Analysis and Application to Interference-Limited Systems","authors":"Zhe Li, Yangyang Gu, Jingen Ni, Honglei Jin, Dongpo Xu, Danilo P. Mandic","doi":"10.1109/tsp.2025.3608189","DOIUrl":"https://doi.org/10.1109/tsp.2025.3608189","url":null,"abstract":"","PeriodicalId":13330,"journal":{"name":"IEEE Transactions on Signal Processing","volume":"72 1","pages":""},"PeriodicalIF":5.4,"publicationDate":"2025-09-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145035878","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
Multi-bit Distributed Decision Fusion Rules for Multi-hop Multi-relay Wireless Sensor Networks 多跳多中继无线传感器网络的多比特分布式决策融合规则
IF 5.4 2区 工程技术
IEEE Transactions on Signal Processing Pub Date : 2025-09-10 DOI: 10.1109/tsp.2025.3608188
Gaoyuan Zhang, Ruisong Si, Kai Chen, Weiguang Wang, Yu Mu, Yiwei Li, Baofeng Ji, Shahid Mumtaz
{"title":"Multi-bit Distributed Decision Fusion Rules for Multi-hop Multi-relay Wireless Sensor Networks","authors":"Gaoyuan Zhang, Ruisong Si, Kai Chen, Weiguang Wang, Yu Mu, Yiwei Li, Baofeng Ji, Shahid Mumtaz","doi":"10.1109/tsp.2025.3608188","DOIUrl":"https://doi.org/10.1109/tsp.2025.3608188","url":null,"abstract":"","PeriodicalId":13330,"journal":{"name":"IEEE Transactions on Signal Processing","volume":"15 1","pages":""},"PeriodicalIF":5.4,"publicationDate":"2025-09-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145035875","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
Channel Estimation and Data Detection in DS-Spread Channels: A Unified Framework, Novel Algorithms, and Waveform Comparison ds扩频信道中的信道估计和数据检测：一个统一的框架、新算法和波形比较
IF 5.4 2区 工程技术
IEEE Transactions on Signal Processing Pub Date : 2025-09-10 DOI: 10.1109/tsp.2025.3608021
Niladri Halder, Chandra R. Murthy
{"title":"Channel Estimation and Data Detection in DS-Spread Channels: A Unified Framework, Novel Algorithms, and Waveform Comparison","authors":"Niladri Halder, Chandra R. Murthy","doi":"10.1109/tsp.2025.3608021","DOIUrl":"https://doi.org/10.1109/tsp.2025.3608021","url":null,"abstract":"","PeriodicalId":13330,"journal":{"name":"IEEE Transactions on Signal Processing","volume":"35 1","pages":""},"PeriodicalIF":5.4,"publicationDate":"2025-09-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145035879","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
Downlink-Uplink Collaborative Channel Estimation for TDD Massive MIMO Communications TDD大规模MIMO通信下行-上行协同信道估计
IF 5.4 2区 工程技术
IEEE Transactions on Signal Processing Pub Date : 2025-09-10 DOI: 10.1109/tsp.2025.3607997
Yonghui Chu, Wenlong Wang, Shixuan Liu, Zhiqiang Wei, Zai Yang
{"title":"Downlink-Uplink Collaborative Channel Estimation for TDD Massive MIMO Communications","authors":"Yonghui Chu, Wenlong Wang, Shixuan Liu, Zhiqiang Wei, Zai Yang","doi":"10.1109/tsp.2025.3607997","DOIUrl":"https://doi.org/10.1109/tsp.2025.3607997","url":null,"abstract":"","PeriodicalId":13330,"journal":{"name":"IEEE Transactions on Signal Processing","volume":"54 1","pages":""},"PeriodicalIF":5.4,"publicationDate":"2025-09-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145035877","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
Vector Approximate Survey Propagation 矢量近似测量传播
IF 5.4 2区 工程技术
IEEE Transactions on Signal Processing Pub Date : 2025-09-09 DOI: 10.1109/tsp.2025.3607946
Qun Chen, Haochuan Zhang, Huimin Zhu
{"title":"Vector Approximate Survey Propagation","authors":"Qun Chen, Haochuan Zhang, Huimin Zhu","doi":"10.1109/tsp.2025.3607946","DOIUrl":"https://doi.org/10.1109/tsp.2025.3607946","url":null,"abstract":"","PeriodicalId":13330,"journal":{"name":"IEEE Transactions on Signal Processing","volume":"31 1","pages":""},"PeriodicalIF":5.4,"publicationDate":"2025-09-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145035444","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
Underwater Acoustic Target Recognition Using Dictionary Learning-Based Feature Fusion and MD-GANs Data Augmentation 基于字典学习特征融合和MD-GANs数据增强的水声目标识别
IF 5.4 2区 工程技术
IEEE Transactions on Signal Processing Pub Date : 2025-09-09 DOI: 10.1109/tsp.2025.3607836
Xiaoli Du, Yintang Wen, Yangjun Liu, Fubo Chen, Haiyu Wang, Yuyan Zhang, Xiaoyuan Luo
{"title":"Underwater Acoustic Target Recognition Using Dictionary Learning-Based Feature Fusion and MD-GANs Data Augmentation","authors":"Xiaoli Du, Yintang Wen, Yangjun Liu, Fubo Chen, Haiyu Wang, Yuyan Zhang, Xiaoyuan Luo","doi":"10.1109/tsp.2025.3607836","DOIUrl":"https://doi.org/10.1109/tsp.2025.3607836","url":null,"abstract":"","PeriodicalId":13330,"journal":{"name":"IEEE Transactions on Signal Processing","volume":"15 1","pages":""},"PeriodicalIF":5.4,"publicationDate":"2025-09-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145035443","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
Human Feedback Attack on Online RLHF: Attack and Robust Defense 在线RLHF的人反馈攻击：攻击与鲁棒防御
IF 5.4 2区 工程技术
IEEE Transactions on Signal Processing Pub Date : 2025-09-08 DOI: 10.1109/tsp.2025.3607114
Chenye Yang, Mo Lyu, Guanlin Liu, Lifeng Lai
{"title":"Human Feedback Attack on Online RLHF: Attack and Robust Defense","authors":"Chenye Yang, Mo Lyu, Guanlin Liu, Lifeng Lai","doi":"10.1109/tsp.2025.3607114","DOIUrl":"https://doi.org/10.1109/tsp.2025.3607114","url":null,"abstract":"","PeriodicalId":13330,"journal":{"name":"IEEE Transactions on Signal Processing","volume":"11 1","pages":""},"PeriodicalIF":5.4,"publicationDate":"2025-09-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145017533","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
Adaptive Social Learning for Slow Markov Chains 慢马尔科夫链的自适应社会学习
IF 5.4 2区 工程技术
IEEE Transactions on Signal Processing Pub Date : 2025-09-08 DOI: 10.1109/tsp.2025.3606580
Malek Khammassi, Virginia Bordignon, Vincenzo Matta, Ali H. Sayed
{"title":"Adaptive Social Learning for Slow Markov Chains","authors":"Malek Khammassi, Virginia Bordignon, Vincenzo Matta, Ali H. Sayed","doi":"10.1109/tsp.2025.3606580","DOIUrl":"https://doi.org/10.1109/tsp.2025.3606580","url":null,"abstract":"","PeriodicalId":13330,"journal":{"name":"IEEE Transactions on Signal Processing","volume":"131 1","pages":""},"PeriodicalIF":5.4,"publicationDate":"2025-09-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145017536","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 1.5-bit Quantization Scheme and Its Application to Direction Estimation 一种1.5位量化方案及其在方向估计中的应用
IF 5.4 2区 工程技术
IEEE Transactions on Signal Processing Pub Date : 2025-09-05 DOI: 10.1109/tsp.2025.3604889
Xicheng Lu, Wei Liu, Akram Alomainy
{"title":"A 1.5-bit Quantization Scheme and Its Application to Direction Estimation","authors":"Xicheng Lu, Wei Liu, Akram Alomainy","doi":"10.1109/tsp.2025.3604889","DOIUrl":"https://doi.org/10.1109/tsp.2025.3604889","url":null,"abstract":"","PeriodicalId":13330,"journal":{"name":"IEEE Transactions on Signal Processing","volume":"24 1","pages":""},"PeriodicalIF":5.4,"publicationDate":"2025-09-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145003019","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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