{"title":"Deep Q-Learning-Driven Frequency Prism Beamforming With Delay-Adjustable IRS in LEO Satellite Networks","authors":"Shuta Sekimori, Hiroaki Hashida, Yuichi Kawamoto, Nei Kato, Kohei Yoshida, Masayuki Ariyoshi","doi":"10.1109/tccn.2025.3567094","DOIUrl":"https://doi.org/10.1109/tccn.2025.3567094","url":null,"abstract":"","PeriodicalId":13069,"journal":{"name":"IEEE Transactions on Cognitive Communications and Networking","volume":"56 1","pages":"1-1"},"PeriodicalIF":8.6,"publicationDate":"2025-05-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143910347","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Ning Yang, Bangning Zhang, Guoru Ding, Daoxing Guo
{"title":"A Novel Layer Pruning Method Based on Graph Structure of Feature Representations for Specific Emitter Identification","authors":"Ning Yang, Bangning Zhang, Guoru Ding, Daoxing Guo","doi":"10.1109/tccn.2025.3566416","DOIUrl":"https://doi.org/10.1109/tccn.2025.3566416","url":null,"abstract":"","PeriodicalId":13069,"journal":{"name":"IEEE Transactions on Cognitive Communications and Networking","volume":"48 1","pages":"1-1"},"PeriodicalIF":8.6,"publicationDate":"2025-05-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143901243","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Muhammad Ahmad Raza, Mehran Abolhasan, Justin Lipman, Wei Ni
{"title":"Device-Level Learning-Based Distributed Power Control for Uplink NOMA in IoT Networks","authors":"Muhammad Ahmad Raza, Mehran Abolhasan, Justin Lipman, Wei Ni","doi":"10.1109/tccn.2025.3566033","DOIUrl":"https://doi.org/10.1109/tccn.2025.3566033","url":null,"abstract":"","PeriodicalId":13069,"journal":{"name":"IEEE Transactions on Cognitive Communications and Networking","volume":"11 1","pages":"1-1"},"PeriodicalIF":8.6,"publicationDate":"2025-05-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143901307","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Near-Field Channel Estimation for XL-MIMO: A Deep Generative Model Guided by Side Information","authors":"Zhenzhou Jin, Li You, Derrick Wing Kwan Ng, Xiang-Gen Xia, Xiqi Gao","doi":"10.1109/tccn.2025.3566047","DOIUrl":"https://doi.org/10.1109/tccn.2025.3566047","url":null,"abstract":"","PeriodicalId":13069,"journal":{"name":"IEEE Transactions on Cognitive Communications and Networking","volume":"14 1","pages":""},"PeriodicalIF":8.6,"publicationDate":"2025-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143898256","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Le Cheng, Yue Liu, Zhengliang Hu, Hongna Zhu, Bin Luo
{"title":"Spatiotemporal Spectrum Neural Network for Low-SNR Communication Signal Detection","authors":"Le Cheng, Yue Liu, Zhengliang Hu, Hongna Zhu, Bin Luo","doi":"10.1109/tccn.2025.3565950","DOIUrl":"https://doi.org/10.1109/tccn.2025.3565950","url":null,"abstract":"","PeriodicalId":13069,"journal":{"name":"IEEE Transactions on Cognitive Communications and Networking","volume":"67 1","pages":""},"PeriodicalIF":8.6,"publicationDate":"2025-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143898257","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}