Pub Date : 2024-09-16DOI: 10.1109/tccn.2024.3461671
Ye Liu, Pei Tian, Carlo Alberto Boano, Xiaoyuan Ma, Qing Yang, Honggang Wang
{"title":"A Low-Cost and Infrastructure-Less LoRa Wireless Network Testbed for Cognitive Internet of Things","authors":"Ye Liu, Pei Tian, Carlo Alberto Boano, Xiaoyuan Ma, Qing Yang, Honggang Wang","doi":"10.1109/tccn.2024.3461671","DOIUrl":"https://doi.org/10.1109/tccn.2024.3461671","url":null,"abstract":"","PeriodicalId":13069,"journal":{"name":"IEEE Transactions on Cognitive Communications and Networking","volume":"7 1","pages":""},"PeriodicalIF":8.6,"publicationDate":"2024-09-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142236525","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}
Pub Date : 2024-09-10DOI: 10.1109/tccn.2024.3457525
Youkun Peng, Gang Feng, Shuang Qin, Fengsheng Wei, Long Zhang
{"title":"Online Learning Based Joint Gateway Selection and User Scheduling in Non-Stationary Air-Ground Networks","authors":"Youkun Peng, Gang Feng, Shuang Qin, Fengsheng Wei, Long Zhang","doi":"10.1109/tccn.2024.3457525","DOIUrl":"https://doi.org/10.1109/tccn.2024.3457525","url":null,"abstract":"","PeriodicalId":13069,"journal":{"name":"IEEE Transactions on Cognitive Communications and Networking","volume":"103 1","pages":""},"PeriodicalIF":8.6,"publicationDate":"2024-09-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142166447","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}
Pub Date : 2024-09-10DOI: 10.1109/tccn.2024.3457532
Han Zhu, Jiamiao Zhan, Chan-Tong Lam, Bidong Chen, Benjamin K. Ng
{"title":"Machine Learning Based Blind Signal Detection for Ambient Backscatter Communication Systems","authors":"Han Zhu, Jiamiao Zhan, Chan-Tong Lam, Bidong Chen, Benjamin K. Ng","doi":"10.1109/tccn.2024.3457532","DOIUrl":"https://doi.org/10.1109/tccn.2024.3457532","url":null,"abstract":"","PeriodicalId":13069,"journal":{"name":"IEEE Transactions on Cognitive Communications and Networking","volume":"11 1","pages":""},"PeriodicalIF":8.6,"publicationDate":"2024-09-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142166465","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}
Recently, grant-free random access (GFRA) schemes have received significant attention by the research community as a solution for extremely low-latency and short packet transmissions in new industrial Internet-of-Things and digital twins applications. However, implementing such schemes in the mmWave and THz frequency bands is challenging due to the need for multiple-input multiple-output (MIMO) links to counteract the high path loss and provide sufficient spatial filtering. This results in unacceptable signaling overhead for channel estimation, slow beam alignment procedures between the access point (AP) and the sensors, as well as high sensor complexity and energy consumption. In this paper, we propose the adoption of a self-conjugating metasurface (SCM) at the sensor side, where the signal sent by the AP is backscattered after being conjugated and phase-modulated according to the data to be transmitted by the sensor. We introduce a novel SCM-based GFRA protocol enabling the detection of new sensors and the establishment of parallel MIMO uplink communications with extremely low latency. This is achieved in a blind manner, eliminating the need for radiofrequency chains and digital processing at the sensor side, as well as explicit channel estimation and time-consuming beam alignment schemes.
{"title":"Grant-Free Random Access With Backscattering Self-Conjugating Metasurfaces","authors":"Davide Dardari;Marina Lotti;Nicolò Decarli;Gianni Pasolini","doi":"10.1109/TCCN.2024.3449648","DOIUrl":"10.1109/TCCN.2024.3449648","url":null,"abstract":"Recently, grant-free random access (GFRA) schemes have received significant attention by the research community as a solution for extremely low-latency and short packet transmissions in new industrial Internet-of-Things and digital twins applications. However, implementing such schemes in the mmWave and THz frequency bands is challenging due to the need for multiple-input multiple-output (MIMO) links to counteract the high path loss and provide sufficient spatial filtering. This results in unacceptable signaling overhead for channel estimation, slow beam alignment procedures between the access point (AP) and the sensors, as well as high sensor complexity and energy consumption. In this paper, we propose the adoption of a self-conjugating metasurface (SCM) at the sensor side, where the signal sent by the AP is backscattered after being conjugated and phase-modulated according to the data to be transmitted by the sensor. We introduce a novel SCM-based GFRA protocol enabling the detection of new sensors and the establishment of parallel MIMO uplink communications with extremely low latency. This is achieved in a blind manner, eliminating the need for radiofrequency chains and digital processing at the sensor side, as well as explicit channel estimation and time-consuming beam alignment schemes.","PeriodicalId":13069,"journal":{"name":"IEEE Transactions on Cognitive Communications and Networking","volume":"10 5","pages":"1620-1634"},"PeriodicalIF":7.4,"publicationDate":"2024-09-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10670115","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142160409","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-09-04DOI: 10.1109/tccn.2024.3454280
Jianbo Du, Zuting Yu, Aijing Sun, Jing Jiang, Haitao Zhao, Ning Zhang, Celimuge Wu, F. Richard Yu
{"title":"Secure Task Offloading in Blockchain-Enabled MEC Networks With Improved PBFT Consensus","authors":"Jianbo Du, Zuting Yu, Aijing Sun, Jing Jiang, Haitao Zhao, Ning Zhang, Celimuge Wu, F. Richard Yu","doi":"10.1109/tccn.2024.3454280","DOIUrl":"https://doi.org/10.1109/tccn.2024.3454280","url":null,"abstract":"","PeriodicalId":13069,"journal":{"name":"IEEE Transactions on Cognitive Communications and Networking","volume":"9 1","pages":""},"PeriodicalIF":8.6,"publicationDate":"2024-09-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142138019","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}
Pub Date : 2024-09-04DOI: 10.1109/tccn.2024.3454222
Jihong Wang, Zhuo Wang
{"title":"A Data Augmentation-Based Channel Estimation Scheme for Intelligent Reflecting Surface Assisted Wireless Communication System","authors":"Jihong Wang, Zhuo Wang","doi":"10.1109/tccn.2024.3454222","DOIUrl":"https://doi.org/10.1109/tccn.2024.3454222","url":null,"abstract":"","PeriodicalId":13069,"journal":{"name":"IEEE Transactions on Cognitive Communications and Networking","volume":"12 1","pages":""},"PeriodicalIF":8.6,"publicationDate":"2024-09-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142138018","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":"Recurrent Neural Unit With Frequency Attention for Specific Emitter Identification","authors":"Yilin Liao, Haozhe Li, Zijian Tian, Zhaoran Liu, Wenhai Wang, Xinggao Liu","doi":"10.1109/tccn.2024.3454276","DOIUrl":"https://doi.org/10.1109/tccn.2024.3454276","url":null,"abstract":"","PeriodicalId":13069,"journal":{"name":"IEEE Transactions on Cognitive Communications and Networking","volume":"8 1","pages":""},"PeriodicalIF":8.6,"publicationDate":"2024-09-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142138053","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":"Optimizing Secrecy Rate for Federated Learning Model Aggregation With Intelligent Reflecting Surface Towards 6G Ubiquitous Intelligence","authors":"Bomin Mao, Yingying Wu, Jiajia Liu, Hongzhi Guo, Jiadai Wang, Nei Kato","doi":"10.1109/tccn.2024.3454256","DOIUrl":"https://doi.org/10.1109/tccn.2024.3454256","url":null,"abstract":"","PeriodicalId":13069,"journal":{"name":"IEEE Transactions on Cognitive Communications and Networking","volume":"16 1","pages":""},"PeriodicalIF":8.6,"publicationDate":"2024-09-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142138128","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}
Pub Date : 2024-09-04DOI: 10.1109/tccn.2024.3454264
Minsig Han, Metasebia D. Gemeda, Ameha T. Abebe, Chung G. Kang
{"title":"Deep Learning-Based Collision-Aware Multi-User Detection for Channel-Modulated Codebooks in Grant-Free Sparse Code Multiple Access Systems","authors":"Minsig Han, Metasebia D. Gemeda, Ameha T. Abebe, Chung G. Kang","doi":"10.1109/tccn.2024.3454264","DOIUrl":"https://doi.org/10.1109/tccn.2024.3454264","url":null,"abstract":"","PeriodicalId":13069,"journal":{"name":"IEEE Transactions on Cognitive Communications and Networking","volume":"4 1","pages":""},"PeriodicalIF":8.6,"publicationDate":"2024-09-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142138129","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}
Pub Date : 2024-09-04DOI: 10.1109/tccn.2024.3454273
Lei Zhao, Lin Cai, Wu-Sheng Lu
{"title":"Accelerating Federated Learning for Edge Intelligence Using Conjugated Central Acceleration With Inexact Global Line Search","authors":"Lei Zhao, Lin Cai, Wu-Sheng Lu","doi":"10.1109/tccn.2024.3454273","DOIUrl":"https://doi.org/10.1109/tccn.2024.3454273","url":null,"abstract":"","PeriodicalId":13069,"journal":{"name":"IEEE Transactions on Cognitive Communications and Networking","volume":"208 1","pages":""},"PeriodicalIF":8.6,"publicationDate":"2024-09-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142138152","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}
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