{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,15]],"date-time":"2026-01-15T08:39:54Z","timestamp":1768466394130,"version":"3.49.0"},"reference-count":71,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Nature Science Foundation of China","doi-asserted-by":"publisher","award":["62572502"],"award-info":[{"award-number":["62572502"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Nature Science Foundation of China","doi-asserted-by":"publisher","award":["62402029"],"award-info":[{"award-number":["62402029"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Nature Science Foundation of China","doi-asserted-by":"publisher","award":["62302539"],"award-info":[{"award-number":["62302539"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["623B2060"],"award-info":[{"award-number":["623B2060"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Hainan Provincial Natural Science Foundation Lingshui Li\u2019an International Education Innovation Experimental Zone Joint Project","award":["624LALH005"],"award-info":[{"award-number":["624LALH005"]}]},{"name":"Key Laboratory of Computing Power Network and Information Security, Ministry of Education","award":["2024ZD014"],"award-info":[{"award-number":["2024ZD014"]}]},{"name":"National Cryptologic Science Fund of China","award":["2025NCSF02030"],"award-info":[{"award-number":["2025NCSF02030"]}]},{"name":"Beijing Natural Science Foundation","award":["L251041"],"award-info":[{"award-number":["L251041"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Cogn. Commun. Netw."],"published-print":{"date-parts":[[2026]]},"DOI":"10.1109\/tccn.2025.3641522","type":"journal-article","created":{"date-parts":[[2025,12,8]],"date-time":"2025-12-08T18:42:14Z","timestamp":1765219334000},"page":"4746-4761","source":"Crossref","is-referenced-by-count":0,"title":["AchiFL: Efficient Asynchronous Hierarchical Federated Learning via Adaptive Edge Aggregation"],"prefix":"10.1109","volume":"12","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-5511-0720","authenticated-orcid":false,"given":"Xiangyun","family":"Tang","sequence":"first","affiliation":[{"name":"Key Laboratory of Ethnic Language Intelligent Analysis and Security Governance of MOE and the School of Information Engineering, Minzu University of China, Beijing, China"}]},{"ORCID":"https:\/\/orcid.org\/0009-0006-5028-3741","authenticated-orcid":false,"given":"Ruiqi","family":"Peng","sequence":"additional","affiliation":[{"name":"Key Laboratory of Ethnic Language Intelligent Analysis and Security Governance of MOE and the School of Information Engineering, Minzu University of China, Beijing, China"}]},{"ORCID":"https:\/\/orcid.org\/0009-0004-4890-3425","authenticated-orcid":false,"given":"Hao","family":"Li","sequence":"additional","affiliation":[{"name":"Key Laboratory of Ethnic Language Intelligent Analysis and Security Governance of MOE and the School of Information Engineering, Minzu University of China, Beijing, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3366-7640","authenticated-orcid":false,"given":"Tao","family":"Zhang","sequence":"additional","affiliation":[{"name":"School of Cyberspace Science and Technology, Beijing Jiaotong University, Beijing, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9449-4854","authenticated-orcid":false,"given":"Xiangwang","family":"Hou","sequence":"additional","affiliation":[{"name":"Department of Electronic Engineering, Tsinghua University, Beijing, China"}]},{"given":"Xiangzhi","family":"Liu","sequence":"additional","affiliation":[{"name":"Key Laboratory of Computing Power Network and Information Security, Ministry of Education, Shandong Computer Science Center (National Supercomputer Center in Jinan), Qilu University of Technology (Shandong Academy of Sciences), Jinan, China"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.3390\/rs14030620"},{"key":"ref2","article-title":"Towards the integration of aerial transportation in urban settings","volume":"1266","author":"Bala\u0107","year":"2017","journal-title":"Arbeitsberichte Verkehrs-und Raumplanung"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1080\/13675567.2021.1981273"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2892716"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.3390\/info10110349"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.agwat.2015.01.020"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2932119"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.3390\/s20195457"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.3390\/s20072054"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2024.3422039"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOMWKSHPS51825.2021.9484545"},{"key":"ref12","first-page":"1273","article-title":"Communication-efficient learning of deep networks from decentralized data","author":"McMahan","year":"2016","journal-title":"Artif. Intell. Statist."},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM42981.2021.9488743"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOMWKSHPS51825.2021.9484497"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM41043.2020.9155494"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOMWKSHPS51825.2021.9484642"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.vehcom.2025.100889"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1155\/2021\/8899186"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.52202\/079017-0377"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM48880.2022.9796724"},{"key":"ref21","first-page":"5293","article-title":"The non-iid data distribution in federated learning: A survey and analysis","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Hsieh"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/ICC40277.2020.9148862"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.cosrev.2023.100595"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1145\/3576842.3582377"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TC.2020.2994391"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2021.02.012"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN48605.2020.9207469"},{"key":"ref28","article-title":"Federated learning with non-IID data","author":"Zhao","year":"2018","journal-title":"arXiv:1806.00582"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.3390\/s23031152"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1145\/3527621"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2025.3647029"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/MWC.2025.3597910"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.004.2400105"},{"key":"ref34","article-title":"A mathematical framework of semantic communication based on category theory","author":"Hua","year":"2025","journal-title":"arXiv:2504.11334"},{"key":"ref35","article-title":"From ground to sky: Architectures, applications, and challenges shaping low-altitude wireless networks","author":"Yuan","year":"2025","journal-title":"arXiv:2506.12308"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2025.3570202"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2025.3536093"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2025.3608665"},{"key":"ref39","article-title":"Disrupting vision-language model-driven navigation services via adversarial object fusion","author":"Xie","year":"2025","journal-title":"arXiv:2505.23266"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2020.3028011"},{"key":"ref41","first-page":"1707","article-title":"QSGD: Communication-efficient SGD via gradient quantization and encoding","volume-title":"Proc. Adv. Neural Inf. Process. Syst. (NeurIPS)","author":"Alistarh"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2021.3065084"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2023.3245621"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/ICC40277.2020.9148776"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2022.3150004"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2021.3088655"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2023.3303492"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.2978082"},{"key":"ref49","first-page":"3581","article-title":"Federated learning with buffered asynchronous aggregation","volume-title":"Proc. Int. Conf. Artif. Intell. Statist.","author":"Nguyen"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2021.3111088"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1016\/j.phycom.2023.102164"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1016\/j.engappai.2024.107927"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.3390\/electronics13091610"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2024.3520501"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2023.3331906"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP40776.2020.9054634"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1109\/TNSE.2023.3311024"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1109\/TNSM.2022.3216326"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1109\/PIMRC56721.2023.10293857"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2024.3397818"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1016\/j.comnet.2021.108327"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2022.3230412"},{"key":"ref63","article-title":"DHA-FL: Enabling efficient and effective aiot via decentralized hierarchical asynchronous federated learning","volume-title":"Proc. MLSys Workshop Resource-Constrained Learn. Wireless Netw.","author":"Huff"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM53939.2023.10229075"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.3390\/app132011134"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2018\/389"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2021.3126756"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v38i8.28773"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1145\/235968.233324"},{"key":"ref70","article-title":"Gradient-congruity guided federated sparse training","author":"Xing Tian","year":"2024","journal-title":"arXiv:2405.01189"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1109\/BigData50022.2020.9378161"}],"container-title":["IEEE Transactions on Cognitive Communications and Networking"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6687307\/11304002\/11282998.pdf?arnumber=11282998","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,1,14]],"date-time":"2026-01-14T20:41:24Z","timestamp":1768423284000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11282998\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026]]},"references-count":71,"URL":"https:\/\/doi.org\/10.1109\/tccn.2025.3641522","relation":{},"ISSN":["2332-7731","2372-2045"],"issn-type":[{"value":"2332-7731","type":"electronic"},{"value":"2372-2045","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026]]}}}