{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,7]],"date-time":"2025-11-07T18:18:25Z","timestamp":1762539505125,"version":"build-2065373602"},"reference-count":43,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"22","license":[{"start":{"date-parts":[[2025,11,15]],"date-time":"2025-11-15T00:00:00Z","timestamp":1763164800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2025,11,15]],"date-time":"2025-11-15T00:00:00Z","timestamp":1763164800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,11,15]],"date-time":"2025-11-15T00:00:00Z","timestamp":1763164800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62501157"],"award-info":[{"award-number":["62501157"]}],"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":["U23A20281"],"award-info":[{"award-number":["U23A20281"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100012456","name":"National Social Science Fund of China","doi-asserted-by":"publisher","award":["24&ZD189"],"award-info":[{"award-number":["24&ZD189"]}],"id":[{"id":"10.13039\/501100012456","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["U1805262"],"award-info":[{"award-number":["U1805262"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Fujian Province Special Fund Project for Promoting High-Quality Development of Marine and Fisheries Industries, China","award":["FJHYF-ZH-2023-03"],"award-info":[{"award-number":["FJHYF-ZH-2023-03"]}]},{"name":"Fujian Provincial Direct Unit Special Project for Education and Research, Fujian Financial Referral (2023), China","award":["834"],"award-info":[{"award-number":["834"]}]},{"name":"Fujian Provincial Central Guiding Local Science and Technology Development Fund Project, China","award":["2024L3007"],"award-info":[{"award-number":["2024L3007"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Internet Things J."],"published-print":{"date-parts":[[2025,11,15]]},"DOI":"10.1109\/jiot.2025.3608752","type":"journal-article","created":{"date-parts":[[2025,9,11]],"date-time":"2025-09-11T17:33:02Z","timestamp":1757611982000},"page":"46648-46660","source":"Crossref","is-referenced-by-count":0,"title":["Energy-Efficient Link Adaptation for Underwater Acoustic Communications Based on Meta Deep Reinforcement Learning"],"prefix":"10.1109","volume":"12","author":[{"given":"Xiaowen","family":"Ye","sequence":"first","affiliation":[{"name":"College of Photonic and Electronic Engineering, Fujian Normal University, Fuzhou, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5234-9429","authenticated-orcid":false,"given":"Liqun","family":"Fu","sequence":"additional","affiliation":[{"name":"School of Informatics, Xiamen University, Xiamen, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8016-9954","authenticated-orcid":false,"given":"Xianxin","family":"Song","sequence":"additional","affiliation":[{"name":"Department of Electrical Engineering, City University of Hong Kong, Hong Kong, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5704-2111","authenticated-orcid":false,"given":"Yi","family":"Wu","sequence":"additional","affiliation":[{"name":"College of Photonic and Electronic Engineering, Fujian Normal University, Fuzhou, China"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/IEEECONF38699.2020.9389171"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2025.3525482"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/comst.2024.3505850"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/JOE.2014.2323365"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/JOE.2024.3494113"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2020.3006230"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2009.4752682"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/JCN.2016.000054"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.23919\/OCEANS40490.2019.8962398"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/JOE.2013.2245057"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/UT61067.2025.10947386"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1145\/3491315.3491347"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/JOE.2023.3295474"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2023.3247450"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/ICC51166.2024.10623120"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/OJCOMS.2025.3542184"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/OCEANS.2018.8604746"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1186\/s13634-022-00961-5"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/tgcn.2024.3445142"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2024.3368425"},{"volume-title":"Deep Learning","year":"2016","author":"Goodfellow","key":"ref21"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1038\/nature14236"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2022.3213837"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2024.3357847"},{"volume-title":"Reinforcement Learning: An Introduction","year":"2018","author":"Sutton","key":"ref25"},{"key":"ref26","article-title":"On first-order meta-learning algorithms","author":"Nichol","year":"2018","journal-title":"arXiv:1803.02999"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v30i1.10295"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v32i1.11798"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2020.3029844"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1145\/1347364.1347373"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2018.2841830"},{"volume-title":"Underwater Acoustic Modem S2CR 18\/34 White Line Science Edition (WiSE)","year":"2025","key":"ref32"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/JOE.2013.2278787"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2023.3236791"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1007\/BF00992698"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2024.3504255"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/tmc.2025.3555640"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/twc.2025.3583950"},{"volume-title":"Python 3.6.0","year":"2016","key":"ref39"},{"volume-title":"Keras: The Python Deep Learning Library","year":"2018","author":"Chollet","key":"ref40"},{"volume-title":"Py-ITPP","year":"2020","author":"Saxena","key":"ref41"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.1406.1078"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2021.3099495"}],"container-title":["IEEE Internet of Things Journal"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6488907\/11231115\/11159203.pdf?arnumber=11159203","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,11,7]],"date-time":"2025-11-07T18:11:48Z","timestamp":1762539108000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11159203\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,11,15]]},"references-count":43,"journal-issue":{"issue":"22"},"URL":"https:\/\/doi.org\/10.1109\/jiot.2025.3608752","relation":{},"ISSN":["2327-4662","2372-2541"],"issn-type":[{"type":"electronic","value":"2327-4662"},{"type":"electronic","value":"2372-2541"}],"subject":[],"published":{"date-parts":[[2025,11,15]]}}}