{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,23]],"date-time":"2026-01-23T10:52:35Z","timestamp":1769165555174,"version":"3.49.0"},"reference-count":26,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"7","license":[{"start":{"date-parts":[[2025,7,1]],"date-time":"2025-07-01T00:00:00Z","timestamp":1751328000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2025,7,1]],"date-time":"2025-07-01T00:00:00Z","timestamp":1751328000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,7,1]],"date-time":"2025-07-01T00:00:00Z","timestamp":1751328000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"ONERA DSG\/PRORAD Program"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Wireless Commun. Lett."],"published-print":{"date-parts":[[2025,7]]},"DOI":"10.1109\/lwc.2025.3565705","type":"journal-article","created":{"date-parts":[[2025,4,30]],"date-time":"2025-04-30T19:25:28Z","timestamp":1746041128000},"page":"2189-2193","source":"Crossref","is-referenced-by-count":2,"title":["AIRIS<sup>2<\/sup>: A Smart Gateway Diversity Algorithm for Very High-Throughput Satellite Systems"],"prefix":"10.1109","volume":"14","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-8426-2256","authenticated-orcid":false,"given":"Justin","family":"Cano","sequence":"first","affiliation":[{"name":"DEMR, ONERA, Universit&#x00E9; de Toulouse, Toulouse, France"}]},{"given":"Jonathan","family":"Israel","sequence":"additional","affiliation":[{"name":"DEMR, ONERA, Universit&#x00E9; de Toulouse, Toulouse, France"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4601-9634","authenticated-orcid":false,"given":"Laurent","family":"Feral","sequence":"additional","affiliation":[{"name":"DEMR, ONERA, Universit&#x00E9; de Toulouse, Toulouse, France"}]}],"member":"263","reference":[{"issue":"11","key":"ref1","doi-asserted-by":"crossref","first-page":"1858","DOI":"10.1109\/JPROC.2011.2158765","article-title":"EHF for satellite communications: The new broadband frontier","volume":"99","author":"Cianca","year":"2011","journal-title":"Proc. IEEE"},{"issue":"2","key":"ref2","doi-asserted-by":"crossref","first-page":"241","DOI":"10.1109\/LAWP.2018.2887280","article-title":"Propagation experiment at Ka-band in French guiana: First year of measurements","volume":"18","author":"Boulanger","year":"2019","journal-title":"IEEE Antennas Wireless Propag. Lett."},{"key":"ref3","doi-asserted-by":"crossref","first-page":"799","DOI":"10.1109\/LAWP.2010.2063413","article-title":"Joint statistics of rain attenuation at 20 GHz in Madrid and Aveiro","volume":"9","author":"Garc\u00eda-del Pino","year":"2010","journal-title":"IEEE Antennas Wireless Propag. Lett."},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1002\/sat.1505"},{"issue":"6","key":"ref5","doi-asserted-by":"crossref","first-page":"3427","DOI":"10.1109\/TAP.2020.3044370","article-title":"Assessment of practical smart gateway diversity based on multisite measurements in Q-\/V-band","volume":"69","author":"Ventouras","year":"2021","journal-title":"IEEE Trans. Antennas Propag."},{"issue":"18","key":"ref6","doi-asserted-by":"crossref","DOI":"10.3390\/su141811744","article-title":"A review on rain signal attenuation modeling, analysis and validation techniques: Advances, challenges and future direction","volume":"14","author":"Alozie","year":"2022","journal-title":"Sustainability"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1002\/9781119673811"},{"key":"ref8","volume-title":"COST Action 255 Final Report: Radiowave Propagation for SatCom Services at Ku-Band and Above","author":"Arbesser-Rastburg","year":"2002"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1002\/sat.1067"},{"key":"ref10","first-page":"2326","article-title":"A method for ACM on Q\/V-band satellite links based on artificial intelligence","volume-title":"Proc. 10th Adv. Satell. Multimedia Syst. Conf. 16th Signal Process. Space Commun. Workshop (ASMS\/SPSC)","author":"Ebert"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1002\/sat.1233"},{"issue":"1","key":"ref12","doi-asserted-by":"crossref","first-page":"476","DOI":"10.1109\/TAES.2020.3022437","article-title":"On the computation and approximation of outage probability in satellite networks with smart gateway diversity","volume":"57","author":"Efrem","year":"2021","journal-title":"IEEE Trans. Aerosp. Electron. Syst."},{"issue":"1","key":"ref13","doi-asserted-by":"crossref","first-page":"130","DOI":"10.1109\/TAES.2019.2917571","article-title":"Smart gateway diversity optimization for EHF satellite networks","volume":"56","author":"Rossi","year":"2020","journal-title":"IEEE Trans. Aerosp. Electron. Syst."},{"key":"ref14","first-page":"1095","article-title":"SDN for smart gateway diversity optimization in high throughput satellite systems","volume-title":"Proc. IEEE Aerosp. Conf.","author":"Aurizzi"},{"issue":"3","key":"ref15","doi-asserted-by":"crossref","first-page":"4668","DOI":"10.1109\/JSYST.2020.3016965","article-title":"An Optimized simple strategy for capacity allocation in satellite systems with smart gateway diversity","volume":"15","author":"Roumeliotis","year":"2021","journal-title":"IEEE Syst. J."},{"issue":"10","key":"ref16","doi-asserted-by":"crossref","first-page":"5411","DOI":"10.1109\/TWC.2014.2339217","article-title":"On the gateway diversity for high throughput broadband satellite systems","volume":"13","author":"Kyrgiazos","year":"2014","journal-title":"IEEE Trans. Wireless Commun."},{"issue":"8","key":"ref17","doi-asserted-by":"crossref","first-page":"1735","DOI":"10.1162\/neco.1997.9.8.1735","article-title":"Long short-term memory","volume":"9","author":"Hochreiter","year":"1997","journal-title":"Neural Comput."},{"key":"ref18","volume-title":"Deep Learning with Python","author":"Chollet","year":"2021"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1007\/s00521-022-07577-8"},{"key":"ref20","doi-asserted-by":"crossref","DOI":"10.1016\/j.energy.2021.120492","article-title":"Short-term offshore wind speed forecast by seasonal ARIMA-a comparison against GRU and LSTM","volume":"227","author":"Liu","year":"2021","journal-title":"Energy"},{"issue":"1","key":"ref21","first-page":"1929","article-title":"Dropout: A simple way to prevent neural networks from overfitting","volume":"15","author":"Srivastava","year":"2014","journal-title":"J. Mach. Learn. Res."},{"key":"ref22","volume-title":"Keras: Deep learning for humans","year":"2025"},{"issue":"5","key":"ref23","doi-asserted-by":"crossref","first-page":"2203","DOI":"10.1109\/TAP.2015.2407376","article-title":"Four years of total attenuation statistics of Earth-space propagation experiments at Ka-band in Toulouse","volume":"63","author":"Boulanger","year":"2015","journal-title":"IEEE Trans. Antennas Propag."},{"key":"ref24","volume-title":"Time Series Synthesis of Tropospheric Impairments","year":"2019"},{"key":"ref25","article-title":"Adam: A method for stochastic optimization","author":"Kingma","year":"2017","journal-title":"arXiv:1412.6980"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1145\/1102351.1102422"}],"container-title":["IEEE Wireless Communications Letters"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/5962382\/11077770\/10981432.pdf?arnumber=10981432","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,7,11]],"date-time":"2025-07-11T17:45:09Z","timestamp":1752255909000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10981432\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,7]]},"references-count":26,"journal-issue":{"issue":"7"},"URL":"https:\/\/doi.org\/10.1109\/lwc.2025.3565705","relation":{},"ISSN":["2162-2337","2162-2345"],"issn-type":[{"value":"2162-2337","type":"print"},{"value":"2162-2345","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,7]]}}}