{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,31]],"date-time":"2026-01-31T05:49:58Z","timestamp":1769838598047,"version":"3.49.0"},"reference-count":17,"publisher":"IEEE","license":[{"start":{"date-parts":[[2023,7,9]],"date-time":"2023-07-09T00:00:00Z","timestamp":1688860800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,7,9]],"date-time":"2023-07-09T00:00:00Z","timestamp":1688860800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2023,7,9]]},"DOI":"10.1109\/iscc58397.2023.10217870","type":"proceedings-article","created":{"date-parts":[[2023,8,28]],"date-time":"2023-08-28T17:46:48Z","timestamp":1693244808000},"page":"1203-1206","source":"Crossref","is-referenced-by-count":2,"title":["End-to-End Deep Learning assisted by Reconfigurable Intelligent Surface for uplink MU massive MIMO under PA Non-Linearities"],"prefix":"10.1109","author":[{"given":"Ahlem","family":"Arfaoui","sequence":"first","affiliation":[{"name":"University of Carthage,Innov'COM, Sup'Com,Ariana,Tunisia,2083"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Maha","family":"Cherif","sequence":"additional","affiliation":[{"name":"University of Carthage,Innov'COM, Sup'Com,Ariana,Tunisia,2083"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ridha","family":"Bouallegue","sequence":"additional","affiliation":[{"name":"University of Carthage,Innov'COM, Sup'Com,Ariana,Tunisia,2083"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref13","author":"goodfellow","year":"2016","journal-title":"Deep Learning"},{"key":"ref12","article-title":"Efficient Autoprecoder-based deep learning for massive MU-MIMO Downlink under PA Non-Linearities","author":"xinying","year":"2022","journal-title":"2022 IEEE Wireless Communications and Networking Conference (WCNC)"},{"key":"ref15","article-title":"Onebit precoding constellation design via autoencoder-based deep learning","author":"foad","year":"2019","journal-title":"2019 53rd Asilomar Conference on Signals Systems and Computers"},{"key":"ref14","article-title":"End-to-end approach for MU massive MIMO uplink transmission under lbit ADC","author":"ahlem","year":"2022","journal-title":"2022 International Wireless Communications and Mobile Computing (IWCMC)"},{"key":"ref11","article-title":"The effect of high power amplifier nonlinearity on MU-massive MIMO system performance over Rayleigh fading channel","author":"maha","year":"2019","journal-title":"2019 15th International Wireless Communications Mobile Computing Conference (IWCMC)"},{"key":"ref10","first-page":"3064","article-title":"Weighted sum-rate maximization for reconfigurable intelligent surface aided wireless networks","volume":"19 5","author":"huayan","year":"2020","journal-title":"IEEE Transactions on Wireless Communications"},{"key":"ref2","first-page":"2683","article-title":"MIMO transmission through reconfigurable in-telligent surface: System design, analysis, and implementation","volume":"38 11","author":"wankai","year":"2020","journal-title":"IEEE Journal on Selected Areas in Communications"},{"key":"ref1","year":"2019","journal-title":"Huawei Unveils the Latest 5G Full-Series Solutions"},{"key":"ref17","first-page":"3124","article-title":"Reconfigurable intelligent surface aided massive MIMO systems with low-resolution DACs","volume":"25 9","author":"jianxin","year":"2021","journal-title":"IEEE Communications Letters"},{"key":"ref16","article-title":"Realistic power amplifier model for the new radio evaluation","year":"2016","journal-title":"document R4–163314(3GPP TSG-RAN WG4 Meeting 79)"},{"key":"ref8","article-title":"Autoencoder-based deep learning for massive multiple-input multiple-output up-link under high-power amplifier non-linearities","author":"maha","year":"2022","journal-title":"IET Communications"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/ACSSC.2018.8645137"},{"key":"ref9","first-page":"1407","article-title":"Energy efficiency and spectral efficiency tradeoff in RIS-aided multiuser MIMO uplink transmission","volume":"69","author":"li","year":"2020","journal-title":"IEEE Transactions on Signal Processing"},{"key":"ref4","article-title":"Channel capacity optimization using reconfigurable intelligent surfaces in indoor mmWave environments","author":"nemanja","year":"2020","journal-title":"ICC 2020–2020 IEEE International Conference on Communications (ICC)"},{"key":"ref3","first-page":"14","article-title":"Reconfigurable intelligent surfaces for 6G systems: Principles, applications, and research directions","volume":"59 6","author":"cunhua","year":"2021","journal-title":"IEEE Communications Magazine"},{"key":"ref6","doi-asserted-by":"crossref","first-page":"54","DOI":"10.1109\/MMW.2005.1511914","article-title":"Digital predistortion linearizes wireless power amplifiers","volume":"6","author":"kim","year":"2005","journal-title":"IEEE Microwave Magazine"},{"key":"ref5","first-page":"1608","article-title":"Uplink achievable rate maximization for reconfig-urable intelligent surface aided millimeter wave systems with resolution-adaptive ADCs","volume":"10 8","author":"yue","year":"2021","journal-title":"IEEE Wireless Communications Letters"}],"event":{"name":"2023 IEEE Symposium on Computers and Communications (ISCC)","location":"Gammarth, Tunisia","start":{"date-parts":[[2023,7,9]]},"end":{"date-parts":[[2023,7,12]]}},"container-title":["2023 IEEE Symposium on Computers and Communications (ISCC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10217219\/10217829\/10217870.pdf?arnumber=10217870","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,9,18]],"date-time":"2023-09-18T17:39:16Z","timestamp":1695058756000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10217870\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,7,9]]},"references-count":17,"URL":"https:\/\/doi.org\/10.1109\/iscc58397.2023.10217870","relation":{},"subject":[],"published":{"date-parts":[[2023,7,9]]}}}