{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,2]],"date-time":"2026-04-02T15:42:53Z","timestamp":1775144573698,"version":"3.50.1"},"reference-count":42,"publisher":"IEEE","license":[{"start":{"date-parts":[[2024,10,27]],"date-time":"2024-10-27T00:00:00Z","timestamp":1729987200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,10,27]],"date-time":"2024-10-27T00:00:00Z","timestamp":1729987200000},"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":[[2024,10,27]]},"DOI":"10.1109\/ieeeconf60004.2024.10942629","type":"proceedings-article","created":{"date-parts":[[2025,4,4]],"date-time":"2025-04-04T18:20:20Z","timestamp":1743790820000},"page":"583-590","source":"Crossref","is-referenced-by-count":2,"title":["Codebook-Based Downlink Beamforming with Imperfect CSI Using Model-Driven Deep Learning"],"prefix":"10.1109","author":[{"given":"Lukas","family":"Schynol","sequence":"first","affiliation":[{"name":"Technische Universit&#x00E4;t Darmstadt,Communication Systems Group,Darmstadt,Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Moritz","family":"Hemsing","sequence":"additional","affiliation":[{"name":"Technische Universit&#x00E4;t Darmstadt,Communication Systems Group,Darmstadt,Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Marius","family":"Pesavento","sequence":"additional","affiliation":[{"name":"Technische Universit&#x00E4;t Darmstadt,Communication Systems Group,Darmstadt,Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1017\/9781139049276"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/OJCOMS.2021.3057679"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1038\/s41928-020-0404-1"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.techfore.2022.121672"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2017.1600400"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2019.2940959"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2019.2960361"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2016.2591501"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TASSP.1987.1165054"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/ACSSC.2016.7869195"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2013.2265682"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2015.2425040"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2013.6638448"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2014.2354312"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2019.2904897"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/MWC.001.1900323"},{"key":"ref17","first-page":"399","article-title":"Learning Fast Approximations of Sparse Coding","author":"Gregor","year":"2010","journal-title":"Omnipress"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2022.3218802"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2020.3033334"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2023.3242716"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2021.3126050"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2023.3322852"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2022.3201961"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2022.3187046"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2023.3296622"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2021.3105569"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2023.3292472"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2023.3244096"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/LWC.2021.3139608"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/ICC42927.2021.9500736"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.23919\/EUSIPCO55093.2022.9909927"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2020.2988255"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/LSP.2013.2265698"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/VETECF.2002.1040308"},{"key":"ref35","article-title":"Soft-to-Hard Vector Quantization for End-to-End Learning Compressible Representations","volume-title":"Advances in Neural Information Processing Systems","volume":"30","author":"Agustsson","year":"2017"},{"key":"ref36","volume-title":"Relational inductive biases, deep learning, and graph networks","author":"Battaglia","year":"2018"},{"key":"ref37","article-title":"A primal dual formulation for deep learning with constraints","volume-title":"Advances in Neural Information Processing Systems","volume":"32","author":"Nandwani","year":"2019"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2018.2865408"},{"key":"ref39","article-title":"Decoupled Weight Decay Regularization","volume-title":"Proceedings of the 7th International Conference on Learning Representations","author":"Loshchilov","year":"2019"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2007.897212"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2023.3331313"},{"key":"ref42","article-title":"Physical layer procedures for data","year":"2022","journal-title":"3GPP"}],"event":{"name":"2024 58th Asilomar Conference on Signals, Systems, and Computers","location":"Pacific Grove, CA, USA","start":{"date-parts":[[2024,10,27]]},"end":{"date-parts":[[2024,10,30]]}},"container-title":["2024 58th Asilomar Conference on Signals, Systems, and Computers"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/10942562\/10942606\/10942629.pdf?arnumber=10942629","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,4,5]],"date-time":"2025-04-05T10:59:39Z","timestamp":1743850779000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10942629\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,10,27]]},"references-count":42,"URL":"https:\/\/doi.org\/10.1109\/ieeeconf60004.2024.10942629","relation":{},"subject":[],"published":{"date-parts":[[2024,10,27]]}}}