{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,10,30]],"date-time":"2024-10-30T14:29:35Z","timestamp":1730298575547,"version":"3.28.0"},"reference-count":14,"publisher":"IEEE","license":[{"start":{"date-parts":[[2023,9,25]],"date-time":"2023-09-25T00:00:00Z","timestamp":1695600000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,9,25]],"date-time":"2023-09-25T00:00:00Z","timestamp":1695600000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100000266","name":"Engineering and Physical Sciences Research Council","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100000266","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2023,9,25]]},"DOI":"10.1109\/spawc53906.2023.10304538","type":"proceedings-article","created":{"date-parts":[[2023,11,6]],"date-time":"2023-11-06T14:09:52Z","timestamp":1699279792000},"page":"436-440","source":"Crossref","is-referenced-by-count":0,"title":["Communication Channel-Aware Federated Distillation For Massive MIMO Systems"],"prefix":"10.1109","author":[{"given":"Yuchen","family":"Mu","sequence":"first","affiliation":[{"name":"The University of Edinburgh,School of Engineering,Edinburgh,UK"}]},{"given":"Navneet","family":"Garg","sequence":"additional","affiliation":[{"name":"The University of Edinburgh,School of Engineering,Edinburgh,UK"}]},{"given":"Tharmalingam","family":"Ratnarajah","sequence":"additional","affiliation":[{"name":"The University of Edinburgh,School of Engineering,Edinburgh,UK"}]}],"member":"263","reference":[{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TNSE.2022.3196463"},{"journal-title":"Federated distillation in massive mimo networks convergence analysis and communication channel-aware design","year":"0","author":"mu","key":"ref12"},{"journal-title":"Measuring the effects of non-identical data distribution for federated visual classification","year":"2019","author":"hsu","key":"ref14"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP40776.2020.9053448"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/PIMRC.2019.8904164"},{"key":"ref2","article-title":"A survey on federated learning systems: vision, hype and reality for data privacy and protection","author":"li","year":"2021","journal-title":"IEEE Transactions on Knowledge and Data Engineering"},{"key":"ref1","first-page":"1273","article-title":"Communication-efficient learning of deep networks from decentralized data","author":"mcmahan","year":"2017","journal-title":"Artificial Intelligence and Statistics"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-022-29763-x"},{"key":"ref7","first-page":"2351","article-title":"Ensemble distillation for robust model fusion in federated learning","volume":"33","author":"lin","year":"2020","journal-title":"Advances in neural information processing systems"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/LCOMM.2020.3003693"},{"journal-title":"Distilling the knowledge in a neural network","year":"2015","author":"hinton","key":"ref4"},{"key":"ref3","first-page":"1","article-title":"Federated learning: strategies for improving communication efficiency","author":"konecn\u00fd","year":"2016","journal-title":"Proc of the NIPS Workshop on Private Multi-Party Machine Learning"},{"key":"ref6","article-title":"Fedaux: Leveraging unlabeled auxiliary data in federated learning","author":"sattler","year":"2021","journal-title":"IEEE Transactions on Neural Networks and Learning Systems"},{"journal-title":"Communication-efficient on-device machine learning Federated distillation and augmentation under non-iid private data","year":"2018","author":"jeong","key":"ref5"}],"event":{"name":"2023 IEEE 24th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC)","start":{"date-parts":[[2023,9,25]]},"location":"Shanghai, China","end":{"date-parts":[[2023,9,28]]}},"container-title":["2023 IEEE 24th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10304363\/10304364\/10304538.pdf?arnumber=10304538","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,12,11]],"date-time":"2023-12-11T14:18:35Z","timestamp":1702304315000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10304538\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,9,25]]},"references-count":14,"URL":"https:\/\/doi.org\/10.1109\/spawc53906.2023.10304538","relation":{},"subject":[],"published":{"date-parts":[[2023,9,25]]}}}