{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,28]],"date-time":"2025-10-28T10:50:26Z","timestamp":1761648626633,"version":"3.28.0"},"reference-count":35,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018,12]]},"DOI":"10.1109\/glocomw.2018.8644281","type":"proceedings-article","created":{"date-parts":[[2019,3,18]],"date-time":"2019-03-18T20:29:07Z","timestamp":1552940947000},"page":"1-6","source":"Crossref","is-referenced-by-count":12,"title":["Deep Learning-Assisted Multi-Dimensional Modulation and Resource Mapping for Advanced OFDM Systems"],"prefix":"10.1109","author":[{"given":"Junghyun","family":"Kim","sequence":"first","affiliation":[]},{"given":"Byungju","family":"Lee","sequence":"additional","affiliation":[]},{"given":"Hyojin","family":"Lee","sequence":"additional","affiliation":[]},{"given":"Younsun","family":"Kim","sequence":"additional","affiliation":[]},{"given":"Juho","family":"Lee","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"journal-title":"End-to-end learning of communications systems without a channel model","year":"0","author":"aoudia","key":"ref33"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/SPAWC.2018.8445920"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/JSTSP.2017.2784180"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/CC.2017.8233654"},{"journal-title":"Physical layer procedures for data","year":"0","key":"ref35"},{"journal-title":"Physical Channels and Modulation","year":"0","key":"ref34"},{"key":"ref10","first-page":"124","article-title":"Multi-Dimensional Mappings of Mary Constellations for BICM-ID Systems","author":"tran","year":"2005","journal-title":"Proc IEEE Canadian Conference on Eleetrical and Computer Engineering"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.optcom.2017.01.034"},{"journal-title":"Deep Learning","year":"2016","author":"goodfellow","key":"ref12"},{"journal-title":"Proactive resource management in LTE-U systems A deep learning perspective","year":"2017","author":"challita","key":"ref13"},{"journal-title":"Reinforcement learning techniques for outer loop link adaptation in 4G\/5G systems","year":"2017","author":"pulliyakode","key":"ref14"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/PIMRC.2017.8292280"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TCCN.2017.2758370"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/ALLERTON.2016.7852251"},{"journal-title":"RNN decoding of linear block codes","year":"2017","author":"nachmani","key":"ref18"},{"journal-title":"Deep learning methods for improved decoding of linear codes","year":"2017","author":"nachmani","key":"ref19"},{"journal-title":"Power of deep learning for channel estimation and signal detection in OFDM systems","year":"2017","author":"ye","key":"ref28"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/WCL.2012.032312.120203"},{"journal-title":"Detection algorithms for communication systems using deep learning","year":"2017","author":"farsad","key":"ref27"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1049\/ip-com:20030652"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/PIMRC.2013.6666156"},{"journal-title":"Learning the MMSE channel estimator","year":"2017","author":"neumann","key":"ref29"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.1982.1056454"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2017.2756837"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/VTCSpring.2013.6692652"},{"key":"ref2","first-page":"941","article-title":"Multidimensional constellationspart II: Voronoi constellations","volume":"7","author":"forney","year":"1989","journal-title":"IEEE Trans Inf Theory"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/JLT.2017.2778239"},{"key":"ref1","first-page":"877","article-title":"Multidimensional constellationspart I: optimum shaping, shell mapping","volume":"7","author":"forney","year":"1989","journal-title":"IEEE Trans Inf Theory"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/CISS.2017.7926071"},{"journal-title":"An iterative BP-CNN architecture for channel decoding","year":"2017","author":"liang","key":"ref22"},{"journal-title":"Scaling deep learning-based decoding of polar codes via partitioning","year":"2017","author":"gruber","key":"ref21"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/LWC.2018.2818160"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/SPAWC.2017.8227772"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/LCOMM.2017.2787646"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2018.8461864"}],"event":{"name":"2018 IEEE Globecom Workshops (GC Wkshps)","start":{"date-parts":[[2018,12,9]]},"location":"Abu Dhabi, United Arab Emirates","end":{"date-parts":[[2018,12,13]]}},"container-title":["2018 IEEE Globecom Workshops (GC Wkshps)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8633356\/8644067\/08644281.pdf?arnumber=8644281","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,8,24]],"date-time":"2020-08-24T00:09:21Z","timestamp":1598227761000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8644281\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,12]]},"references-count":35,"URL":"https:\/\/doi.org\/10.1109\/glocomw.2018.8644281","relation":{},"subject":[],"published":{"date-parts":[[2018,12]]}}}