{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,19]],"date-time":"2026-06-19T16:31:40Z","timestamp":1781886700586,"version":"3.54.5"},"reference-count":16,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,2,17]],"date-time":"2025-02-17T00:00:00Z","timestamp":1739750400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,2,17]],"date-time":"2025-02-17T00:00:00Z","timestamp":1739750400000},"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":[[2025,2,17]]},"DOI":"10.1109\/ssd64182.2025.10989881","type":"proceedings-article","created":{"date-parts":[[2025,5,20]],"date-time":"2025-05-20T17:05:31Z","timestamp":1747760731000},"page":"1169-1173","source":"Crossref","is-referenced-by-count":2,"title":["Machine Learning to Enhance the V2V Communication-based IoD Using Companding Dataset"],"prefix":"10.1109","author":[{"given":"O.","family":"Daoud","sequence":"first","affiliation":[{"name":"School of Engineering and Computing, American International University,Electrical and Computing Engineering,Al-Jahra,Kuwait"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Q.","family":"Hamarsheh","sequence":"additional","affiliation":[{"name":"Philadelphia University,Faculty of Engineering and Technology,Electrical Engineering Department,Amman,Jordan"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"A.","family":"Damati","sequence":"additional","affiliation":[{"name":"Researcher"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"S.","family":"Al Jaafrah","sequence":"additional","affiliation":[{"name":"School of Engineering and Computing, American International University,Electrical and Computing Engineering,Al-Jahra,Kuwait"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"O.","family":"Qasem","sequence":"additional","affiliation":[{"name":"School of Engineering and Computing, American International University,Electrical and Computing Engineering,Al-Jahra,Kuwait"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"M.","family":"Al-Khawaldah","sequence":"additional","affiliation":[{"name":"School of Engineering and Computing, American International University,Electrical and Computing Engineering,Al-Jahra,Kuwait"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"issue":"11803","key":"ref1","volume":"2309","author":"Zhao","year":"2023","journal-title":"A Comprehensive Study of PAPR Reduction Techniques for Deep Joint Source Channel Coding in OFDM Systems"},{"issue":"2","key":"ref2","doi-asserted-by":"crossref","first-page":"210","DOI":"10.3390\/electronics11020210","article-title":"A Novel Alternating \u00b5-Law Companding Algorithm for PAPR Reduction in OFDM Systems","volume":"13","author":"Zhang","year":"2024","journal-title":"Electronics"},{"issue":"4","key":"ref3","first-page":"1890","article-title":"Hybrid Precoded-Companding Scheme for Large-Scale OFDM Using Deep Learning","volume":"29","author":"Li","year":"2023","journal-title":"Wireless Networks"},{"issue":"3","key":"ref4","first-page":"456","article-title":"Neural Network-Based Regression for Adaptive Companding in OFDM Systems","volume":"71","author":"Lee","year":"2023","journal-title":"IEEE Trans. Commun."},{"key":"ref5","first-page":"2345","article-title":"Enhanced PAPR Reduction in OFDM Using ML-Based Hybrid Techniques","volume":"10","author":"Girish","year":"2023","journal-title":"IEEE Access"},{"issue":"5","key":"ref6","first-page":"1310","article-title":"Convolutional Neural Network-Based Companding for PAPR Reduction in OFDM","volume":"27","author":"Kim","year":"2023","journal-title":"IEEE Commun. Lett."},{"issue":"8","key":"ref7","first-page":"9121","article-title":"Autoencoder-Aided Clipping and Filtering for Efficient PAPR Reduction in OFDM Systems","volume":"72","author":"Al-Khassaweneh","year":"2023","journal-title":"IEEE Trans. Veh. Technol."},{"key":"ref8","first-page":"4823","article-title":"Companding and Clipping for PAPR Reduction in Large-Scale OFDM via Deep Reinforcement Learning","volume":"11","author":"Chen","year":"2023","journal-title":"IEEE Access"},{"issue":"6","key":"ref9","article-title":"Survey on PAPR Reduction Techniques in OFDM Systems Using ML Models","volume":"24","author":"Ngo","year":"1918","journal-title":"MDPI Sensors"},{"issue":"5","key":"ref10","first-page":"3214","article-title":"Neural Network-Based Adaptive PAPR Reduction for 5G Networks","volume":"135","author":"Gupta","year":"2023","journal-title":"Wireless Pers. Commun."},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1007\/s11277-020-07845-7"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/SSD54932.2022.9955854"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.3390\/fi15010016"},{"key":"ref14","volume-title":"Unmanned Aerial System (UAS) Support in 3GPP, 3GPP Standard TS 22.125 VI7.2.0","year":"2020"},{"key":"ref15","volume-title":"Enhancement for Unmanned Aerial Vehicles, 3GPP Standard TS 22.829 VI7.1.0","year":"2019"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/ssd61670.2024.10548472"}],"event":{"name":"2025 IEEE 22nd International Multi-Conference on Systems, Signals &amp; Devices (SSD)","location":"Monastir, Tunisia","start":{"date-parts":[[2025,2,17]]},"end":{"date-parts":[[2025,2,20]]}},"container-title":["2025 IEEE 22nd International Multi-Conference on Systems, Signals &amp;amp; Devices (SSD)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/10989785\/10989811\/10989881.pdf?arnumber=10989881","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,5,21]],"date-time":"2025-05-21T06:04:35Z","timestamp":1747807475000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10989881\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,2,17]]},"references-count":16,"URL":"https:\/\/doi.org\/10.1109\/ssd64182.2025.10989881","relation":{},"subject":[],"published":{"date-parts":[[2025,2,17]]}}}