{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,19]],"date-time":"2025-06-19T05:04:31Z","timestamp":1750309471444,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":13,"publisher":"ACM","license":[{"start":{"date-parts":[[2024,10,25]],"date-time":"2024-10-25T00:00:00Z","timestamp":1729814400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2024,10,25]]},"DOI":"10.1145\/3701047.3701048","type":"proceedings-article","created":{"date-parts":[[2025,2,19]],"date-time":"2025-02-19T07:08:06Z","timestamp":1739948886000},"page":"1-6","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["A load prediction method for data transmission in optical communication networks based on LSTM Model"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0009-0005-8090-3908","authenticated-orcid":false,"given":"Ruijie","family":"Zhu","sequence":"first","affiliation":[{"name":"Grid Design & Research Dept, Shandong Electric Power Engineering Consulting Institute Corporation Limited (SDEPCI), Jinan, Shandong, China,"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0005-1442-7907","authenticated-orcid":false,"given":"Haiyang","family":"Wang","sequence":"additional","affiliation":[{"name":"Grid Design & Research Dept, Shandong Electric Power Engineering Consulting Institute Corporation Limited (SDEPCI), Jinan, Shandong, China,"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0002-2432-6294","authenticated-orcid":false,"given":"Zhe","family":"Li","sequence":"additional","affiliation":[{"name":"Grid Design & Research Dept, Shandong Electric Power Engineering Consulting Institute Corporation Limited (SDEPCI), Jinan, Shandong, China,"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0001-4044-4875","authenticated-orcid":false,"given":"Baoying","family":"He","sequence":"additional","affiliation":[{"name":"Grid Design & Research Dept, Shandong Electric Power Engineering Consulting Institute Corporation Limited (SDEPCI), Jinan, Shandong, China,"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0002-6165-7578","authenticated-orcid":false,"given":"Xiao","family":"Duan","sequence":"additional","affiliation":[{"name":"Grid Design & Research Dept, Shandong Electric Power Engineering Consulting Institute Corporation Limited (SDEPCI), Jinan, Shandong, China,"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2025,2,18]]},"reference":[{"issue":"5","key":"e_1_3_3_1_1_2","first-page":"e2307534","article-title":"Self-Powered Wide-Narrow Bandgap Laminated Perovskite Photodetector with Bipolar Photoresponse for Secure Optical Communication [J]. Advanced materials (Deerfield Beach","volume":"36","author":"Wenjie C","year":"2023","unstructured":"Wenjie C, Shaolong W, Jiayu L, et al. Self-Powered Wide-Narrow Bandgap Laminated Perovskite Photodetector with Bipolar Photoresponse for Secure Optical Communication [J]. Advanced materials (Deerfield Beach, Fla), 2023, 36(5): e2307534-e2307534.","journal-title":"Fla)"},{"key":"e_1_3_3_1_2_2","first-page":"81","article-title":"Modelling and numerical analysis of combined dual impact of SRS and FWM on the performance of upstream and downstream channels of a novel UDWDM\/DWDM-PON [J]","author":"Sait K E","year":"2023","unstructured":"Sait K E. Modelling and numerical analysis of combined dual impact of SRS and FWM on the performance of upstream and downstream channels of a novel UDWDM\/DWDM-PON [J]. Optical Fiber Technology, 2023, 81.","journal-title":"Optical Fiber Technology"},{"key":"e_1_3_3_1_3_2","first-page":"554","article-title":"High-sensitivity few-mode heterodyne receiver with a few-mode optical fiber amplifier for turbulence resistance in free space optical communication [J]","author":"Wenqi M","year":"2024","unstructured":"Wenqi M, Cheng Y, Fan Y, et al. High-sensitivity few-mode heterodyne receiver with a few-mode optical fiber amplifier for turbulence resistance in free space optical communication [J]. Optics Communications, 2024, 554.","journal-title":"Optics Communications"},{"key":"e_1_3_3_1_4_2","first-page":"552","article-title":"Design and performance optimization of the Sb2S3 based broadband photodetector [J]","author":"Youpeng X","year":"2024","unstructured":"Youpeng X, Hai K. Design and performance optimization of the Sb2S3 based broadband photodetector [J]. Optics Communications, 2024, 552.","journal-title":"Optics Communications"},{"key":"e_1_3_3_1_5_2","doi-asserted-by":"publisher","DOI":"10.1364\/OE.500860"},{"key":"e_1_3_3_1_6_2","doi-asserted-by":"publisher","DOI":"10.3390\/photonics10111277"},{"key":"e_1_3_3_1_7_2","doi-asserted-by":"publisher","DOI":"10.3390\/electronics12224701"},{"key":"e_1_3_3_1_8_2","first-page":"54","article-title":"Signal detection of large scale MIMO physical layer space optical communication system based on genetic algorithm [J]","author":"Min M","year":"2023","unstructured":"Min M. Signal detection of large scale MIMO physical layer space optical communication system based on genetic algorithm [J]. Results in Physics, 2023, 54.","journal-title":"Results in Physics"},{"issue":"13","key":"e_1_3_3_1_9_2","first-page":"1466","article-title":"Study of soliton solutions with different wave formations to model of nonlinear Schr\u00f6dinger equation with mixed derivative and applications [J]","volume":"55","author":"Jamshad A","year":"2023","unstructured":"Jamshad A, Sobia R. Study of soliton solutions with different wave formations to model of nonlinear Schr\u00f6dinger equation with mixed derivative and applications [J]. Optical and Quantum Electronics, 2023, 55(13): 1466-1477.","journal-title":"Optical and Quantum Electronics"},{"key":"e_1_3_3_1_10_2","doi-asserted-by":"publisher","DOI":"10.1364\/OE.493813"},{"issue":"1","key":"e_1_3_3_1_11_2","first-page":"68","article-title":"Channel capacity on visible light communication [J]","volume":"2580","author":"Yukun W","year":"2023","unstructured":"Yukun W. Channel capacity on visible light communication [J]. Journal of Physics: Conference Series, 2023, 2580(1): 68-76.","journal-title":"Journal of Physics: Conference Series"},{"issue":"1","key":"e_1_3_3_1_12_2","first-page":"102","article-title":"Channel capacity on visible light communication [J]","volume":"2580","author":"Yukun W","year":"2023","unstructured":"Yukun W. Channel capacity on visible light communication [J]. Journal of Physics: Conference Series, 2023, 2580(1): 102-113.","journal-title":"Journal of Physics: Conference Series"},{"key":"e_1_3_3_1_13_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.dcan.2022.04.035"}],"event":{"name":"CNML 2024: 2024 2nd International Conference on Communication Networks and Machine Learning","acronym":"CNML 2024","location":"Zhengzhou China"},"container-title":["Proceedings of the 2024 2nd International Conference on Communication Networks and Machine Learning"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3701047.3701048","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3701047.3701048","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,19]],"date-time":"2025-06-19T01:17:16Z","timestamp":1750295836000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3701047.3701048"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,10,25]]},"references-count":13,"alternative-id":["10.1145\/3701047.3701048","10.1145\/3701047"],"URL":"https:\/\/doi.org\/10.1145\/3701047.3701048","relation":{},"subject":[],"published":{"date-parts":[[2024,10,25]]},"assertion":[{"value":"2025-02-18","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}