{"title":"基于随机森林模型的硬件友好型非线性均衡器","authors":"Gang Feng, Yongjun Wang, Chao Li, Jinwang Bai, Qi Zhang, Feng Tian","doi":"10.1109/ICOCN55511.2022.9901022","DOIUrl":null,"url":null,"abstract":"In this paper, a random forest model based nonlinearity equalizer for coherent optical communication system is proposed. The experimental results show that this is a hardware-friendly equalizer.","PeriodicalId":350271,"journal":{"name":"2022 20th International Conference on Optical Communications and Networks (ICOCN)","volume":"16 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-08-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"A Hardware-Friendly Nonlinearity Equalizer via Random Forest Model\",\"authors\":\"Gang Feng, Yongjun Wang, Chao Li, Jinwang Bai, Qi Zhang, Feng Tian\",\"doi\":\"10.1109/ICOCN55511.2022.9901022\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In this paper, a random forest model based nonlinearity equalizer for coherent optical communication system is proposed. The experimental results show that this is a hardware-friendly equalizer.\",\"PeriodicalId\":350271,\"journal\":{\"name\":\"2022 20th International Conference on Optical Communications and Networks (ICOCN)\",\"volume\":\"16 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-08-12\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2022 20th International Conference on Optical Communications and Networks (ICOCN)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICOCN55511.2022.9901022\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 20th International Conference on Optical Communications and Networks (ICOCN)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICOCN55511.2022.9901022","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
A Hardware-Friendly Nonlinearity Equalizer via Random Forest Model
In this paper, a random forest model based nonlinearity equalizer for coherent optical communication system is proposed. The experimental results show that this is a hardware-friendly equalizer.