{"title":"Data-Aided Color Shift Keying Transmission for LCD-to-Smartphone Optical Camera Communication Links","authors":"A. Pepe, S. Kumar, Zixian Wei, Hongyan Fu","doi":"10.1145/3390525.3390534","DOIUrl":null,"url":null,"abstract":"We propose and experimentally validate a data-aided optical camera communication link between commercially available liquid crystals display (LCD) transmitter and smartphone rear camera receiver. The wireless link has been tested on 4, 8 and 16-color shift keying (CSK) modulated signals and paired with an offline artificial neural network-based classification strategy to overcome distortions and disparities in the color representation. For a low luminosity transmitter of 250 cd/m2 and a 12-megapixels camera with 60 fps capture rate placed at 50 cm away were reached 1.95 kbps at 100% symbol classification accuracy, 2.93 kbps at 96.4% and 4.86 kbps at 93.8% for 4, 8 and 16-CSK, respectively.","PeriodicalId":201179,"journal":{"name":"Proceedings of the 2020 8th International Conference on Communications and Broadband Networking","volume":"32 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-04-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the 2020 8th International Conference on Communications and Broadband Networking","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3390525.3390534","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 2
Abstract
We propose and experimentally validate a data-aided optical camera communication link between commercially available liquid crystals display (LCD) transmitter and smartphone rear camera receiver. The wireless link has been tested on 4, 8 and 16-color shift keying (CSK) modulated signals and paired with an offline artificial neural network-based classification strategy to overcome distortions and disparities in the color representation. For a low luminosity transmitter of 250 cd/m2 and a 12-megapixels camera with 60 fps capture rate placed at 50 cm away were reached 1.95 kbps at 100% symbol classification accuracy, 2.93 kbps at 96.4% and 4.86 kbps at 93.8% for 4, 8 and 16-CSK, respectively.