{"title":"基于UOWC系统位置和数量优化的混合湍流相筛模型","authors":"Haobo Zhao;Anliang Liu;Hongxi Yin","doi":"10.1109/JIOT.2025.3566463","DOIUrl":null,"url":null,"abstract":"Underwater optical wireless communication (UOWC) is the primary technology that provides high-speed and low-latency area-intensive data interaction for the Internet of Underwater Things. The turbulence effect seriously affects the optical signal transmission, and establishing a comprehensive turbulence channel model is essential to improve the anti-turbulence capability of the UOWC system. In this article, a hybrid phase screen model based on the oceanic turbulence optical power spectrum inversion and the extended Zernike polynomials is proposed, which has sufficient frequency components and can better characterize the turbulence effect caused by the underwater changes in temperature and salinity. By optimizing the number and position of the hybrid turbulence phase screen, the root-mean-square error of the probability density function of the received light intensity between the simulation and the experimental measurement is only 1.8468 at a turbulence intensity of 0.1538. Finally, we demonstrate a hybrid quadrature amplitude modulation multipulse pulse-position modulation (QAM-MPPM) technique to improve the anti-turbulence performance of the UOWC system. The results show that under the same conditions, the UOWC system with a hybrid QAM-MPPM technique outperforms those with single QAM and MPPM modulation by 3 and 1 dB, respectively. The hybrid modulation technique also exhibits a better bit error rate and average outage probability performance under different turbulence intensities.","PeriodicalId":54347,"journal":{"name":"IEEE Internet of Things Journal","volume":"12 14","pages":"28493-28505"},"PeriodicalIF":8.9000,"publicationDate":"2025-03-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Hybrid Turbulence Phase Screen Model Based on Position and Number Optimization of UOWC System\",\"authors\":\"Haobo Zhao;Anliang Liu;Hongxi Yin\",\"doi\":\"10.1109/JIOT.2025.3566463\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Underwater optical wireless communication (UOWC) is the primary technology that provides high-speed and low-latency area-intensive data interaction for the Internet of Underwater Things. The turbulence effect seriously affects the optical signal transmission, and establishing a comprehensive turbulence channel model is essential to improve the anti-turbulence capability of the UOWC system. In this article, a hybrid phase screen model based on the oceanic turbulence optical power spectrum inversion and the extended Zernike polynomials is proposed, which has sufficient frequency components and can better characterize the turbulence effect caused by the underwater changes in temperature and salinity. By optimizing the number and position of the hybrid turbulence phase screen, the root-mean-square error of the probability density function of the received light intensity between the simulation and the experimental measurement is only 1.8468 at a turbulence intensity of 0.1538. Finally, we demonstrate a hybrid quadrature amplitude modulation multipulse pulse-position modulation (QAM-MPPM) technique to improve the anti-turbulence performance of the UOWC system. The results show that under the same conditions, the UOWC system with a hybrid QAM-MPPM technique outperforms those with single QAM and MPPM modulation by 3 and 1 dB, respectively. The hybrid modulation technique also exhibits a better bit error rate and average outage probability performance under different turbulence intensities.\",\"PeriodicalId\":54347,\"journal\":{\"name\":\"IEEE Internet of Things Journal\",\"volume\":\"12 14\",\"pages\":\"28493-28505\"},\"PeriodicalIF\":8.9000,\"publicationDate\":\"2025-03-02\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"IEEE Internet of Things Journal\",\"FirstCategoryId\":\"94\",\"ListUrlMain\":\"https://ieeexplore.ieee.org/document/10982210/\",\"RegionNum\":1,\"RegionCategory\":\"计算机科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"COMPUTER SCIENCE, INFORMATION SYSTEMS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE Internet of Things Journal","FirstCategoryId":"94","ListUrlMain":"https://ieeexplore.ieee.org/document/10982210/","RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"COMPUTER SCIENCE, INFORMATION SYSTEMS","Score":null,"Total":0}
Hybrid Turbulence Phase Screen Model Based on Position and Number Optimization of UOWC System
Underwater optical wireless communication (UOWC) is the primary technology that provides high-speed and low-latency area-intensive data interaction for the Internet of Underwater Things. The turbulence effect seriously affects the optical signal transmission, and establishing a comprehensive turbulence channel model is essential to improve the anti-turbulence capability of the UOWC system. In this article, a hybrid phase screen model based on the oceanic turbulence optical power spectrum inversion and the extended Zernike polynomials is proposed, which has sufficient frequency components and can better characterize the turbulence effect caused by the underwater changes in temperature and salinity. By optimizing the number and position of the hybrid turbulence phase screen, the root-mean-square error of the probability density function of the received light intensity between the simulation and the experimental measurement is only 1.8468 at a turbulence intensity of 0.1538. Finally, we demonstrate a hybrid quadrature amplitude modulation multipulse pulse-position modulation (QAM-MPPM) technique to improve the anti-turbulence performance of the UOWC system. The results show that under the same conditions, the UOWC system with a hybrid QAM-MPPM technique outperforms those with single QAM and MPPM modulation by 3 and 1 dB, respectively. The hybrid modulation technique also exhibits a better bit error rate and average outage probability performance under different turbulence intensities.
期刊介绍:
The EEE Internet of Things (IoT) Journal publishes articles and review articles covering various aspects of IoT, including IoT system architecture, IoT enabling technologies, IoT communication and networking protocols such as network coding, and IoT services and applications. Topics encompass IoT's impacts on sensor technologies, big data management, and future internet design for applications like smart cities and smart homes. Fields of interest include IoT architecture such as things-centric, data-centric, service-oriented IoT architecture; IoT enabling technologies and systematic integration such as sensor technologies, big sensor data management, and future Internet design for IoT; IoT services, applications, and test-beds such as IoT service middleware, IoT application programming interface (API), IoT application design, and IoT trials/experiments; IoT standardization activities and technology development in different standard development organizations (SDO) such as IEEE, IETF, ITU, 3GPP, ETSI, etc.