光通信技术2024，Vol.48Issue(2)：48-55,8.DOI:10.13921/j.cnki.issn1002-5561.2024.02.009
室内可见光定位智能优化方法研究进展
Research progress of intelligent optimization methods for indoor visible light positioning
摘要
Abstract
Indoor visible light positioning(VIP)is a research hotspot in the field of indoor positioning.In recent years,more and more artificial intelligence methods are used to optimize and improve the positioning accuracy and efficiency of VIP.In order to show the latest research progress of VIP intelligent optimization methods,the relevant concepts and application scenarios of VIP are first summarized,and VIP applications under three scenarios of severe electromagnetic,high capacity of hot spots and blocked wireless signal transmission are introduced in detail.The adaptability of VIP positioning methods is compared with that of traditional indoor positioning(IP).In this paper,the VIP intelligent optimization methods proposed in recent years are re-viewed in detail.Finally,the general problems and challenges in this field are summarized.关键词
可见光通信/室内定位/优化方法/人工智能/机器学习Key words
visible light communication/indoor positioning/optimized method/artificial intelligence/machine learning分类
信息技术与安全科学引用本文复制引用
郑杰,刘旋,陈静..室内可见光定位智能优化方法研究进展[J].光通信技术,2024,48(2):48-55,8.基金项目
江苏省"双创博士"项目(批准号:JSSCBS20211035)资助 （批准号:JSSCBS20211035）
江苏省博士后基金项目(批准号:2021K402C)资助 （批准号:2021K402C）
江苏省大学生创新创业训练计划项目(202211117119Y)资助. （202211117119Y）
