基于Qt和MATLAB混合编程的水下光斑目标跟踪软件设计
Design of Underwater Spot Target Tracking Software Based on Qt and MATLAB Mixed Programming
王凯强 1李哲 1邢振冲 1马仙仙1
作者信息
- 1. 中国电子科技集团公司第五十四研究所,河北 石家庄 050081;中国电科网络通信研究院,河北 石家庄 050081;河北省光子信息技术与应用重点实验室,河北 石家庄 050081
- 折叠
摘要
水下无线激光通信相比于水声、长波\甚长波等传统水下无线通信手段具有明显的技术优势,而在水下特殊信道环境影响下,信号光斑易产生形变、闪烁,导致通信链路建立和维持难以进行.针对这一问题,提出了一种基于Qt和MATLAB混合编程的水下光斑目标跟踪软件设计方法,通过均值漂移(Mean shift)迭代算法实现水下目标光斑的识别和定位,采用MATLAB和Qt混合编程手段编写软件界面,搭建水箱实验平台并导入采集到的光斑序列图像.通过软件完成光斑目标识别和移动轨迹绘制,计算结果与实际光斑移动轨迹基本吻合,最大误差偏移量为7.28 pixel,验证了算法功能的有效性.
Abstract
Underwater laser communication has significant technological advantages over traditional underwater wireless communication methods such as acoustic,long-wave,and very-long-wave communication.However,the underwater environment makes the signal spot vulnerable to deformation and flicker,thus hindering the establishment and maintenance of a reliable optical link.To overcome this problem,we devise an underwater spot tracking software design approach based on Qt and MATLAB mixed programming.The approach adopts the Mean shift iterative algorithm for underwater spot target recognition and localization.A mixed programming method of MATLAB and Qt is used to create the software interface,build a water tank experimental platform,and import the spot photographs.Spot target recognition and movement trajectory drawing are realized using the software,thus verifying the effectiveness of the algorithm.The final result is essentially consistent with the actual spot trajectory,and the maximum error offset is 7.28 pixel.
关键词
水下无线光通信/均值漂移算法/光斑跟踪定位/软件设计Key words
underwater wireless optical communication/Mean shift algorithm/spot target tracking and positioning/software design引用本文复制引用
出版年
2024
NETL
NSTL
万方数据