通信学报 ›› 2021, Vol. 42 ›› Issue (5): 63-74.doi: 10.11959/j.issn.1000-436x.2021070
谢良波, 李升, 周牧, 李泽, 田增山, 王亚, 付长友
修回日期:
2021-03-12
出版日期:
2021-05-25
发布日期:
2021-05-01
作者简介:
谢良波(1986- ),男,四川成都人,博士,重庆邮电大学副教授、硕士生导师,主要研究方向为射频识别技术、室内定位技术等基金资助:
Liangbo XIE, Sheng LI, Mu ZHOU, Ze LI, Zengshan TIAN, Ya WANG, Changyou FU
Revised:
2021-03-12
Online:
2021-05-25
Published:
2021-05-01
Supported by:
摘要:
针对现有视距(LOS)定位方法在非视距(NLOS)环境中定位精度急剧恶化的问题,提出一种基于散射体信息的室内NLOS多站协作定位算法,可在完全没有LOS路径的情况下进行定位。首先,利用多AP以及联合场景先验信息协同确定目标NLOS区域和散射体模糊区域;其次,根据信号的到达角对散射体区域进行约束,并在区域内搜索散射体的位置信息;然后,利用这些信息构造基于差分飞行时间的误差最小化方程;最后,提出混合使用遗传算法和列文伯格马夸尔特算法求解目标方程。仿真及真实环境模拟测试结果显示,所提算法仅通过NLOS路径即可定位目标。
中图分类号:
谢良波, 李升, 周牧, 李泽, 田增山, 王亚, 付长友. 基于散射体信息的室内NLOS多站协作定位算法[J]. 通信学报, 2021, 42(5): 63-74.
Liangbo XIE, Sheng LI, Mu ZHOU, Ze LI, Zengshan TIAN, Ya WANG, Changyou FU. Scatterer information based indoor NLOS multiple base station cooperative localization algorithm[J]. Journal on Communications, 2021, 42(5): 63-74.
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