首页|期刊导航|重庆大学学报|基于简易视觉标签的高精度室内定位技术

基于简易视觉标签的高精度室内定位技术OA北大核心

High-accuracy indoor location technology using simple visual labels

中文摘要英文摘要

为实现低成本高精度的室内定位,在综合考虑定位需求和计算复杂性的基础上,设计了一种基于简易视觉标签的室内高精度定位技术.采用简单的颜色和形状特征检测视觉标签,从而降低检测复杂度,减少数据存储需求,针对简易标签特征不唯一问题,设计了基于相机视场和标签方位角的快速查询匹配方法.通过分析标签分布特性与定位误差关系,设计加权最小二乘位姿估计算法,建立迭代求解和最优估计的协同策略,实现了算法复杂度和定位精度的良好平衡.仿真和实验结果表明:所提定位方法能够有效处理超定方程组奇异问题,抑制不良标签组的负面影响,与超宽带技术相比,定位误差降低超过62%.

To achieve a low-cost,high-precision indoor location system,this study designs a method using simple visual labels while balancing computation complexity and practical requirements.Only color and shape features are used for label detection,minimizing both detection complexity and data storage needs.To deal with the issue of nonunique solutions caused by simplified label features,a rapid query and matching method is proposed by incorporating the camera's field of view and the label's azimuth.Furthermore,a pose and position estimation method using a weighted least square algorithm is developed.This method is integrated with an interactive algorithm guided by a designed switching strategy.These techniques strike an effective balance between algorithm complexity and location accuracy.Simulation and experimental results show that the proposed method effectively resolves singularity issues in overdetermined equations and attenuates the negative effects of poorly distributed label groups.Compared with ultra-wideband technology,the proposed approach reduces location error by more than 62%.

熊禹;高锋;马杰

东风柳州汽车有限公司 乘用车技术中心,广西 柳州 515005重庆大学 机械与运载工程学院,重庆 400044重庆大学 机械与运载工程学院,重庆 400044

机械工程

室内定位视觉定位误差分析加权最小二乘

indoor locationvisual locationerror analysisweighted least squares

《重庆大学学报》 2025 (1)

45-53,9

国家重点实验室开放基金(KFY2209)汽车协同创新中心揭榜挂帅项目(2022CDJDX-004)重庆市技术创新与应用发展专项(CSTB2022TIAD-KPX0139).Supported by Open Fund of State Key Laboratory(KFY2209),Chongqing Automotive Collaborative Innovation Center(2022CDJDX-004)and Chongqing Technology Innovation and Application Development Project(CSTB2022TIAD-KPX0139).

10.11835/j.issn.1000-582X.2023.210

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