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A QoS enabled visual sensor-system applied to the problem of localizing mobile platforms in indoor environments

机译:启用QoS启用的可视传感器系统应用于在室内环境中定位移动平台的问题

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Here we present a sensor-system that integrates two low cost CMOS cameras, LED illumination, 3-axis MEMS gyroscopes and accelerometers, and a data processing node in a compact shell. The sensor-system supports different modes of operation including incremental position tracking, visual self localization and mapping, inertial navigation, pose estimation using artificial landmarks, as well as combinations of the mentioned techniques depending on application scenario and environment conditions. In contrast to existing work we use the output of the inertial measurement unit not only to provide estimates on the systems pose but also to suppress camera output during unfavorable movement thus improving the performance of image processing while reducing utilization of overall system resources, resulting in a dynamically adapting quality of service.
机译:在这里,我们介绍了一个传感器系统,它集成了两个低成本CMOS相机,LED照明,3轴MEMS陀螺仪和加速度计,以及紧凑型外壳中的数据处理节点。传感器系统支持不同的操作模式,包括使用人工地标的增量位置跟踪,视觉自我定位和映射,惯性导航,姿势估计,以及根据应用方案和环境条件的提到技术的组合。与现有工作相比,我们使用惯性测量单元的输出不仅提供了系统姿势的估计,而且为了在不利运动期间抑制相机输出,从而提高图像处理的性能,同时降低了整体系统资源的利用率,导致了一个动态适应服务质量。

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