We propose an indoor navigation algorithm based on pedestrian dead reckoning (PDR) using an inertial measurement unit in a smartphone and map matching. The proposed indoor navigation system is user-friendly and convenient because it requires no additional device except a smartphone and works with a pedestrian in a casual posture who is walking with a smartphone in their hand. Because the performance of the PDR decreases over time, we greatly reduced the position error of the trajectory estimated by PDR using a map matching method with a known indoor map. To verify the proposed indoor navigation algorithm, we conducted an experiment in a real indoor environment using a commercial Android smartphone. The performance of our algorithm was demonstrated through the results of the experiment.
翻译:我们提议使用智能手机和地图匹配的惯性测量单元,使用行人死亡计数法(PDR)计算室内导航算法(PDR),拟议中的室内导航系统方便用户使用,因为除了智能手机之外不需要额外设备,而且与手持智能手机行走的行人一起工作。由于PDR的性能逐渐下降,我们大大降低了PDR使用地图与已知室内地图匹配的方法估计的轨迹位置错误。为了核实拟议的室内导航算法,我们使用商业和机器人智能手机在真正的室内环境中进行了实验。我们算法的性能通过实验结果得到了证明。