Perspective on Pedestrian Inertial Navigation Systems

A. Shkel, Yusheng Wang
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Abstract

This chapter provides a perspective on further development of both the hardware and the software for pedestrian navigation. Hardware development for the pedestrian inertial navigation mainly aims to solve the problem of incorporating different sensing modalities with a reasonable size and weight, such that the overall system is compact, robust, and accurate. Software development for the pedestrian inertial navigation mainly aims to explore algorithms to fully use the collected data, in order to further improve the navigation accuracy and adaptivity without too much computational load. Cooperative localization can be achieved if multiple mobile agents are available in the network, with communication and computation capabilities, jointly processing a relative measurement between each agent to increase their localization accuracy. There are many ways to fully utilize the Inertial Measurement Unit data besides just integrating them into position estimation.
行人惯性导航系统展望
本章对行人导航的硬件和软件的进一步发展进行了展望。行人惯性导航的硬件开发主要是为了解决在合理的尺寸和重量下融合不同的传感方式的问题,使整个系统紧凑、鲁棒、准确。行人惯性导航软件开发的主要目的是探索充分利用采集数据的算法,在不增加计算量的情况下进一步提高导航精度和自适应能力。协作定位是指网络中存在多个具有通信和计算能力的移动智能体,共同处理每个智能体之间的相对度量,以提高其定位精度。除了将惯性测量单元的数据集成到位置估计中,还有很多方法可以充分利用惯性测量单元的数据。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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