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Dead Reckoning on Smartphones to Reduce GPS Usage

机译:死于智能手机来降低GPS的使用

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GPS localization drains battery aggressively if it is done continuously on a smartphone. This high battery drainage could be reduced by lowering the sampling rate of GPS. However, to fill the reception gaps introduced by low sampling rate, other methods need to be explored. The sensors available in the smartphones allow incremental positioning based on dead reckoning. Even though dead reckoning is a widely researched topic in navigation and walking based localization, it still lacks research on smartphone low-quality sensor based localization for vehicular motion. Therefore this paper describes a dead reckoning system design and implementation for vehicular motion on Android smartphones. It adapts and presents currently used methods for each system step (i.e. filtering, gravity removal, heading estimation and velocity/displacement integration). It also presents new research finding on accelerometer filtering process (i.e. the relationship between acceleration/deceleration to main frequency components of the motion).
机译:如果智能手机在智能手机上不断完成,GPS定位会积极耗尽电池。通过降低GPS的采样率可以降低这种高电池排水。但是,为了通过低采样率引入的接收间隙,需要探索其他方法。智能手机中可用的传感器允许基于死亡再次估算的增量定位。尽管死亡的定位是在导航和行走的本地化中的广泛研究,但它仍然缺乏对基于智能手机的基于智能手机的研究的研究。因此,本文介绍了Android智能手机上车载运动的死亡估算系统设计和实现。它适应并呈现每个系统步骤的当前使用的方法(即滤波,重力去除,标题估计和速度/位移集成)。它还介绍了加速度计过滤过程的新研究(即加速/减速与运动主频率分量之间的关系)。

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