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GNSS IoT Positioning From Conventional Sensors to a Cloud-Based Solution

机译:从传统传感器到基于云的解决方案的GNSS IoT定位

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摘要

The advent of the Internet of Things (IoT) has considerably increased the number of services and applications that require positioning information. In this sense, IoT positioning sensors usually obtain and deliver their position to a central node where it is further managed and analyzed by a user or scheduler. Nonetheless, the stringent requirements of low-cost IoT sensors in terms of low power consumption to achieve larger battery lifetime are pushing current technologies to their limits. In this context, we propose a cloud-based Global Navigation Satellite System (GNSS) solution to deal with the typical constraints faced by IoT sensors by migrating the signal processing tasks from the sensor to cloud servers. Theoretical and experimental results demonstrate the feasibility of a cloud-based GNSS approach in energy efficiency, performance, and economic terms.
机译:物联网(IoT)的出现大大增加了需要定位信息的服务和应用程序的数量。从这个意义上讲,IoT定位传感器通常获取其位置并将其传送到中心节点,然后由用户或调度程序对其进行进一步管理和分析。尽管如此,低成本物联网传感器对低功耗以实现更长电池寿命的严格要求将当前技术推向了极限。在这种情况下,我们提出了一种基于云的全球导航卫星系统(GNSS)解决方案,通过将信号处理任务从传感器迁移到云服务器来解决IoT传感器面临的典型限制。理论和实验结果证明了基于云的GNSS方法在能源效率,性能和经济方面的可行性。

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