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Exploring Significant Motion Sensor for Energy-efficient Continuous Motion and Location Sampling in Mobile Sensing Application

机译:探索重要的运动传感器,以实现移动传感应用中的节能连续运动和位置采样

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摘要

The significant motion sensor is a new sensor that promises motion detection at low power consumption. Despite that promise, no known research has explored the usage of this sensor, especially in mobile sensing research. In this study, we explore the utilization of this significant motion sensor for continuous motion and location sampling in a mobile sensing application. A location sensor is known for its expensive power consumption in retrieving the location data, and continuously sampling from it will quickly deplete a smartphone battery. We experiment with two sampling strategies that utilize this significant motion sensor to achieve low power consumption during continuous sampling. One strategy involves utilizing the sensor naively, while the other involves combining with the duty cycle. Both strategies achieve low energy consumption, but the one that combines with the duty cycle achieves lower energy consumption. By utilizing this sensor, mobile sensing research especially that samples data from location or motion sensors, will be able to achieve lower energy consumption.
机译:重要的运动传感器是一种新的传感器,有望以低功耗进行运动检测。尽管有这样的承诺,但尚无已知研究探索此传感器的用途,尤其是在移动传感研究中。在这项研究中,我们探索了这种重要的运动传感器在移动传感应用中连续运动和位置采样的利用。位置传感器以检索位置数据的高功耗而著称,从中连续采样将迅速耗尽智能手机电池。我们尝试了两种采样策略,这些策略利用这种重要的运动传感器来实现连续采样期间的低功耗。一种策略是天真地利用传感器,另一种策略是与占空比结合。两种策略均实现了低能耗,但结合占空比的方法实现了更低的能耗。通过利用这种传感器,移动感测研究尤其是对来自位置或运动传感器的数据进行采样的研究将能够实现更低的能耗。

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