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用于健康研究的 GPS 接收器的动态精度:一种在真实环境中评估 GPS 精度的新方法。

Dynamic Accuracy of GPS Receivers for Use in Health Research: A Novel Method to Assess GPS Accuracy in Real-World Settings.

机构信息

Research Unit for Active Living, Department of Sport Science and Clinical Biomechanics, University of Southern Denmark , Odense , Denmark.

Department of Family and Preventive Medicine, University of California San Diego , San Diego, CA , USA.

出版信息

Front Public Health. 2014 Mar 10;2:21. doi: 10.3389/fpubh.2014.00021. eCollection 2014.

Abstract

The emergence of portable global positioning system (GPS) receivers over the last 10 years has provided researchers with a means to objectively assess spatial position in free-living conditions. However, the use of GPS in free-living conditions is not without challenges and the aim of this study was to test the dynamic accuracy of a portable GPS device under real-world environmental conditions, for four modes of transport, and using three data collection intervals. We selected four routes on different bearings, passing through a variation of environmental conditions in the City of Copenhagen, Denmark, to test the dynamic accuracy of the Qstarz BT-Q1000XT GPS device. Each route consisted of a walk, bicycle, and vehicle lane in each direction. The actual width of each walking, cycling, and vehicle lane was digitized as accurately as possible using ultra-high-resolution aerial photographs as background. For each trip, we calculated the percentage that actually fell within the lane polygon, and within the 2.5, 5, and 10 m buffers respectively, as well as the mean and median error in meters. Our results showed that 49.6% of all ≈68,000 GPS points fell within 2.5 m of the expected location, 78.7% fell within 10 m and the median error was 2.9 m. The median error during walking trips was 3.9, 2.0 m for bicycle trips, 1.5 m for bus, and 0.5 m for car. The different area types showed considerable variation in the median error: 0.7 m in open areas, 2.6 m in half-open areas, and 5.2 m in urban canyons. The dynamic spatial accuracy of the tested device is not perfect, but we feel that it is within acceptable limits for larger population studies. Longer recording periods, for a larger population are likely to reduce the potentially negative effects of measurement inaccuracy. Furthermore, special care should be taken when the environment in which the study takes place could compromise the GPS signal.

摘要

在过去的 10 年中,便携式全球定位系统 (GPS) 接收器的出现为研究人员提供了一种在自由生活条件下客观评估空间位置的方法。然而,在自由生活条件下使用 GPS 并非没有挑战,本研究的目的是测试一种便携式 GPS 设备在真实环境条件下的动态精度,包括四种交通方式和三种数据采集间隔。我们选择了丹麦哥本哈根市的四条不同方向的路线,以测试 Qstarz BT-Q1000XT GPS 设备的动态精度,这些路线经过各种环境条件。每条路线包括步行、自行车和车辆车道。使用超高分辨率航空照片作为背景,尽可能准确地数字化每条步行、自行车和车辆车道的实际宽度。对于每次旅行,我们计算了实际落在车道多边形内的百分比,以及分别落在 2.5、5 和 10 米缓冲区的百分比,以及以米为单位的平均值和中位数误差。我们的结果表明,所有约 68000 个 GPS 点中有 49.6%落在预期位置的 2.5 米内,78.7%落在 10 米内,中位数误差为 2.9 米。步行旅行的中位数误差为 3.9 米,自行车旅行为 2.0 米,公共汽车为 1.5 米,汽车为 0.5 米。不同的区域类型在中位数误差方面显示出相当大的变化:开阔区域为 0.7 米,半开阔区域为 2.6 米,城市峡谷为 5.2 米。测试设备的动态空间精度并不完美,但我们认为对于更大的人群研究,它在可接受的范围内。更长的记录时间,对于更大的人群,可能会降低测量误差的潜在负面影响。此外,在研究地点的环境可能会影响 GPS 信号的情况下,应特别注意。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0bd1/3948045/a51334fa6571/fpubh-02-00021-g001.jpg

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