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基于BLE的RSSI测距算法研究

Research on RSSI Distance Measurement Algorithm Based on BLE

中文摘要英文摘要

enewcommand{ aggedright}{leftskip=0pt ightskip=0pt plus 0cm} aggedright 随着智能硬件的发展,蓝牙低功耗(Bluetooth Low Energy,BLE)技术成为智能硬件构建无线传感器网络(Wireless Sensor Network,WSN)时首选的低功耗传输技术。越来越多的智能硬件要求准确的定位信息,而定位服务的准确性取决于WSN距离测量的精度。基于接收信号强度指示值(Received Signal Strength Indication,RSSI)的测距算法是一种低成本、低复杂度的距离测量技术,但是快衰落与慢衰落导致RSSI测量误差较大。针对以上问题,本文基于BLE技术,提出一种基于多点平滑及对数-正态曲线拟合的RSSI测距算法。实验结果表明,经过多点平滑与最小二乘法曲线拟合,测距精度与测距范围取得了更好的折衷,在20m测距范围内的平均误差能够达到0.5m以下。

enewcommand{ aggedright}{leftskip=0pt ightskip=0pt plus 0cm} aggedright With the development of intelligent hardware, bluetooth low energy (BLE) technology has become the first choice for low-power transmission when intelligent hardware is used to build up wireless sensor networks (WSN). More and more intelligent hardware requires accurate positioning information, and the accuracy of location-based services depends on the accuracy of distance measurement of WSN. The distance measurement based on the received signal strength indicator (RSSI) value is a low-cost, low-complexity technology for distance measurement, but because of fast fading and slow fading, the error of RSSI measurement is large. To solve the above problem, targeting at the BLE technology, this paper proposed a RSSI distance measurement algorithm based on multi-point smoothing and log-normal curve fitting method. Experimental results show that through multi-point smoothing and least squares curve fitting, the distance measurement accuracy and range achieve a better trade-off and the average measurement error is reduced to below 0.5 meters within a range of 20 meters.

温锦雄、胡思健、王一歌

无线通信通信无线电、电信测量技术及仪器

蓝牙低功耗接收信号强度指示值测距

bluetooth low energyreceived signal strength indicationdistance measurement

温锦雄,胡思健,王一歌.基于BLE的RSSI测距算法研究[EB/OL].(2015-09-06)[2025-08-18].http://www.paper.edu.cn/releasepaper/content/201509-49.点此复制

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