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基于线性调频扩频的时差定位引擎设计与定位系统开发。

Design of a TDOA location engine and development of a location system based on chirp spread spectrum.

作者信息

Wang Rui-Rong, Yu Xiao-Qing, Zheng Shu-Wang, Ye Yang

机构信息

Department of Instrumentation Science and Technology, Hangzhou Dianzi University, BaiYang Street, Hangzhou, 310018 China.

Department of Detection Technology and Automation Equipment, Hangzhou Dianzi University, BaiYang Street, Hangzhou, 310018 China.

出版信息

Springerplus. 2016 Nov 14;5(1):1963. doi: 10.1186/s40064-016-3632-0. eCollection 2016.

Abstract

Location based services (LBS) provided by wireless sensor networks have garnered a great deal of attention from researchers and developers in recent years. Chirp spread spectrum (CSS) signaling formatting with time difference of arrival (TDOA) ranging technology is an effective LBS technique in regards to positioning accuracy, cost, and power consumption. The design and implementation of the location engine and location management based on TDOA location algorithms were the focus of this study; as the core of the system, the location engine was designed as a series of location algorithms and smoothing algorithms. To enhance the location accuracy, a Kalman filter algorithm and moving weighted average technique were respectively applied to smooth the TDOA range measurements and location results, which are calculated by the cooperation of a Kalman TDOA algorithm and a Taylor TDOA algorithm. The location management server, the information center of the system, was designed with Data Server and Mclient. To evaluate the performance of the location algorithms and the stability of the system software, we used a Nanotron nanoLOC Development Kit 3.0 to conduct indoor and outdoor location experiments. The results indicated that the location system runs stably with high accuracy at absolute error below 0.6 m.

摘要

近年来,无线传感器网络提供的基于位置的服务(LBS)引起了研究人员和开发人员的广泛关注。具有到达时间差(TDOA)测距技术的线性调频扩频(CSS)信号格式,在定位精度、成本和功耗方面是一种有效的LBS技术。基于TDOA定位算法的定位引擎和位置管理的设计与实现是本研究的重点;作为系统的核心,定位引擎被设计为一系列定位算法和平滑算法。为了提高定位精度,分别应用卡尔曼滤波算法和移动加权平均技术对卡尔曼TDOA算法和泰勒TDOA算法协同计算得到的TDOA距离测量值和定位结果进行平滑处理。位置管理服务器作为系统的信息中心,采用数据服务器和Mclient进行设计。为了评估定位算法的性能和系统软件的稳定性,我们使用Nanotron nanoLOC开发套件3.0进行室内和室外定位实验。结果表明,该定位系统运行稳定,绝对误差低于0.6米时定位精度较高。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c96c/5108751/b46d7ced6a27/40064_2016_3632_Fig1_HTML.jpg

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