基于TOA算法的UWB的室内定位系统设计
Design of UWB Positioning System Based on TOA Algorithm
摘要:
本文首先对目前的室内定位系统进行分析,总结目前的室内定位技术的特点,并对几种常用的算法(基于到达时间差,基于到达时间等)进行对比;然后,对基于到达时间算法的定位系统进行设计,实现该定位系统并进行测试定位效果。实验结果表明,本文实现的基于到达时间TOA算法的UWB定位系统具有较好的定位效果,能够满足生活中的一些室内定位场景的需求。
Abstract:
Firstly, this paper analyzes the current indoor positioning system, summarizes the characteristics of the current indoor positioning technology, and compares several commonly used algorithms (based on time difference of arrival, based on time of arrival, etc.). Then, the positioning system based on time of arrival is designed to realize the positioning system and test the positioning effect. Experimental results show that the UWB positioning system based on arrival time TOA algorithm implemented in this paper has better positioning effect and can meet the requirements of some indoor positioning scenes in daily life.
参考文献
|
[1]
|
李德鹏. 基于RFID的景区讲解员动态调度技术研究[D]: [硕士学位论文]. 南京: 南京师范大学, 2013.
|
|
[2]
|
吕昕. 基于UWB的危化品仓储堆垛货物定位技术的研究[D]: [硕士学位论文]. 北京: 北京化工大学, 2015.
|
|
[3]
|
贾静静. 物联网定位技术超全解析!定位正在从室外走向室内[J]. 物联网技术, 2018, 8(3): 4-9.
|
|
[4]
|
张彬. 天津环球磁卡股份有限公司RFID产品研发战略管理[D]: [硕士学位论文]. 天津: 天津大学, 2009.
|
|
[5]
|
刘希骞. 基于Android手机定位系统的设计与实现[D]: [硕士学位论文]. 曲阜: 曲阜师范大学, 2016.
|
|
[6]
|
王锦涛, 皇甫一鸣, 李哲舟, 冯婧. 基于UWB测距技术的室内定位研究[J]. 通信电源技术, 2018, 35(5): 50-53+56.
|
|
[7]
|
杨超超, 陈建辉, 刘德亮, 郭希维, 方正. 基于到达时间和到达角度的室内联合定位算法[J]. 激光与光电子学进展, 2019, 56(22): 203-209.
|
|
[8]
|
高思远, 冯秀芳. 基于RSSI信号特征的室内分区指纹定位算法[J]. 计算机工程与设计, 2020, 41(4): 1093-1098.
|
|
[9]
|
(2020) Robotics; Researchers from Hongik University Report New Studies and Findings in the Area of Robotics (Non-Line-of-Sight Error Mitigating Algorithms for Transmitter Localization Based on Hybrid Toa/rssi Measurements). Journal of Robotics & Machine Learning.
|
|
[10]
|
张俊鹏. 基于无线传感器网络的车位感知系统研究[D]: [硕士学位论文]. 北京: 北京邮电大学, 2017.
|
|
[11]
|
Yang, B., Yang, Z.Y., Wang, D., et al. (2020) A La-grangian Multiplier Method for TDOA and FDOA Positioning of Multiple Disjoint Sources with Distance and Velocity Correlation Constraints. Mathematical Problems in Engineering, 2020, Article ID 1382321. [Google Scholar] [CrossRef]
|