Radio Frequency (RF)-based, Real-Time, Indoor Localization System for Unmanned Aerial Vehicles and Mobile Robot Applications

被引:0
作者
Brassai, Sandor Tihamer [1 ]
Szekely, Istvan Zsolt [1 ]
机构
[1] Sapientia Hungarian Univ Transylvania, Dept Elect Engn, Corunca 1C, Targu Mures 540485, Romania
关键词
Indoor localization; FPGA; High level synthesis; Kalman filter; OPTIMIZATION; ACCURACY;
D O I
暂无
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
The goal of this paper is to describe the indoor localization of a moving object, such as, an UAV or mobile robot, in real time. For localization, the triangulation method is used, based on a multiple fixed points anchors. The distance measurement between the moving object and the anchors is realized with DWM1000 UWB compliant, wireless transceiver modules. For distance measurement, the double-sided, two-way ranging method is used. The position is revealed after the triangulation is corrected, based on the Kalman filter. This computationally intensive task is running on FPGA and provides a real-time operation. One of the anchors is connected to FPGA with a serial communication interface. For the triangulation and Kalman filter, hardware module generation high level synthesis, is used. In the paper, in addition to the implementation, measurement results are also presented for real-time localization.
引用
收藏
页码:19 / 40
页数:22
相关论文
共 25 条
[1]  
[Anonymous], 2009, ARXIV09111681
[2]  
Bekcibasi U, 2014, ACTA POLYTECH HUNG, V11, P103
[3]   On Periodic Control Laws for Mobile Robots [J].
Blazic, Saso .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2014, 61 (07) :3660-3670
[4]  
Brassai S.T., 2012, Syst. Theory, Control Comput. (ICSTCC), P1
[5]   Artificial Intelligence in the path planning optimization of mobile agent navigation [J].
Brassai, Sandor T. ;
Iantovics, Barna ;
Enachescu, Calin .
INTERNATIONAL CONFERENCE EMERGING MARKETS QUERIES IN FINANCE AND BUSINESS, 2012, 3 :243-250
[6]  
Brassai ST, 2012, STUD INFORM CONTROL, V21, P403
[7]   Evolution of Indoor Positioning Technologies: A Survey [J].
Brena, Ramon F. ;
Garcia-Vazquez, Juan Pablo ;
Galvan-Tejada, Carlos E. ;
Munoz-Rodriguez, David ;
Vargas-Rosales, Cesar ;
Fangmeyer, James, Jr. .
JOURNAL OF SENSORS, 2017, 2017
[8]  
Gogolak L, 2013, ACTA POLYTECH HUNG, V10, P221
[9]   SnapLoc: An Ultra-Fast UWB-Based Indoor Localization System for an Unlimited Number of Tags [J].
Grosswindhager, Bernhard ;
Stocker, Michael ;
Rath, Michael ;
Boano, Carlo Alberto ;
Roemer, Kay .
IPSN '19: PROCEEDINGS OF THE 2019 INTERNATIONAL CONFERENCE ON INFORMATION PROCESSING IN SENSOR NETWORKS, 2019, :61-72
[10]  
Haidegger T., 2011, International Journal of Artificial Intelligence, V6, P48