Title :
An Accurate 3D UWB Hyperbolic Localization in Indoor Multipath Environment Using Iterative Taylor-Series Estimation
Author :
Yongbin Qi ; Cheong Boon Soh ; Gunawan, Erry ; Kay-Soon Low ; Maskooki, Arash
Author_Institution :
Sch. of Electr. & Electron. Eng., Nanyang Technol. Univ., Singapore, Singapore
Abstract :
An accurate approach in locating a source based on the intersections of hyperboloids defined by the time difference of arrival (TDOA) of a signal received at a number of reference nodes is proposed and investigated. The demonstrated system consists of a UWB transmitter, irradiating a UWB Gaussian pulse, and eight coherent receivers where positions are known. Techniques like optimal template-based estimator used for time delay estimation are discussed. The effect of errors in range measurement on the accuracy of positioning is reduced by adopting Taylor-series-based minimization procedures. Furthermore, we evaluate the performance of the proposed method by comparing with traditional LSE minimization procedure in both simulation and experimental results. The experimental results show that the target positioning error is only about (0.7198±0.271)cm (mean±standard deviation), which is accurate for potential applications such as robot navigation, personal tracking and monitoring.
Keywords :
iterative methods; minimisation; radio receivers; radio transmitters; ultra wideband communication; 3D UWB hyperbolic localization; LSE minimization procedure; TDOA; Taylor-series-based minimization procedures; UWB Gaussian pulse; UWB transmitter; hyperboloids; indoor multipath environment; iterative Taylor-series estimation; optimal template-based estimator; personal monitoring; personal tracking; positioning error; range measurement; reference nodes; robot navigation; time delay estimation; time difference of arrival; Accuracy; Distance measurement; Equations; Estimation; Mathematical model; Mobile communication; Receivers;
Conference_Titel :
Vehicular Technology Conference (VTC Spring), 2013 IEEE 77th
Conference_Location :
Dresden
DOI :
10.1109/VTCSpring.2013.6691866