Title :
High-Precision Robust Broadband Ultrasonic Location and Orientation Estimation
Author :
Gonzalez, J.R. ; Bleakley, C.J.
Author_Institution :
Complex & Adaptive Syst. Lab., Univ. Coll. Dublin, Dublin, Ireland
Abstract :
This paper presents an indoor broadband ultrasonic system for estimation of a mobile device´s 3-D location and three-axis orientation using beacons. It presents the first implementation and characterization of a real frequency hopping spread spectrum-based ultrasonic positioning system, a novel application of uniform circular array angle of arrival estimation techniques to indoor location-orientation estimation and a novel hybrid algorithm for location-orientation estimation. The performance of the system was assessed experimentally. The system has been shown to provide better accuracy, robustness to noise and multipath than other previously reported indoor ultrasonic location or orientation estimation systems with comparable range in the typical office environment tested. The prototype provided location estimates with an error of less than 1.5 cm and and error of less than 4.5deg in the yaw, 3deg in the pitch and 3.5deg in the roll, in 95% of cases.
Keywords :
direction-of-arrival estimation; frequency hop communication; indoor communication; mobile computing; mobility management (mobile radio); spread spectrum communication; ultrasonic measurement; 3-D location; angle of arrival estimation; frequency hopping spread spectrum; indoor location-orientation estimation; three-axis orientation; ultrasonic positioning system; Frequency estimation; Noise robustness; Pervasive computing; Prototypes; RF signals; Radio frequency; Signal processing; Signal processing algorithms; Spread spectrum communication; Working environment noise; Angle of arrival; location estimation; orientation estimation; time of arrival; ultrasound;
Journal_Title :
Selected Topics in Signal Processing, IEEE Journal of
DOI :
10.1109/JSTSP.2009.2027795