Title :
Three-dimensional non-line-of-sight localisation in an indoor multipath environment
Author :
Tai, Jason Chang Sheng ; Tan, Soon Yim ; Seow, Chee Kiat
Author_Institution :
Sch. of Electr. & Electron. Eng., Nanyang Technol. Univ., Singapore, Singapore
Abstract :
This paper presents the design of a non-line-of-sight (NLOS) localization algorithm that determines the position of a mobile device in a typical multipath environment where the scatterers are aligned parallel or perpendicular to each other. Our proposed algorithm leverages not only on the line-of-sight paths but also NLOS paths which undergo single bounce reflection. Furthermore, it adopts a unidirectional estimation approach in which the time of arrival (TOA) and angle of arrival (AOA) of signals are measured at the reference devices. By resolving the error variance due to noisy measurement into three mutually perpendicular components and applying appropriate weighting factors for each of these components, location error is greatly reduced. Simulation results in a multipath environment indicate that location accuracy is improved by about 42 percent compared to the existing NLOS algorithm even at large distance and angle measurement noises.
Keywords :
direction-of-arrival estimation; indoor radio; mobile radio; multipath channels; time-of-arrival estimation; 3D non-line-of-sight localisation; angle of arrival; indoor multipath environment; mobile device; single bounce reflection; time of arrival; unidirectional estimation; Computer vision; Design engineering; Noise measurement; Position measurement; Reflection; Scattering; Signal resolution; Time measurement; Wireless sensor networks; Working environment noise;
Conference_Titel :
Information, Communications and Signal Processing, 2009. ICICS 2009. 7th International Conference on
Conference_Location :
Macau
Print_ISBN :
978-1-4244-4656-8
Electronic_ISBN :
978-1-4244-4657-5
DOI :
10.1109/ICICS.2009.5397559