Title :
Indoor Localization using Subspace Matching: An Experimental Evaluation
Author :
Tsuji, Hiroyuki ; Kikuchi, Shohei ; Kaveh, Mostafa
Author_Institution :
Nat. Inst. of Inf. & Commun. Technol., Yokosuka
Abstract :
We propose a method of indoor localization using array sensors. This method uses not only the signal strengths of received signals, but also the spatial information of impinging signals on array sensors. The signal subspaces, which include information about the strengths and angles of arrival of impinging signals on the array sensors, are used to identify the location of the terminal. We use the cosines of the principal angles between the signal subspaces of the spatial covariance matrices of the signals received at an array antenna to measure the similarity between signals transmitted from two locations. We conducted an experiment indoors to confirm the validity and effectiveness of our method. The experimental results confirm its effectiveness
Keywords :
antenna arrays; array signal processing; covariance matrices; indoor communication; array antenna; array sensors; indoor localization; signal strengths; spatial covariance matrices; spatial information; subspace matching; Antenna arrays; Antenna measurements; Covariance matrix; Fingerprint recognition; Pattern matching; Radio transmitters; Receiving antennas; Sensor arrays; Signal processing; Transmitting antennas;
Conference_Titel :
Sensor Array and Multichannel Processing, 2006. Fourth IEEE Workshop on
Conference_Location :
Waltham, MA
Print_ISBN :
1-4244-0308-1
DOI :
10.1109/SAM.2006.1706192