Title :
Super-Resolution Time of Arrival for Indoor Localization
Author :
Humphrey, David ; Hedley, Mark
Author_Institution :
CSIRO ICT Centre, Sydney, NSW
Abstract :
We present the results of a large number of measurements of the indoor radio channel at 5.8 GHz taken in a typical office environment. The time of arrival (TOA) for the measurements are analyzed using two recently proposed super- resolution algorithms, and compared with traditional approaches utilizing the inverse FFT. We find that the performance of the FFT is equal to or better than the super-resolution techniques. Based on a statistical analysis of our measurements, we show that the information content of the signal relating to the TOA is concentrated in just a few coefficients on the leading edge of the impulse response. Drawing on this result, we propose a pattern matching approach for the determination of the TOA which performs significantly better than existing techniques.
Keywords :
mobility management (mobile radio); pattern matching; statistical analysis; wireless channels; bandwidth 5.8 GHz; impulse response; indoor localization; indoor radio channel; pattern matching; statistical analysis; superresolution time of arrival; Antenna measurements; Bandwidth; Costs; Hardware; Indoor radio communication; Multiple signal classification; Pattern matching; Position measurement; Signal resolution; Time measurement;
Conference_Titel :
Communications, 2008. ICC '08. IEEE International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-2075-9
Electronic_ISBN :
978-1-4244-2075-9
DOI :
10.1109/ICC.2008.618