Title :
TDOA for narrow-band signal with low sampling rate and imperfect synchronization
Author :
Zan Li ; Dimitrova, Desislava C. ; Raluy, David Hawes ; Braun, Torsten
Author_Institution :
Inst. of Comput. Sci. & Appl. Math., Univ. of Bern, Bern, Switzerland
Abstract :
Time-based localization techniques such as multilateration are favoured for positioning to wide-band signals. Applying the same techniques with narrow-band signals such as GSM is not so trivial. The process is challenged by the needs of synchronization accuracy and timestamp resolution both in the nanoseconds range. We propose approaches to deal with both challenges. On the one hand, we introduce a method to eliminate the negative effect of synchronization offset on time measurements. On the other hand, we propose timestamps with nanoseconds accuracy by using timing information from the signal processing chain. For a set of experiments, ranging from sub-urban to indoor environments, we show that our proposed approaches are able to improve the localization accuracy of TDOA approaches by several factors. We are even able to demonstrate errors as small as 10 meters for outdoor settings with narrow-band signals.
Keywords :
cellular radio; direction-of-arrival estimation; signal processing; GSM; TDOA; imperfect synchronization; low sampling rate; nanoseconds accuracy; narrow band signal; narrow band signals; signal processing chain; synchronization offset; time based localization techniques; timestamp resolution; timing information; wideband signals; Accuracy; GSM; Global Positioning System; Receivers; Signal resolution; Synchronization;
Conference_Titel :
Wireless and Mobile Networking Conference (WMNC), 2014 7th IFIP
Conference_Location :
Vilamoura
DOI :
10.1109/WMNC.2014.6878849