Title :
Fast localization of radio frequency emitters using wireless sensor networks
Author :
Batson, Mickey S. ; McEachen, John C. ; Tummala, Murali
Author_Institution :
Naval Postgraduate Sch., Monterey
Abstract :
We investigate the use of a wireless sensor network for identifying the direction of a radio frequency (RF) transmission. Specifically, we consider the combined use of time difference of arrival (TDOA) and beamforming techniques to steer a beam in the desired direction and enhance radio frequency (RF) direction finding and follow-on signal reception. The TDOA lines-of bearing are calculated using a combination of the Cross-Ambiguity Function to calculate the actual time difference and the Newton-Raphson technique to focus the beamforming efforts. A Least Mean Squares (LMS) adaptive beamforming algorithm is then used to localize the target for further prosecution. Simulations indicate considerable improvement can be achieved using this combined method.
Keywords :
Newton-Raphson method; array signal processing; least mean squares methods; time-of-arrival estimation; wireless sensor networks; LMS; Newton-Raphson technique; TDOA; beamforming techniques; cross-ambiguity function; least mean squares adaptive beamforming algorithm; radio frequency emitters; time difference-of-arrival; wireless sensor networks; Array signal processing; Centralized control; Communication system control; Radio frequency; Radiofrequency identification; Sensor arrays; Signal processing; Time difference of arrival; Unmanned aerial vehicles; Wireless sensor networks;
Conference_Titel :
Communications and Information Technologies, 2007. ISCIT '07. International Symposium on
Conference_Location :
Sydney,. NSW
Print_ISBN :
978-1-4244-0976-1
Electronic_ISBN :
978-1-4244-0977-8
DOI :
10.1109/ISCIT.2007.4392142