Title :
Array processing for passive localization of a source in the near field
Author :
Comsa, Ciprian R.
Author_Institution :
Telecommun. Dept., Tech. Univ. “Gheorghe Asachi” of Iasi, Iasi, Romania
Abstract :
This publication presents a coherent processing method for RF (radio frequency) source localization in a plane by employing a passive sensor array, widely distributed over a given area. The context of the localization technique discussed involves placement of the source in the near field of the sensor array and unknown character of the source in the sense that the transmitted signal, its power spectral density, and its timing are unknown to the sensors. However, the sensors have ideal mutual time and phase synchronization, highly precise knowledge of their own location, and ideal communication link to a fusion center. The source location is centrally estimated by coherently processing the received signals. For this, an estimator is derived exploiting the source location information in the phase difference of the received signals at pairs of sensors. An analytical expression is developed for the Cramer Rao lower bound (CRLB) relating the mean square error (MSE) of the location estimates to the source signal parameters and sensors layout. Numerical examples and Monte Carlo analysis validate the close form expression developed and show the high accuracy capabilities of the source localization via the presented coherent processing method.
Keywords :
Monte Carlo methods; array signal processing; mean square error methods; radio links; sensor arrays; synchronisation; CRLB; Cramer Rao lower bound; MSE; Monte Carlo analysis; RF source localization; array processing; coherent processing method; communication link; fusion center; mean square error; near field source; passive localization; passive sensor array; phase synchronization; power spectral density; radio frequency source localization; Accuracy; Arrays; Estimation; Frequency-domain analysis; Position measurement; Signal to noise ratio;
Conference_Titel :
Signals, Circuits and Systems (ISSCS), 2013 International Symposium on
Conference_Location :
Iasi
Print_ISBN :
978-1-4799-3193-4
DOI :
10.1109/ISSCS.2013.6651187