Title :
Enhanced Position Estimation via Node Cooperation
Author :
Sahinoglu, Zafer ; Gezici, Sinan
Author_Institution :
Mitsubishi Electr. Res. Labs., Cambridge, MA, USA
Abstract :
Two-way time-of-arrival (TW-ToA) is a widely used ranging protocol that can provide the distance between two devices without time synchronization. One drawback of the TW-ToA is poor positioning accuracy in the absence of a sufficient number of reference ranging devices. Also, for a self- positioning system with a limited battery life, it might be necessary to limit the number of transmissions while satisfying accuracy constraints. In this paper, a cooperative positioning protocol is studied, which can improve positioning accuracy compared to the conventional TW-ToA based positioning systems and also facilitate positioning with fewer packet transmissions; hence, it can prolong battery life on average. The maximum likelihood estimator is obtained for the cooperative technique and the limits on the positioning accuracy are quantified in terms of the Cramer-Rao lower bound (CRLB). Simulation results are provided in order to show performance improvements.
Keywords :
maximum likelihood estimation; protocols; time-of-arrival estimation; Cramer-Rao lower bound; TW-ToA; cooperative positioning protocol; maximum likelihood estimator; node cooperation; position estimation; positioning accuracy improvement; two-way time-of-arrival; Batteries; Communications Society; Global Positioning System; Laboratories; Maximum likelihood estimation; Peer to peer computing; Position measurement; Protocols; Synchronization; Telecommunication traffic;
Conference_Titel :
Communications (ICC), 2010 IEEE International Conference on
Conference_Location :
Cape Town
Print_ISBN :
978-1-4244-6402-9
DOI :
10.1109/ICC.2010.5502319