Title :
Passive Localization and Synchronization Using Arbitrary Signals
Author :
Jean, Oren ; Weiss, Anthony J.
Author_Institution :
Sch. of Electr. Eng., Tel Aviv Univ., Tel Aviv, Israel
Abstract :
Time-of-arrival (TOA) localization is tightly coupled with sensor time synchronization. Synchronization can be obtained by GPS, atomic clocks, or message exchange protocols. All methods affect the energy sources and the synchronization protocols use valuable bandwidth. We present self-synchronized localization algorithms that rely exclusively on TOA measurements performed by the sensor network on passing sources rendering it completely passive. The same methods can be applied to time-difference-of- arrival (TDOA) measurements allowing the use of a larger family of signals. Localization performance is close to that provided by a perfectly synchronized network. Such algorithms can also be used for sensor network synchronization and communication networks in general.
Keywords :
Global Positioning System; atomic clocks; maximum likelihood estimation; protocols; synchronisation; time-of-arrival estimation; wireless sensor networks; GPS; TDOA; arbitrary signals; atomic clocks; communication networks; localization performance; message exchange protocols; passive localization; self-synchronized localization algorithms; sensor network synchronization; sensor time synchronization; synchronization protocols; time-difference-of-arrival measurements; time-of-arrival localization; Clocks; Ellipsoids; Maximum likelihood estimation; Protocols; Synchronization; Vectors; Cramér-Rao lower bound; localization; maximum likelihood; synchronization; time of arrival;
Journal_Title :
Signal Processing, IEEE Transactions on
DOI :
10.1109/TSP.2014.2307281