DocumentCode
153113
Title
Investigation the effect of the time difference of arrival sets on the positioning accuracy for source localization
Author
Cakir, Oguzhan ; Kaya, I. ; Cakir, Oguzhan
Author_Institution
Elektrik-Elektron. Muhendisligi Bolumu, Karadeniz Teknik Univ., Trabzon, Turkey
fYear
2014
fDate
23-25 April 2014
Firstpage
2249
Lastpage
2252
Abstract
Electromagnetic, acoustic, or seismic sources can be positioned using direction, time, frequency or time/frequency difference of their transmitted signals. Source coordinates are found using time difference of arrival (TDOA) method that depends on the time differences of spatially separated receivers. In these methods, two different TDOA sets are used, including independent/spherical and full. In this study, positioning with particle swarm optimization (PSO) is achieved using independent set and full sets and positioning error is compared with Cramer-Rao lower bound (CRLB). In addition, it is proven that CRLB can be exceeded using the PSO algorithm that uses the full TDOA set.
Keywords
direction-of-arrival estimation; particle swarm optimisation; radio receivers; time-frequency analysis; PSO; TDOA method; acoustic sources; electromagnetic sources; particle swarm optimization; positioning accuracy; seismic sources; source coordinates; source localization; spatially separated receivers; time difference of arrival method; time-frequency difference; transmitted signals; Conferences; Particle swarm optimization; Reactive power; Sensor systems; Signal processing; Time difference of arrival; Cramer-Rao lower bound; Emitter location finding; particle swarm optimization; time difference of arrival; time difference of arrival sets;
fLanguage
English
Publisher
ieee
Conference_Titel
Signal Processing and Communications Applications Conference (SIU), 2014 22nd
Conference_Location
Trabzon
Type
conf
DOI
10.1109/SIU.2014.6830713
Filename
6830713
Link To Document