DocumentCode :
2818126
Title :
Novel composite method for determining the location of the transmitter using Particle Swarm Optimization
Author :
Cakir, Oguzhan ; Yazgan, Ayhan ; Cakir, Omer ; Tugcu, Emin ; Kaya, Ismail
Author_Institution :
Karadeniz Technical University, The Faculty of Engineering, 61080, Trabzon, Turkey
fYear :
2012
fDate :
3-4 July 2012
Firstpage :
335
Lastpage :
339
Abstract :
In this study, the Time Difference of Arrival Averaging (TDOAA) method is studied to minimize the estimation error and increase the accuracy for emitter location finding using Particle Swarm Optimization (PSO). We combined TDOAA method with both classic and improved version of PSO and found out a considerable performance increase on the location finding of the transmitter. The improved PSO is to combine different tasks of implementations of PSO for a single decision. Therefore the improved PSO also means more accuracy but price is paid for more complexity. However, the increase on complexity does not prohibit applying the technique, since coherence time for decision may well tolerate more complexity when using today´s state of art microprocessors processing power.
Keywords :
Accuracy; Estimation error; Indexes; Particle swarm optimization; Receivers; Transmitters; Vectors; Particle Swarm Optimization; Time Difference of Arrival; Time Difference of Arrival Averaging;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Telecommunications and Signal Processing (TSP), 2012 35th International Conference on
Conference_Location :
Prague, Czech Republic
Print_ISBN :
978-1-4673-1117-5
Type :
conf
DOI :
10.1109/TSP.2012.6256310
Filename :
6256310
Link To Document :
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