• 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