• DocumentCode
    2034318
  • Title

    Simulation of radar topology networks to evolve the electronic warfare survivability metrics

  • Author

    Waghray, Namrita ; Menghal, P.M.

  • Author_Institution
    Radar & Control Syst. Dept., Mil. Coll. of Electron. & Mech. Eng., Secunderabad, India
  • Volume
    1
  • fYear
    2011
  • fDate
    8-10 April 2011
  • Firstpage
    355
  • Lastpage
    359
  • Abstract
    Electronic warfare is a military action whose objective is to control the electromagnetic spectrum. To accomplish this objective, both offensive electronic attack (EA) and electronic protection (EP) actions are required. In addition electronic warfare support (ES) actions are essential to supply the intelligence and threat recognition that allow implementation of both EA and EP. Commanders must prepare to operate weapons systems in an intensive and non-permissive electromagnetic environment. Mission accomplishment requires awareness, dynamic planning, and flexibility at all levels of war. The Information System is a rescue in this critical task. It has been proposed to develop the EW Intelligent Information System that deals with processing of electronic warfare, communications, radar, war missions etc. In this work, design and implementation of such an intelligent system is offered. Using artificial intelligence, this system aims at achieving the best performance with a friendly system in spite of the existence of hostile actions. This system deals with different sources of data. It helps visualize mission scenarios, decides the mission suitability and the best EA and ES methods accordingly. This work handles a nonlinear optimization problem with multiple variables and constraints. Closed form and exact solutions of such problems are computationally difficult. Therefore, the paper proposes the use of artificial intelligence mainly the fuzzy logic and neural networks approach to tackle this problem. Traditionally, large databases of information require complex problem solving techniques. However, the use of AI provides a simple yet computationally manageable solution for this issue.
  • Keywords
    artificial intelligence; electronic warfare; fuzzy logic; military radar; neural nets; telecommunication computing; weapons; EW intelligent information system; artificial intelligence; electromagnetic spectrum; electronic attack; electronic protection; electronic warfare survivability metrics; fuzzy logic; intelligence recognition; military action; neural networks; nonlinear optimization problem; radar topology networks; threat recognition; weapon systems; Artificial intelligence; Artificial neural networks; Decision making; Fuzzy logic; Jamming; Pragmatics; Radar; ANNs; Back propagation algorithm; Electronic attack; Electronic protection; Fuzzy rule; Jamming pods; Membership functions; Mission suitability;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Electronics Computer Technology (ICECT), 2011 3rd International Conference on
  • Conference_Location
    Kanyakumari
  • Print_ISBN
    978-1-4244-8678-6
  • Electronic_ISBN
    978-1-4244-8679-3
  • Type

    conf

  • DOI
    10.1109/ICECTECH.2011.5941622
  • Filename
    5941622