شماره ركورد كنفرانس :
2727
عنوان مقاله :
A Novel Algorithm for Clustering of Radar Interleaved Pulses in Busy Radar Environments
عنوان به زبان ديگر :
A Novel Algorithm for Clustering of Radar Interleaved Pulses in Busy Radar Environments
پديدآورندگان :
Daryasafar Navid نويسنده Dashtestan Branch, Islamic Azad University - Faculty of Electrical Engineering , Dehghani Hamid نويسنده Malek Ashtar University - Faculty of Electrical Engineering , Rezaei Motlagh Azim نويسنده Dashtestan Branch, Islamic Azad University - Faculty of Electrical Engineering
كليدواژه :
Radar identification , Pulse detection , Threshold level , Pulse Deinterleaving
عنوان كنفرانس :
اولين كنفرانس بين المللي دستاوردهاي نوين پژوهشي در مهندسي برق و كامپيوتر
چكيده لاتين :
Deinterleaving of radar pulses is performed based on features of pulse trains, including pulse arrival time,
pulse width, radio frequency, and among others. Radar pulse deinterleaving is one of the most important parts of
radar identification system in which identification/detection process of radar transmitters is done in simultaneous
fashion. In this paper, a novel algorithm is proposed by the combination of Imperialist Competitive Algorithm, ICA, and
k-means algorithm based on Rough set theory. The identification accuracy on radar data by this method was
78%, emphasizing the improved performance over the conventional methods. It will be shown that this new method
can be successfully utilized in busy radar environments with various signals.
شماره مدرك كنفرانس :
4240260
