Nada El aryby received the B.Sc and the M.Sc degrees from Mohammed V University, Rabat, Morocco, respectively, in Physics in 2010, and Informatics,Signals and Telecommunications in 2012. Ph.D student at Mohammed V University, Morocco in the LIMIARF Laboratory under the supervision of El Houssine Bouyakhf