In the array signal processing research, estimation of the direction-of-arrival (DOA) of the transmitted source signal has long been of great interest and plays an important role in both civilian and military applications such as radar, sonar, geophysics, acoustics, bioengineering, seismology, multimedia, radio astronomy and wireless communication.