Sensitivity Analysis for Direction of Arrival Estimation using a Root-MUSIC Algorithm

An array antenna system with innovative signal processing can enhance the resolution of a signal direction of arrival (DOA) estimation. Super resolution algorithms take advantage of array antenna structures to better process the incoming signals. They also have the ability to identify multiple targets. This paper explores the eigen-analysis category of super resolution algorithm. A class of Multiple Signal Classification (MUSIC) algorithms known as a root-MUSIC algorithm is presented in this paper. The root-MUSIC method is based on the eigenvectors of the sensor array correlation matrix. It obtains the signal estimation by examining the roots of the spectrum polynomial. The peaks in the spectrum space correspond to the roots of the polynomial lying close to the unit circle. Statistical analysis of the performance of the processing algorithm and processing resource requirements are discussed in this paper. Extensive computer simulations are used to verify the performance of the algorith...

• Type: Journal
• Year: 2008
• Where: ENGL
• Authors: Zekeriya Aliyazicioglu, H. K. Hwang, Marshall Grice, Anatoly Yakovlev
• Keywords: Algorithm, Array Antenna, ENGL 2008, Super Resolution