DocumentCode
3595144
Title
Real-time root-MUSIC DOA estimation via a parallel polynomial rooting method
Author
Athi, Mrudula V. ; Zekavat, Seyed A.
Author_Institution
Sch. of Electr. & Comput. Eng., Michigan Technol. Univ., Houghton, MI, USA
fYear
2014
Firstpage
290
Lastpage
295
Abstract
This paper describes a new parallel polynomial rooting technique for root-MUSIC suitable for real-time signal processing applications. The proposed method is based on Newton´s method adapted as global polynomial rooting technique. Well-defined complex dynamics of root-MUSIC polynomial´s Newton map were exploited to prescribe a minimal set of initial points for Newton´s method. Proposed set of initial points guarantee that at least one of them would converge to the root closest to the unit circle (that corresponds to the direction of arrival (DOA)). The proposed method was compared with existing general polynomial rooting technique in terms of computational complexity and possibility of parallelization. In addition, the performance of proposed system when incorporated into root-MUSIC was analyzed in terms of computations required to achieve a given accuracy of DOA.
Keywords
Newton method; direction-of-arrival estimation; polynomials; signal classification; Newton method; computational complexity; direction of arrival estimation; global parallel polynomial rooting method; real-time root-MUSIC DOA estimation; real-time signal processing applications; Arrays; Direction-of-arrival estimation; Multiple signal classification; Newton method; Nickel; Polynomials; Sensors;
fLanguage
English
Publisher
ieee
Conference_Titel
Personal, Indoor, and Mobile Radio Communication (PIMRC), 2014 IEEE 25th Annual International Symposium on
Type
conf
DOI
10.1109/PIMRC.2014.7136177
Filename
7136177
Link To Document