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 :
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