DocumentCode
242288
Title
Hardware acceleration of MUSIC based DoA estimator in MUBTS
Author
Jing Yan ; Yangqing Huang ; Hantao Xu ; Vandenbosch, Guy A. E.
Author_Institution
ESAT-TELEMIC, KU Leuven, Leuven, Belgium
fYear
2014
fDate
6-11 April 2014
Firstpage
2561
Lastpage
2565
Abstract
This paper presents a hardware implementation of a MUSIC based DoA estimator in a practical Multiple Users Beam Tracker System (MUBTS). The robustness and accuracy of the algorithm was first checked in a much more flexible software implementation on a PC. The hardware version involves a fixed point hardware implementation in an FPGA processor, which is then integrated into the original MUBTS as a hardware acceleration, replacing the original softcored DoA estimator. The hardware accelerated MUBTS is tested and its performance is evaluated against the original one. The result is that the hardware DoA estimation processor is seamlessly integrated into the original MUBTS, reducing the iteration time of each DoA estimation from 3s to 0.3s without losing quality and ability to track moving objects.
Keywords
adaptive antenna arrays; direction-of-arrival estimation; field programmable gate arrays; multibeam antennas; signal classification; FPGA processor; MUBTS; MUSIC based DoA estimator; fixed point hardware; flexible software; hardware DoA estimation processor; hardware acceleration; iteration time reduction; multiple users beam tracker system; performance evaluation; smart antenna; soft-cored DoA estimator; time 3 s to 0.3 s; Arrays; Direction-of-arrival estimation; Estimation; Field programmable gate arrays; Hardware; Multiple signal classification; Software; DOA estimation; MUSIC; user tracking;
fLanguage
English
Publisher
ieee
Conference_Titel
Antennas and Propagation (EuCAP), 2014 8th European Conference on
Conference_Location
The Hague
Type
conf
DOI
10.1109/EuCAP.2014.6902343
Filename
6902343
Link To Document