Title :
Hardware Implementation of MUSIC Algorithm for Airborne Digital Direction Finding System
Author :
Wang Fan ; Gao Huo-tao ; Zhou Lin ; Sun Yu-xiang
Author_Institution :
Electron. Inf. Dept., Wuhan Univ., Wuhan, China
Abstract :
To solve the issue of high complexity and poor real time in conventional array direction finding system of multiple signal classification algorithms, a digital solution based on field programmable gate array (FPGA) is presented. The solution includes real time quadrate demodulation and pretreatment, coordinate rotation digital computing (CORDIC) algorithm in rotation mode to realize singular value decomposition in order to reduce computation, and finally achieves the real time array direction finding. Hardware simulation and tests show that the system works stably and can ensure the deviation is less than 0.5 degree with over 64 snapshots, which can be used in precise positioning and measurement.
Keywords :
array signal processing; field programmable gate arrays; radio direction-finding; signal classification; singular value decomposition; CORDIC algorithm; FPGA; MUSIC algorithm; airborne digital direction finding system; conventional array direction finding system; coordinate rotation digital computing algorithm; field programmable gate array; multiple signal classification algorithms; real time quadrate demodulation; Arrays; Covariance matrix; Equations; Field programmable gate arrays; Hardware; Mathematical model; Multiple signal classification;
Conference_Titel :
Wireless Communications, Networking and Mobile Computing (WiCOM), 2011 7th International Conference on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-6250-6
DOI :
10.1109/wicom.2011.6040021