Title :
Power and DOA Estimation for Array Processing with DFP and BFGS Algorithm
Author :
He, Zi-yuan ; Pang, Xiao-feng ; Gong, Yao-huan
Author_Institution :
Dept. of Electr. Eng., Univ. of Electron. Sci. & Technol. of China, Chengdu
Abstract :
To increase the capacity of mobile communications, it is important to accurately estimate the power and the directions of arrival (DOA) of sources. An efficient algorithm is proposed for this purpose with Davidon Fletcher Powell (DFP) and Broyden Fletcher Goldfarb Shanno (BFGS) algorithm. To estimate DOA and power of sources, the method optimizes the DOA and power parameters of a cost function simultaneously with DFP&BFGS Algorithm. The simulation results show that the proposed algorithm can simultaneously estimate the DOA and powers of signals accurately.
Keywords :
array signal processing; direction-of-arrival estimation; mobile communication; Broyden Fletcher Goldfarb Shanno algorithm; Davidon Fletcher Powell algorithm; array processing; directions of arrival estimation; mobile communication capacity; power estimation; Array signal processing; Computer science; Computer science education; Direction of arrival estimation; Educational technology; Helium; Maximum likelihood estimation; Multiple signal classification; Power engineering education; Sensor arrays; DOA Estimation; Power Estimation;
Conference_Titel :
Education Technology and Computer Science, 2009. ETCS '09. First International Workshop on
Conference_Location :
Wuhan, Hubei
Print_ISBN :
978-1-4244-3581-4
DOI :
10.1109/ETCS.2009.694