Power and DOA estimation with newton-like method

被引:0
|
作者
He Z.-Y. [1 ]
Pang X.-F. [1 ]
Zhao Z.-Q. [1 ]
机构
[1] School of Electronic Engineering, University of Electronic Science and Technology of China
关键词
Davidon-Fletcher-Powell; DOA estimation; Newton-like method; Power estimation;
D O I
10.3969/j.issn.1001-0548.2010.02.004
中图分类号
学科分类号
摘要
To increase the capacity and link performance of mobile communications, it is important to accurately estimate the powers and directions of arrival (DOA) of sources. A multi-dimension nonlinear cost function is proposed for this purpose, where the DOAs and powers of sources are optimization parameters. The optimal results are obtained with the Davidson-Fletcher-Powell (DFP) algorithm and are compared with the results of alternating projection (AP) algorithm. The simulation results show that DFP has the accuracy in accordance with AP when sources are away from each other, but higher than AP when sources are near.
引用
收藏
页码:173 / 175+181
相关论文
共 10 条
  • [1] Tam W., Lau F.C.M., Analysis of power control and its imperfection in CDMA cellular system, IEEE Trans Veh Technol, 48, 5, pp. 1706-1777, (1999)
  • [2] Krim H., Viberg M., Two decades of array signal processing research, IEEE Signal Processing Magazine, 13, 4, pp. 67-94, (1996)
  • [3] Tepedelenlioglu C., Sidiropolos N., Giannakis G.B., Median filtering for power estimation in mobile communication systems, Third IEEE Workshop on Signal Processing Advances in Wireless Communications, (2001)
  • [4] Mccloud M.L., A new subspace identification algorithm for high-resolution DOA estimation, IEEE Trans Antennas and Propagation, 50, 10, pp. 1382-1390, (1999)
  • [5] Mester X., Johnson B.A., Abramovich Y.I., Source power estimation for array processing applications under lower sample size constraints, IEEE 2007 ICASSP, (2007)
  • [6] Zhang X.-F., Lu W., Shi Y., Et al., A novel DOA estimation algorithm based on eigen space. microwave, antenna, propagation and EMC technologies for wireless communications, 2007 International Symposium, (2007)
  • [7] Jiang T., Sidiropolos D., Kalman filtering for power estimation in mobile communications, IEEE Trans on Wireless Comm, 2, 1, pp. 151-161, (2003)
  • [8] Ziskind I., Wax M., Maximum likelihood localization of multiple source by alternating projection, IEEE Signal Processing Magzine, 13, 4, pp. 67-94, (1996)
  • [9] Wu B.-Y., Wang D.-M., Ding X.-H., Et al., Principle of Numerical Analysis, (2004)
  • [10] Burden R.L., Faires J.D., Numerical Analysis, (2005)