Asymptotic SNR of scalar and vector minimum-variance beamformers for neuromagnetic source reconstruction

被引:148
作者
Sekihara, K [1 ]
Nagarajan, SS
Poeppel, D
Marantz, A
机构
[1] Tokyo Metropolitan Inst Technol, Dept Elect Syst & Engn, Tokyo 1910065, Japan
[2] Univ Calif San Francisco, Dept Radiol, San Francisco, CA 94143 USA
[3] Univ Maryland, Dept Linguist & Biol, College Pk, MD 20742 USA
[4] MIT, Dept Linguist & Philosophy, Cambridge, MA 02139 USA
关键词
biomagnetism; inverse problems; magnetoencephalography; minimum-variance beamformer; neural signal processing;
D O I
10.1109/TBME.2004.827926
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
To reconstruct neuromagnetic sources, the minimum-variance beamformer has been extended to incorporate the three-dimensional vector nature of the sources, and two types of extensions-the scalar- and vector-type extensions-have been proposed. This paper discusses the asymptotic signal-to-noise ratio (SNR) of the outputs of these two types of beamformers. We first show that these two types of beamformers give exactly the same output power and output SNR if the beamformer pointing direction is optimized. We then compare the output SNR of the beamformer with optimum direction to that of the conventional vector beamformer formulation where the beamformer pointing direction is not optimized. The comparison shows that the'beamformer with optimum direction gives an output SNR superior to that of the conventional vector beamformer. Numerical examples validating the results of the analysis are presented.
引用
收藏
页码:1726 / 1734
页数:9
相关论文
共 17 条
[1]   Electromagnetic brain mapping [J].
Baillet, S ;
Mosher, JC ;
Leahy, RM .
IEEE SIGNAL PROCESSING MAGAZINE, 2001, 18 (06) :14-30
[2]   SUPER-RESOLUTION OF UNCORRELATED INTERFERENCE SOURCES BY USING ADAPTIVE ARRAY TECHNIQUES [J].
BORGIOTTI, GV ;
KAPLAN, LJ .
IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION, 1979, 27 (06) :842-845
[3]   RESOLVING POWER AND SENSITIVITY TO MISMATCH OF OPTIMUM ARRAY PROCESSORS [J].
COX, H .
JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA, 1973, 54 (03) :771-785
[4]  
Gantmacher FR., 1960, THEORY MATRICES
[5]   Serial activation of distinct cytoarchitectonic areas of the human S1 cortex after posterior tibial nerve stimulation [J].
Hashimoto, I ;
Sakuma, K ;
Kimura, T ;
Iguchi, Y ;
Sekihara, K .
NEUROREPORT, 2001, 12 (09) :1857-1862
[6]  
HASHIMOTO I, IN PRESS J CLIN NEUR
[7]   Current source density distribution of sleep spindles in humans as found by synthetic aperture magnetometry [J].
Ishii, R ;
Dziewas, R ;
Chau, W ;
Sörös, P ;
Okamoto, H ;
Gunji, A ;
Pantev, C .
NEUROSCIENCE LETTERS, 2003, 340 (01) :25-28
[8]   MAXIMUM-LIKELIHOOD FILTERS IN SPECTRAL ESTIMATION PROBLEMS [J].
LAGUNAS, MA ;
SANTAMARIA, ME ;
GASULL, A ;
MORENO, A .
SIGNAL PROCESSING, 1986, 10 (01) :19-34
[9]   SPATIAL CORRELATIONS IN ADAPTIVE ARRAYS [J].
LIN, HC .
IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION, 1982, 30 (02) :212-223
[10]  
Lutkepohl H., 1996, HDB MATRICES