Direction-of-Arrival Estimation Based on the Joint Diagonalization Structure of Multiple Fourth-Order Cumulant Matrices

IEEE Signal Processing Letters

Volumn 16, Issue 3, 2009, Pages 164-167

  Zeng, Wen Jun ^a   Li, Xi Lin ^a   Zhang, Xian Da ^a  

^a TSINGHUA UNIVERSITY   (China)

Author keywords

Correlated noise; direction of arrival; high order cumulants; joint diagonalization

Indexed keywords

EID: 85008018440     PISSN: 10709908     EISSN: 15582361     Source Type: Journal    
DOI: 10.1109/LSP.2008.2010816     Document Type: Article

References (11)

1. H. Krim and M. Viberg, “Two decades of array signal processing research: The parametric approach,” IEEE Signal Process. Mag., vol. 13, no. 4, pp. 67–94, Jul. 1996.
2. F. Li and R. J. Vaccaro, “Performance degradation of DOA estimators due to unknown noise fields,” IEEE Trans. Signal Process., vol. 40, no. 3, pp. 686–690, Mar. 1992.
3. M. Viberg, P. Stoica, and B. Ottersten, “Maximum likelihood array processing in spatially correlated noise fields using parameterized signals,” IEEE Trans. Signal Process., vol. 45, no. 4, pp. 996–1004, Apr. 1997.
4. S. A. Vorobyov, A. B. Gershman, and K. M. Wong, “Maximum likelihood direction-of-arrival estimation in unknown noise fields using sparse sensor arrays,” IEEE Trans. Signal Process., vol. 53, no. 1, pp. 34–42, Jan. 2005.
5. M. Wax and T. Kailath, “Detection of signals by information theoretic criteria,” IEEE Trans. Acoust., Speech, Signal Process., vol. ASSP-33, no. 3, pp. 387–392, Apr. 1985.
6. X.-L. Li, “Studies on joint diagonalization and phase recovery in blind source separation,” Ph.D. dissertation, Tsinghua Univ., Beijng, China, 2007.
7. J.-F. Cardoso and E. Moulines, “Asymptotic performance analysis of direction-finding algorithms based on fourth-order cumulants,” IEEE Trans. Signal Process., vol. 43, no. 1, pp. 214–224, Jan. 1995.
8. B. Porat and B. Friedlander, “Direction finding algorithms based on high-order statistics,” IEEE Trans. Signal Process., vol. 39, no. 9, pp. 2016–2023, Sep. 1991.
9. J. M. Mendel, “Tutorial on higher-order statistics (spectra) in signal processing and system theory: Theoretical results and some applications,” Proc. IEEE, vol. 79, no. 3, pp. 278–305, Mar. 1991.
10. J.-F. Cardoso and A. Souloumiac, “Blind beamforming for non-Gaussian signals,” Proc. Inst. Elect. Eng. F, vol. 140, no. 6, pp. 362–370, Dec. 1993.
11. A. Belouchrani, M. G. Amin, and K. Abed-Meraim, “Direction finding in correlated noise fields based on joint block-diagonalization of spatiotemporal correlation matrices,” IEEE Signal Process. Lett., vol. 4, no. 9, pp. 266–268, Sep. 1997.