無線通訊之矩陣理論

This course aims at providing students with fundamental knowledge in matrix theory as well as some key matrix analysis techniques used in wireless communications and signal processing.

Linear Algebra

To be announced.

• 1.Inner product space 2.Oblique projection 3.Schur decomposition, simultaneous diagonalization, Jordan decomposition 4.Singular value decomposition 5.Perturbation theory I: Solution robustness 6.Perturbation theory II: Eigensystems 7.Toeplitz and circulant matrices (Appendix: OFDM basics) 8.Positive matrix and Perron-Frobenius theorem

References: 1.R. A. Horn and C. R. Johnson, Matrix Analysis, Cambridge University Press, 1985. 2.R. A. Horn and C. R. Johnson, Topics in Matrix Analysis, Cambridge University Press, 1991. 3. J. R. Schott, Matrix Analysis for Statistics, 2nd ed., John Wiley & Sons, Inc., 2005. 4.E. Biglieri, R. Calderbank, A. Constantinides, A. Goldsmith, A. Paulraj, and H. V. Poor, MIMO Wireless Communications, Cambridge University Press, 2007. 5.E. G. Larsson and P. Stocia, Space-Time Block Coding for Wireless Communications, Cambridge University Press, 2003.

地點

ED 900

時間

Wed. pm 2:30~4:00

聯絡方式

Ext. 54524 or 31839