## Instructor:Kannan Ramchandran269 Cory Hall kannanr@eecs.berkeley.edu |
## Office hours:Tuesdays 2:30 - 4:00269 Cory Hall |

## Lecture hours:Tuesdays and Thursdays11:00 - 12:30 289 Cory |
## Online resources:http://www-inst.eecs.berkeley.edu/~ee225aucb.class.ee225a |

- HW's: 10%
- Midterm: 35%
- Final: 55%

- Jim Chou, 319 Cory Hall, jimchou@eecs.berkeley.edu

- Lea Barker, 195M Cory Hall, leab@eecs.berkeley.edu

- Supplementary notes from Prof. Ed Lee.

- Review of vector spaces, allpass, minimum-phase, maximum-phase, linear-phase filters, Z-transforms and properties, statistical DSP concepts, sampling. (2 weeks)
- Multirate DSP: filter banks, wavelets, time-frequency analysis (2 weeks)
- Transforms: KLT, wavelet-packets, applications to signal decomposition/compression (2 weeks)
- Quantization: Quantization theory, rate-distortion theory (1 week)
- Spectral estimation: MMSE estimation, Wiener filtering, orthogonality principle (2 weeks) Midterm
- Adaptive filtering, linear prediction, Levinson-Durbin algorithm (2 weeks)
- LMS, convergence analysis, fast RLS (2 weeks)
- Applications of adaptive filter algorithms: echo-cancellation, system identification and channel equalization (2 weeks)
- Final

- A. V. Oppenheim and R. W. Schafer with John R. Buck, Discrete-time Signal Processing, Second Edition, Prentice-Hall, 1999 Reserved
- J. Proakis and D. Manolakis, Digital Signal Processing: Principles, Algorithms, and Applications, 3rd edition, Prentice-Hall, 1996. Reserved
- J.S. Lim and A. V. Oppenheim, Eds, Advanced Topics in Signal Processing, Prentice-Hall, Englewood Cliffs, NJ, 1988
- S. K. Mitra, Digital Signal Processing: A Computer-Based Approach, McGraw Hill, 1998.

- P.M. Clarkson, Optimal and Adaptive Signal Processing, CRC Press, Boca Raton, FL, 1993. Reserved
- B. Widrow and S. D. Stearns, Adaptive Signal Processing, Prentice-Hall, 1985
- S. Haykin, Adaptive Filter Theory, 2nd Ed., Prentice-Hall, 1991. Reserved

- B. Porat, Digital Processing of Random Signals: theory and methods, Prentice-Hall, 1994.
- Monson Hayes, Stochastic Signal Processing, Prentice-Hall, 1996. Reserved

- P. Stoica and R. Moses, Introduction to Spectral Analysis, Prentice-Hall, Englewood Cliffs, NJ, 1997
- S. M. Kay, Modern Spectral Estimation, Theory and Applications, Prentice-Hall, Englewood Cliffs, NJ, 1988

- M. Vetterli and J. Kovacevic, Wavelets and subband coding, Prentice-Hall, 1995. Reserved
- P. P. Vaidyanathan, Multirate systems and filter banks, Prentice-Hall, 1993. Reserved
- S. Mallat, A Wavelet Tour of Signal Processing, Academic Press, 1998.

- N. Jayant and P. Noll, Digital Coding of Waveforms, Prentice-Hall, 1984
- A. Gersho and R. M. Gray, Vector quantization and signal compression, Kluwer Academic Publishers, 1992.

- R. Blahut, Fast algorithms for digital signal processing, Reading, MA, Addison-Wesley, 1984. Reserved

- A. Papoulis, Probability, Random Variables and Stochastic Processes, McGraw-Hill, 1984.
- A. Leon-Garcia, Probability and Random Processes for Electrical Engineering, Addison-Wesley, 1993.

- Gilbert Strang, Linear Algebra and Applications, Academic Press, 1980. Reserved

- (03/04/03) Midterm Exam will be on 03/17/03 from 7:00PM - 9:00PM in 285 Cory Hall

- (04/17/03) Class will be cancelled on Tuesday, April 22, 2003.

- (05/05/03) The final exam will be on Wed. 21, 2003 from 8-11am in 285 Cory Hall.