|Organization slides from first lecture||October 17, 2013|
|Detection and Estimation Theory (manuscript)||November 19, 2013|
|Detection and Estimation Theory (slides)||
November 19, 2013|
|Detection problem||October 28, 2013|
|Estimation problem||October 28, 2013|
|Example of a Radar Model derivation for detection/estimation tasks||May 6, 2013|
Examples from previous seminars:
- Maximum likelihood speed and distance estimation for OFDM radar
- Diversity order of joint detection in distributed radar networks
- Likelihood ratio sign test for voice activity detection
- A new statistical voice activity detection based on UMP test
- Maximum-likelihood direction-of-arrival estimation in the presence of unknown nonuniform noise
- ESPRIT – estimation of signal parameters via rotational invariance techniques
- Efficient recursive estimation of the parameters of a radar or radio astronomy target
- Maximum likelihood multiple-source localization using acoustic energy measurements with wireless sensor networks
- MUSIC, maximum likelihood, and Cramer-Rao bound
- Maximum likelihood localization of multiple sources by alternating projection
- Lehmann, E. & Casella, G., Theory of Point Estimation , Springer, 1998.
- Lehmann, E.L. & Romano, J.P., Testing Statistical Hypotheses , Springer, 2010.
- Scharf, L.L. & Demeure, Cè., Statistical Signal Processing: Detection, Estimation, and Time Series Analysis, Addison-Wesley Pub. Co., 1991.