Information theoretic measures for change detection in urban sensing applications

Proceedings - SAFE 2007: Workshop on Signal Processing Applications for Public Security and Forensics

Volumn , Issue , 2007, Pages

  Aviyente, Selin ^a   Ahmad, Fauzia ^b   Amin, Moeness G ^b  

^a Michigan State University   (United States)

^b Villanova University   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ENTROPY; INFORMATION THEORY; SIGNAL PROCESSING;

AMOUNT OF ACTIVITIES; CHANGE DETECTION; COMPLEXITY MEASURES; DIVERGENCE MEASURES; INFORMATION THEORETIC MEASURE; PRELIMINARY ANALYSIS; SURVEILLANCE APPLICATIONS; THROUGH-THE-WALL RADARS;

SIGNAL DETECTION;

EID: 84969134844     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (12)

1. S. Aviyente, F. Ahmad and M. G. Amin, "Information theoretic measures for through-thewall surveillance", Proc. IEEE Workshop on Sensor Array and Multichannel Processing, pp. 626-630, 2006.
2. D. D. Ferris Jr. and N. C. Currie, "A survey of current technologies for through-the-wall surveillance (TWS) ", Proc. SPIE, vol. 3577, pp. 62-72, 1998.
3. J. D. Black, "Motion and Ranging Sensor throughthe-wall surveillance system", Proc. SPIE, Vol. 4708, pp. 114-121, 2002.
4. A. R. Hunt, "Stepped-frequency CW radar for concealed weapon detection and through-the-wall surveillance", Proc. SPIE, Vol. 4708, pp. 99-105, 2002.
5. F. Ahmad, M. G. Amin, and S. A. Kassam, "Synthetic aperture beamformer for imaging through a dielectric wall", IEEE Trans. AES, Vol. 41, No. 1, Jan. 2005, pp. 271-283.
6. A. Renyi, "On Measures of Entropy and Information", Proc. 4th Berkeley Symp. Math. Stat. and Prob., vol. 1, pp. 547-561, 1961.
7. D. L. Jones and T. W. Parks, "A High Resolution Data-Adaptive Time-Frequency Representation", IEEE Trans. On Acoustics, Speech and Signal Processing, vol. 38, no. 12, pp. 2127-2135, 1990.
8. M. Basseville, "Distance Measures for Signal Processing and Pattern Recognition", Signal Processing, vol. 18, no. 4, pp. 349-369, 1989.
9. H. Yun, A. B. Hamza and H. Krim, "A Generalized Divergence Measure for Robust Image Registration", IEEE Trans. Signal Proc, vol. 51, no. 5, pp. 1211-1220, 2003.
10. K. E. Hild II, D. Erdogmus. and J. Principe, "Blind Source Separation Using Renyi's Mutual Information", IEEE Signal Proc. letters, vol. 8, no. 6, pp. 174-176, 2001.
11. E. Gokcay and J. Principe, "Information theoretic Clustering", IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 24, no. 2, pp. 158-171, 2002.
12. R. G. Baraniuk, P. Flandrin, A. J. E. M. Janssen and O. J. J. Michel, "Measuring time-frequency information content using the Renyi entropies", IEEE Trans. Information Theory, vol. 47, no. 4, pp. 1391-1409, 2001.