Compressive sensing for sensor calibration

SAM 2008 - 5th IEEE Sensor Array and Multichannel Signal Processing Workshop

Volumn , Issue , 2008, Pages 175-178

  Cevher, Volkan ^a   Baraniuk, Richard ^a  

^a Rice University   (United States)

Author keywords

Direction of arrival estimation; Microphone arrays; Sensor networks

Indexed keywords

CALIBRATION TARGETS; COMPRESSIVE SENSING; DIRECTION-OF-ARRIVAL ESTIMATION; LOW DIMENSIONAL; MICROPHONE ARRAYS; MULTICHANNEL SIGNAL PROCESSING; RANDOM PROJECTIONS; SENSOR CALIBRATION; SENSOR COMMUNICATIONS; SENSOR DATA; SENSOR LOCATIONS; SENSOR NETWORKS; SPARSE APPROXIMATIONS; SPATIAL GRIDS;

ACOUSTIC MICROSCOPES; AMPLITUDE MODULATION; CALIBRATION; CHEMICAL SENSORS; MISSILE BASES; SENSOR ARRAYS; SIGNAL PROCESSING;

SENSORS;

EID: 52949146369     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/SAM.2008.4606849     Document Type: Conference Paper

References (15)

1. D. H. Johnson and D. E. Dudgeon, Array Signal Processing: Concepts and Techniques, Prentice Hall, 1993.
2. B. C. Ng and C. M. S. See, "Sensor array calibration using a maximum-likelihood approach," IEEE Trans. on Antennas and Propagation, vol. 44, pp. 827-835, June 1996.
3. B. Friedlander and A. J. Weiss, "Direction finding in the presence of mutual coupling," IEEE Transactions on Antennas and Propagation, vol. 39, no. 3, pp. 273-284, 1991.
4. V. Cevher and J. H. McClellan, "Sensor array calibration via tracking with the extended Kalman filter," in Proc. of the the Fifth Ann. Fed. Lab. Symp. on Adv. Sensors, College Park, MD, 20-22 March 2001, pp. 51-56.
5. R. L. Moses, D. Krishnamurthy, and R. Patterson, "An autocalibration method for unattended ground sensors," EURASIP Journal on Applied Signal Processing, vol. 4, pp. 348-358, 2003.
6. A. T. Ihler, J. W. Fisher III, R. L. Moses, and A. S. Willsky, "Non-parametric belief propagation for self-localization of sensor networks," IEEE Journal on Selected Areas in Communications, vol. 23, no. 4, pp. 809-819, 2005.
7. V. Cevher, A. C. Gurbuz, J. H. McClellan, and R. Chellappa, "Compressive wireless arrays for bearing estimation," in ICASSP 2008, Las Vegas, Nevada, March 30 - April 4 2008.
8. A. C. Gurbuz, V. Cevher, and J. H. McClellan, "A compressive beamformer," in ICASSP 2008, Las Vegas, Nevada, March 30-April 4 2008.
9. R. G. Baraniuk, "Compressive Sensing," IEEE Signal Processing Magazine, vol. 24, no. 4, pp. 118-121, 2007.
10. M. S. Arulampalam, S. Maskell, N. Gordon, and T. Clapp, "A tutorial on particle filters for online nonlinear/non-Gaussian Bayesian tracking," IEEE Trans. on Signal Processing, vol. 50, no. 2, pp. 174-188, 2002.
11. C. Taylor, A. Rahimi, J. Bachrach, H. Shrobe, and A. Grue, "Simultaneous localization, calibration, and tracking in an ad hoc sensor network," in IPSN. 2006, pp. 27-33, ACM Press New York, NY, USA.
12. V. Cevher, M. Duarte, and R. G. Baraniuk, "Distributed Target Localization via Spatial Sparsity," in European Signal Processing Conference (EUSIPCO), Lausanne, Switzerland, Aug 2008.
13. E. Candes, "Compressive sampling," in Proceedings of the International Congress of Mathematicians, 2006.
14. D. L. Donoho, "Compressed Sensing," IEEE Transactions on Information Theory, vol. 52, no. 4, pp. 1289-1306, 2006.
15. S. S. Chen, D. L. Donoho, and M. A. Saunders, "Atomic Decomposition by Basis Pursuit," SIAM Journal on Scientific Computing, vol. 20, pp. 33, 1998.