Collaborative multihop transmission of distributed sensor imagery

Applied Optics

Volumn 45, Issue 28, 2006, Pages 7353-7364

  Dagher, Joseph C ^a   Marcellin, Michael W ^a   Neifeld, Mark A ^a  

^a University of Arizona   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

DATA COMMUNICATION SYSTEMS; ENERGY EFFICIENCY; OPTICAL CORRELATION; OPTIMIZATION;

COLLABORATIVE ALGORITHM; COOPERATIVE MULTIHOP ROUTING STRATEGY; ENERGY-EFFICIENT COMMUNICATION;

SENSORS;

ALGORITHM; ARTICLE; COMPUTER ASSISTED DIAGNOSIS; COMPUTER NETWORK; EVALUATION; IMAGE ENHANCEMENT; INFORMATION RETRIEVAL; METHODOLOGY; SIGNAL PROCESSING; TRANSDUCER;

ALGORITHMS; COMPUTER COMMUNICATION NETWORKS; IMAGE ENHANCEMENT; IMAGE INTERPRETATION, COMPUTER-ASSISTED; INFORMATION STORAGE AND RETRIEVAL; SIGNAL PROCESSING, COMPUTER-ASSISTED; TRANSDUCERS;

EID: 33750878437     PISSN: 1559128X     EISSN: 15394522     Source Type: Journal    
DOI: 10.1364/AO.45.007353     Document Type: Article

References (30)

1. D. Estrin, L. Girod, G. Pottie, and M. Srivastava, "Instrumenting the world with wireless sensor networks," in IEEE International Conference on Acoustics, Speech, and Signal Processing (IEEE, 2001), pp. 2033-2036.
2. C. Y. Chong and S. P. Kumar, "Sensor networks: evolution, opportunities, and challenges," Proc. IEEE 91, 1247-1256 (2003).
3. N. Xu, S. Rangwala, K. Chintalapudi, D. Ganesan, A. Broad, R. Govindan, and D. Estrin, "A wireless sensor network for structural monitoring," in Proceedings of the ACM Conference on Embedded Networked Sensor (Association for Computing Machinery, 2004).
4. M. Rahimi, R. Pon, W. J. Kaiser, G. S. Sukhatme, D. Estrin, and M. Srivastava, "Adaptive sampling for environmental robotics," in Proceedings of the 2004 IEEE International Conference on Robotics and Automation (IEEE, 2004), pp. 3537-3544.
5. V. Raghunathan, C. Schurgers, S. Park, and M. B. Srivastava, "Energy-aware wireless microsensor networks," IEEE Signal Process. Mag. 19, 40-50 (2002).
6. S. Dasika, S. Vrudhula, K. Chopra, and R. Srinivasan, "A framework for battery-aware sensor management," in Design, Automation and Test in Europe Conference and Exhibition (IEEE, 2004), pp. 962-967.
7. A. Wang and A. Chandrakasan, "Energy-efficient DSPs for wireless sensor networks," IEEE Signal Process. Mag. 19, 68-78 (2002).
8. D. H. Johnson and D. E. Judgeon, Array Signal Processing: Concepts and Techniques (Prentice Hall, 1993).
9. K. Ramchandran, "'Distributed' signal processing: new opportunities and challenges," in Proceedings of the 2003 IEEE Workshop on Statistical Signal Processing (IEEE, 2003).
10. M. Gastpar and M. Vetterli, "Power-bandwidth-distortion scaling laws for sensor networks," in Third International Symposium on Information Processing in Sensor Networks (IEEE, 2004), pp. 320-329.
11. W. R. Heinzelman, A. Sinha, A. Wang, and A. P. Chandrakasan, "Energy-scalable algorithms and protocols for wireless microsensor networks," in IEEE International Conference on Acoustics, Speech, and Signal Processing (IEEE, 2000), pp. 3722-3725.
12. V. P. Mhatre, C. Rosenberg, D. Kofman, R. Mazumdar, and N. Shroff, "A minimum cost heterogeneous sensor network with a lifetime constraint," IEEE Trans. Mobile Comput. 4, 4-15 (2005).
13. D. Marco, E. J. Duarte-Melo, M. Liu, and D. Neuho, "On the many-to-one transport capacity of a dense wireless sensor network and the compressibility of its data," in International Workshop on Information Processing in Sensor Networks (IEEE, 2003), pp. 35-44.
14. D. S. Taubman and M. W. Marcellin, JPEG2000: Image Compression Fundamentals, Practice and Standards (Kluwer Academic, 2002).
15. D. Slepian and J. K. Wolf, "Noiseless coding of correlated information sources," IEEE Trans. Inf. Theory IT-19, 471-480 (1973).
16. A. Wyner and J. Ziv, "The rate-distortion function for source coding with side information at the decoder," IEEE Trans. Inf. Theory IT-22, 1-10 (1976).
17. R. Wagner, R. Nowak, and R. Baraniuk, "Distributed image compression for sensor networks using correspondence analysis and super-resolution," in Proceedings of the 2003 International Conference on Image Processing (IEEE, 2003), pp. 597-600.
18. M. Wu and C. W. Chen, "Collaborative image transmission over wireless sensor networks," in Proceedings of the 2004 Visual Communications and Image Processing Conference (SPIE, 2004).
19. X. Zhu, A. Aaron, and B. Girod, "Distributed compression for large camera arrays," in 2003 IEEE Workshop on Statistical Signal Processing (IEEE, 2003), pp. 30-33.
20. J. Zhu, C. Qiao, and X. Wang, "A comprehensive minimum energy routing scheme for wireless ad hoc networks," in Proceedings of IEEE INFOCOM (IEEE, 2004), pp. 1437-1445.
21. J. H. Chang and L. Tassiulas, "Maximum lifetime routing in wireless sensor networks," IEEE Trans. Networking, 12, 609-619 (2004).
22. J. C. Dagher, M. W. Marcellin, and M. A. Neifeld, "A theory for maximizing the lifetime of sensor networks," IEEE Trans. Commun. (to be published.)
23. J. C. Dagher, M. W. Marcellin, and M. A. Neifeld, "A method for coordinating the distributed transmission of imagery'' IEEE Trans. Image Process. 15, 1705-1717 (2006).
24. S. J. Baek, G. Veciana, and Xun-Su, "Minimizing energy consumption in large-scale sensor networks through distributed data compression and hierarchical aggregation," IEEE J. Sel. Areas Commun. 22, 1130-1140 (2004).
25. D. Petrovic, R. C. Shah, K. Ramchandran, and J. Rabaey, "Data funneling: routing with aggregation and compression for wireless sensor networks," in IEEE International Workshop on Sensor Network Protocols and Applications (IEEE, 2003), pp. 156-162.
26. S. Pattern, B. Krishnamachari, and R. Govindan, "The impact of spatial correlation on routing with compression in wireless sen-sor networks," in Third International Symposium on Information Processing in Sensor Networks (IEEE, 2004), pp. 28-35.
27. L. Krishnamachari, D. Estrin, and S. Wicker. "The impact of data aggregation in wireless sensor networks," in Twenty-second International Conference on Distributed Computing Systems (IEEE, 2002), pp. 575-578.
28. S. Meguerdichian, F. Koushanfar, M. Potkonjak, and M. B. Srivastava, "Coverage problems in wireless ad-hoc sensor networks," in Proceedings of IEEE INFOCOM (IEEE, 2001), pp. 1380-1387.
29. S. Shakkottai, R. Srikant, and N. Shroff, "Unreliable sensor grids: coverage, connectivity and diameter," in Proceedings of IEEE INFOCOM (IEEE, 2003), pp. 1073-1083.
30. M. Elad and A. Feuer, "Restoration of a single superresolution image from several blurred, noisy, and undersampled measured images," IEEE Trans. Image Process. 6, 1646-1658 (1997).