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Distributed Coding of Correlated Sources and Applications in Sensor Networks
Publications

Theses:

  1. E. Akyol, ``Complexity and delay constrained compression and transmission of information,'' PhD dissertation, June 2011. Open Arcobat Reader PDF document

  2. A. Saxena ,``Distributed coding of spatio-temporally correlated sources,'' PhD dissertation, December 2008. Open Arcobat Reader PDF document

  3. S. Ramaswamy, ``Fusion coding, search and retrieval of correlated data," PhD dissertation, December 2008. Open Arcobat Reader PDF document

Journal Publications:

  1. K. Viswanatha, S. Ramaswamy, A. Saxena and K. Rose, ``Error-resilient and complexity-constrained distributed coding for large scale sensor networks", To be submitted to the ACM Transactions on Sensor Networks.

  2. K. Viswanatha, S. Ramaswamy, A. Saxena and K. Rose, ``On large scale distributed compression for noiseless networks", To be submitted to IEEE Transactions on Signal Processing.

  3. E. Akyol and K. Rose, ``On optimal randomized quantization", To be submitted to the IEEE Transactions on Signal Processing.
  4. K. Viswanatha, E. Akyol and K. Rose, ``An achievable rate region for joint distributed source coding and dispersive information routing," To be submitted to the IEEE Transactions on Information Theory.

  5. E. Akyol and K. Rose, ``Towards optimality in single and multiterminal transform coding", To be submitted to the IEEE Transactions on Information Theory.
  6. E. Akyol, K. Viswanatha and K. Rose, ``On conditions for linearity of optimal estimation," To appear in the IEEE Transactions on Information Theory.

  7. S. Ramaswamy and K. Rose,``Adaptive cluster distance bounding for high-dimensional indexing,'' IEEE Transactions on Knowledge and Data Engineering (TKDE), vol 23, no. 6, pp. 815-130, June 2011.  Open Arcobat Reader PDF

  8. A. Saxena and K. Rose, ``On scalable distributed coding of correlated sources,'' IEEE Transactions on Signal Processing, vol. 58, no. 5, pp. 2875 - 2883, May 2010. Open Arcobat Reader PDF document

  9. S. Ramaswamy, J Nayak and K. Rose,``Fusion coding of correlated sources for storage and selective retrieval,'' IEEE Transactions on Signal Processing, vol. 58, no. 4, pp 1722 - 1731, March 2010. Open Arcobat Reader PDF document

  10. A. Saxena, J. Nayak, and K. Rose,`` Robust distributed source coder design by deterministic annealing,'' IEEE Transactions on
    Signal Processing, vol. 58, no. 2, pp 859 - 868, February 2010. Open Arcobat Reader PDF document

  11. S. Ramaswamy and K. Rose, ``Towards optimal indexing for relevance feedback in large image databases,'' IEEE Transactions on Image Processing, vol 18, no. 12, pp. 2780 - 2789, December 2009. 

  12. A. Saxena and K. Rose, ``Distributed predictive coding for spatio-temporally correlated sources,'' IEEE Transactions on Signal Processing, vol. 57, pp. 4066-4075, October 2009.Open Arcobat Reader PDF document

  13. E. Tuncel, J. Nayak, P. Koulgi, K. Rose, "On complementary graph entropy." IEEE Transactions on Information Theory, vol. 55, no. 6, pp. 2537-2546, June 2009. Open Arcobat Reader PDF document

Conference Publications:

  1. E. Akyol, K. Viswanatha and K. Rose, ``Linarity conditions for optimal estimation from multiple noisy measurements", To appear in IEEE Statistical Signal Processing Workshop (IEEE SSP), August 2012.

  2. E. Akyol and K. Rose, ``On linear transforms in zero-delay Gaussian source channel coding", To appear in IEEE Int. Symp. on Information Theory (ISIT), July 2012.

  3. E. Akyol, K. Viswanatha and K. Rose, ``Combinatorial message sharing and random binning for multiple descriptions coding", To appear in IEEE Int. Symp. on Information Theory (ISIT), July 2012.

  4. K. Viswanatha, E. Akyol and K. Rose, ``Lossy common information of two dependent random variables", To appear in IEEE Int. Symp. on Information Theory (ISIT), July 2012.
  5. K. Viswanatha, S. Ramaswamy, A. Saxena and K. Rose, "Error-resilient and complexity-constrained distributed coding for large scale sensor-networks", Proc. ACM/IEEE Conference on Information Processing in Sensor Networks (IPSN), April, 2012. Open Arcobat Reader PDF
 document

  6. E. Akyol and K. Rose, "Towards optimality in multiterminal transform coding", Proc. IEEE Data Compression Conference (DCC), April, 2012. Open Arcobat Reader PDF
 document

  7. E. Akyol and K. Rose, "On constrained randomized quantization", Proc. IEEE Data Compression Conference (DCC 2012), April, 2012. Open Arcobat Reader PDF
 document

  8. K. Viswanatha, E.Akyol and K. Rose, "A strictly improved achievable region for multiple descriptions using combinatorial message sharing", Proc. IEEE Information Theory Workshop (ITW), October 2011. Open Arcobat Reader PDF

  9. K. Viswanatha, E. Akyol and K. Rose, "An optimal transmit-receive rate tradeoff in Gray-Wyner network and its relation to common information", Proc. IEEE Information Theory Workshop (ITW), October 2011. Open Arcobat Reader PDF

  10. E.Akyol, and K. Rose, "A necessary and sufficient condition for transform optimality in source coding", Proc. IEEE  International Symposium on Information Theory (ISIT), July 2011. Open Arcobat Reader PDF

  11. K. Viswanatha, E. Akyol and K. Rose, "Combinatorial message sharing for a refined multiple descriptions achievable region", Proc. IEEE International Symposium on Information Theory (ISIT), July 2011. Open Arcobat Reader PDF (Pre-print)

  12. K. Viswanatha, E. Akyol and K. Rose, "An achievable rate region for distributed source coding and dispersive information routing", Proc. IEEE International Symposium on Information Theory (ISIT), July 2011. Open Arcobat Reader PDF (Pre-print)

  13. E. Akyol, K. Viswanatha, and K. Rose, "On multidimensional optimal estimators: Linearity conditions", Proc. IEEE Statistical Signal Processing Workshop, June 2011.Open Arcobat Reader PDF

  14. K. Viswanatha, S. Ramaswamy, A. Saxena, K. Rose "A classifier based decoding approach for large scale distributed coding", Proc. IEEE International Conference on Acoustics Speech and Signal Processing (ICASSP), May 2011. Open Arcobat Reader PDF

  15. K. Viswanatha, E. Akyol and K. Rose, "On optimum communication cost for joint compression and dispersive information routing,” Proc. IEEE Information Theory Workshop (ITW), August 2010. Open Arcobat Reader PDF document

  16. E. Akyol, K. Viswanatha and K. Rose, "On conditions for linearity of optimal estimation,” Proc. IEEE Information Theory Workshop (ITW), August 2010. Open Arcobat Reader PDF document

  17. K. Viswanatha, E. Akyol, S. Ramaswamy and K.Rose, "Distributed source coding and dispersive information routing: an integrated approach with networking and database applications,” European Signal Processing Conference (EUSIPCO), invited, special session on Distributed Source Coding, August 2010. Open Arcobat Reader PDF document

  18. K. Viswanatha, E. Akyol, and K.Rose, "Towards optimum cost in multi-hop networks with arbitrary network demands ", Proc. IEEE International Symposium on Information Theory (ISIT), June 2010. Open Arcobat Reader PDF document

  19. E. Akyol, K. Rose, and T. Ramstad, "Optimized analog mappings for distributed source channel coding", Proc. IEEE Data
    Compression Conference (DCC), March 2010. Open Arcobat Reader PDF document

  20.  E. Akyol, K. Rose, and T. Ramstad, "Optimal mappings for joint source channel coding", IEEE Information Theory Workshop
    (ITW), January 2010 Open Arcobat Reader PDF document

  21. A. Saxena and K. Rose, ``Scalable distributed source coding,'' Proc. IEEE International Conference on Acoustics Speech and Signal Processing (ICASSP), April 2009. (Best Student Paper Finalist --- Top 1%) 

  22. J. Singh, A. Saxena, K. Rose and U. Madhow, ``Optimization of correlated source coding for for event-based compression in sensor networks,'' Proc. IEEE Data Compression Conference (DCC), March 2009. Open Arcobat Reader PDF document

  23. S. Ramaswamy, K. Viswanatha, A. Saxena and K. Rose,``Towards large scale distributed coding", IEEE International Conference on Acoustics Speech and Signal Processing (ICASSP), March 2010 Open Arcobat Reader
PDF document

  24. E.Akyol and K. Rose, ``Nonuniform dithered quantization,'' Proc. IEEE Data Compression Conference (DCC), March 2009. Open Arcobat Reader PDF document

  25. E.Akyol and K. Rose, ``On transform coding with dithered quantizers,'' Proc. IEEE Data Compression Conference (DCC), March 2009. Open Arcobat Reader PDF document

  26. S. Ramaswamy and K. Rose, ``Fast adaptive Mahalanobis distance-based search and retrieval in image databases,'' Proc. IEEE International Conference on Image Processing (ICIP), October 2008. Open Arcobat Reader PDF document

  27. A. Saxena and K. Rose, ``On distributed quantization in scalable and predictive coding,'' Sensor, Signal and Information Processing (SENSIP) Workshop, May 2008. Open Arcobat Reader PDF document

  28. A. Saxena and K. Rose, ``Distributed multi-stage coding of correlated sources,'' Proc. IEEE Data Compression Conference (DCC), pp.312-321, March 2008. Open Arcobat Reader PDF document

  29. S. Ramaswamy and K. Rose, ``Shared descriptions fusion coding for storage and selective retrieval of correlated sources,'' Proc. IEEE Data Compression Conference (DCC), March 2008. Open Arcobat Reader PDF document

All Publications of SCL