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Publications

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Working Papers/Preprints


  1. D. S. Kalogerias and W. B. Powell, “Recursive Optimization of Convex Risk Measures: Mean-Semideviation Models,” Working Paper, March 2018.
  2. D. S. Kalogerias and A. P. Petropulu, “Spatially Controlled Relay Beamforming: 2-Stage Optimal Policies,” Working Extended Arxiv Preprint, May 2017.

Journals


  1. D. S. Kalogerias and A. P. Petropulu, “Uniform ε-Stability of Distributed Nonlinear Filtering over DNAs: Gaussian-Finite HMMs,” IEEE Transactions on Signal & Information Processing over Networks, (Special Issue on Inference & Learning over Networks), vol. 2, no. 4, pp. 461 – 476, December 2016.
  2. D. S. Kalogerias and A. P. Petropulu, “Grid Based Nonlinear Filtering Revisited: Recursive Estimation & Asymptotic Optimality,” IEEE Transactions on Signal Processing, vol. 64, no. 16, pp. 4244 – 4259, July 2016.
  3. D.S. Kalogerias and A. P. Petropulu, “Asymptotically Optimal Discrete Time Nonlinear Filters From Stochastically Convergent State Process Approximations,” IEEE Transactions on Signal Processing, vol. 63, no. 13, pp. 3522 – 3536, July 2015.
  4. D. S. Kalogerias and A. P. Petropulu, “Matrix Completion in Colocated MIMO Radar: Recoverability, Bounds & Theoretical Guarantees,” IEEE Transactions on Signal Processing, vol. 62, no. 2, pp. 309 – 321, January 2014.

Conferences/Workshops


  1. A. Dimas, D. S. Kalogerias, C. Koumpouzi and A. P. Petropulu, “Parameter Estimation for Hierarchical Channel Profiling,” 5th IEEE Global Conference on Signal and Information Processing (GlobalSIP 2017), Montreal, Canada, November 2017.
  2. D. S. Kalogerias and A. P. Petropulu, “Spatially Controlled Relay Beamforming,” 2017 Information Theory & Applications Workshop (ITA 2017), San Diego, CA, USA, February 2017 (Graduation Day presentation).
  3. D. S. Kalogerias and A. P. Petropulu, “Enhancing QoS in Spatially Controlled Beamforming Networks via Distributed Stochastic Programming,” 42nd IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2017), New Orleans, LA, USA, March 2017.
  4. D. S. Kalogerias and A. P. Petropulu, “Enhancing QoS in Beamforming Networks: Mobile Beamformers & Optimal Motion Policies,” 55th IEEE Conference on Decision & Control (CDC 2016), Workshop on Communication-Aware Control and Robotics, Las Vegas, NV, USA, December 2016 (invited talk).
  5. D. S. Kalogerias and A. P. Petropulu, “Mobile Beamforming & Spatially Controlled Relay Communications,” 41st IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2016), Shanghai, China, March 2016 (invited, Best Paper of the Special Sessions).
  6. D. S. Kalogerias and A. P. Petropulu, “Distributed Nonlinear Filtering of Partially Observed Markov Chains over WSNs: Truncating the ADMM,” 49th Asilomar Conference on Signals, Systems and Computers (Asilomar 2015), Asilomar Hotel & Conference Grounds, Pacific Grove, CA, USA, November 2015.
  7. D. S. Kalogerias and A. P. Petropulu, “On Pathwise Convergence of Particle & Grid Based Nonlinear Filters: Feller vs Conditional Regularity,” 53rd Annual Allerton Conference on Communication, Control, and Computing (Allerton 2015), Monticello, Illinois, September 29 – October 2, 2015.
  8. D. S. Kalogerias and A. P. Petropulu, “Nonlinear SpatioTemporal Channel Gain Map Tracking in Mobile Cooperative Networks,” 16th IEEE International Workshop on Signal Processing Advances in Wireless Communications (SPAWC 2015), Stockholm, Sweden, June/July 2015.
  9. D. S. Kalogerias and A. P. Petropulu, “RIP Bounds for Naively Subsampled Scrambled Fourier Sensing Matrices,” 48th Annual Conference on Information Sciences & Systems (CISS 2014), Princeton, NJ, USA, March 2014.
  10. D. S. Kalogerias and A. P. Petropulu, “Mobi-Cliques for Improving Ergodic Secrecy in Fading Wiretap Channels under Power Constraints,” 39th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2014), Florence, Italy, May 2014 (Special Session Invited Paper).
  11. D. S. Kalogerias and A. P. Petropulu, “MC-MIMO Radar: Recoverability and Performance Bounds,” 1st IEEE Global Conference on Signal and Information Processing (GlobalSIP 2013), Austin, TX, USA, December 2013.
  12. D. S. Kalogerias, S. Sun and A. P. Petropulu, “Sparse Sensing in Colocated MIMO Radar: A Matrix Completion Approach,” 13th IEEE International Symposium on Signal Processing and Information Technology (ISSPIT 2013), Athens, Greece, December 2013 (Invited Paper).
  13. D. S. Kalogerias and A. P. Petropulu, “On the Coherence Properties of Random Euclidean Distance Matrices,” 14th IEEE International Workshop on Signal Processing Advances in Wireless Communications (SPAWC 2013), Darmstadt, Germany, June 2013.
  14. D. S. Kalogerias, N. Chatzipanagiotis, M. M. Zavlanos and A. P. Petropulu, “Mobile Jammers for Secrecy Rate Maximization in Cooperative Networks,” 38th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2013), Vancouver, Canada, May 2013.
  15. D. S. Kalogerias and A. P. Petropulu, “On the Coherence Properties of Random Euclidean Distance Matrices,” 1st IEEE/ACM workshop on Signal Processing Advances in Sensor Networks (SPAdeS-Nets 2013), Philadelphia, PA, USA, April 2013.

Technical Reports


  1. D. S. Kalogerias and A. P. Petropulu, “Sequential Channel State Tracking & SpatioTemporal Channel Prediction in Mobile Wireless Sensor Networks,” draft available at: Arxiv, 2015.