Journal Publications

Listed in reverse chronological order

  1. Namvar, V. Krishnamurthy, G. Yin, Adaptive Search Algorithms for Discrete Stochastic Optimization: A Smooth Best-Response Approach, IEEE Transactions Automatic Control, 2017.
  2. V. Krishnamurthy, S, Bhatt, Sequential Detection of Market shocks with Risk-averse CVaR Social Sensors, IEEE Journal Selected Topics in Signal Processing, Vol.10, No.6, pp.1061–1072, 2016.

  3. A. Aprem, V. Krishnamurthy, Utility Change Point Detection in Online Social Media: A Revealed Preference Framework, IEEE Transactions Signal Processing, 2016 (12 printed pages).

  4. V. Krishnamurthy, E. Leoff, J. Sass, Filterbased Stochastic Volatility in Continuous- Time Hidden Markov Models, Econometrics and Statistics, 2016.

  5. W. Hoiles, V. Krishnamurthy, A. Aprem, PAC Algorithms for Detecting Nash Equilibrium Play in Social Networks: From Twitter to Energy Markets, IEEE Access Journal, Vol.4, Nov., pp.8147–8161, 2016.

  6. Namvar, W Hoiles and V. Krishnamurthy, Detection of Homophilic Communities and Coordination of Interacting Meta-Agents: A Game-Theoretic Viewpoint, IEEE Transactions on Signal and Information Processing over Networks, 2016.
  7. W. Hoiles, V. Krishnamurthy The Effect of Tethers on Artificial Cell Membranes: A Coarse-Grained Molecular Dynamics Study, PLOS ONE, Oct 2016 (20 printed pages).

  8. S. Tanzil, O, Namvar and V. Krishnamurthy, A Distributed Coalition Game Approach to Femto-Cloud Formation, IEEE Transactions on Cloud Computing, 2016 (12 printed pages).
  9. Hoiles, V. Krishnamurthy, Dynamic Modeling of Antimicrobial Pore Formation in Engineered Tethered Membranes, IEEE Transactions on Molecular, Biological, and Multi-Scale Communications, 2015.
  10. Krishnamurthy and W. Hoiles, Information Diffusion in Social Sensing, Journal of Numerical algebra, Control and Optimization (American Institute of Mathematical Sciences), 2015.
  11. Hoiles, O. Namvar, V. Krishnamurthy, N. Dao and H. Zhang, Adaptive Caching in the YouTube Content Distribution Network: A Revealed Preference Game-Theoretic Learning Approach, IEEE Transactions on Cognitive Communications and Networking, 2015. (invited)
  12. Ghasemi, V. Krishnamurthy, J. Marti, Robust Meter Placement for State Estimation in Active Distribution Systems, IEEE Transactions Smart Grid, 2014.
  13. Krishnamurthy, W. Hoiles, Online Reputation and Polling Systems: Data Incest, Social Learning and Revealed Preferences, IEEE Transactions Computational Social Sciences, Jan. 2015.
  14. Hoiles, V. Krishnamurthy, Nonparametric Demand Forecasting and Detection of Demand-Responsive Consumers, IEEE Transactions Smart Grid, Dec. 2014.
  15. Krishnamurthy, U. Pareek, Myopic Bounds for Optimal Policy of POMDPs: An extension of Lovejoy’s structural results, Operations Research, 2015.
  16. Krishnamurthy and C. Rojas, Reduced Complexity HMM Filtering with Stochastic Dominance Bounds: A Convex Optimization Approach, IEEE Transactions Signal Processing, 2014.
  17. Fanaswala and V. Krishnamurthy, Syntactic Models For Trajectory Constrained Track-Before-Detect, IEEE Transactions Signal Processing, 2014.
  18. Fanaswala and V. Krishnamurthy, Spatio-Temporal Trajectory Models For Meta-Level Target Tracking, IEEE Aerospace and Electronic Systems Magazine, 2015.
  19. Hoiles, B. Cornell, V. Krishnamurthy. An Engineered Membrane to Measure Electroporation: Effect of Tethers and Bioelectronic Interface, Biophysical Journal, 2014.
  20. Hoiles, V. Krishnamurthy, B. Cornell, Modelling the Bioelectronic Interface in Engineered Tethered Membranes: From Biosensing to Electroporation, IEEE Transactions on Biomedical Circuits and Systems, 2015.
  21. Hamdi, V. Krishnamurthy, G. Yin, Tracking a Markov-Modulated Stationary Degree Distribution of a Dynamic Random Graph, IEEE Transactions Information Theory, 2014.
  22. Hoiles, V. Krishnamurthy, Membrane Bound Molecular Machines for Sensing, Journal of Analytical & Bioanalytical Techniques, 2014.
  23. Krishnamurthy and H.V. Poor, A Tutorial on Interactive Sensing in Social Networks, IEEE Transactions Computational Social Systems, Vol.1, No.1, (Inaugural Issue), 2014.
  24. Beygi, V. Krishnamurthy, Biosensor Arrays for Estimating Molecular Concentration in Fluid Flows, IEEE Transactions Signal Processing, Vol.62, No.1, pp.239–251, Jan. 2014.
  25. Krishnamurthy, How to schedule measurements of a noisy Markov chain in decision making?, IEEE Transactions Information Theory, Vol.59, No.7, pp.4440–4461, 2013.
  26. Namvar, V. Krishnamurthy and G. Yin, Distributed Tracking of Correlated -Equilibria in Regime Switching Noncooperative Games, IEEE Transactions Automatic Control, pp.2435–2450, 2013.
  27. O. Namvar. V. Krishnamurthy and G. Yin, Distributed Energy-Aware Diffusion Least Mean Squares: Game-Theoretic LearningIEEE Journal Selected Topics in Signal Processing, Vol.7, No.5, pp.821–836, 2013.

  28. Krishnamurthy and H.V, Poor, Social Learning and Bayesian Games in Multiagent Signal Processing, IEEE Signal Processing Magazine, Vol.30, No.3, pp.43–57, 2013.
  29. Krishnamurthy, M. Hamdi, Mis-information Removal In Social Networks: Dynamic Constrained Estimation on Directed Acyclic Graphs, IEEE Journal Selected Topics in Signal Processing, Vol.7, No.2, pp.333–346, 2013.
  30. Fanaswalla, V. Krishnamurthy, Detection of anomalous trajectory patterns in target tracking using Stochastic Context Free Grammars and Reciprocal Processes, IEEE Journal Selected Topics in Signal Processing, Vo.7, No.1, pp.76–90, Jan., 2013.
  31. Abolfath Beygi and V. Krishnamurthy, Multiple Surface-based Sensors for Enhanced Molecular Detection in Fluid Flow Systems, IEEE Sensors Journal, Vol.13, No.4, pp.1265–1273, 2013.
  32. Hoiles, V. Krishnamurthy, Mathematical Models for Sensing Devices Constructed out of Artificial Cell Membranes, Nanoscale Systems: Mathematical Modeling, Theory and Applications, pp.143–171, Dec.2012.
  33. Krishnamurthy and W. Hoiles, Afriat’s Test for Detecting Malicious Agents, IEEE Signal Processing Letters, Vol.19, No.12, pp.801–804, 2012.
  34. Namvar, A. Attar, V. Krishnamurthy, Collaborative Sub-channel Allocation in UMTS LTE Femto-Cells: A Cooperative Game Theory Approach, IEEE Transactions on Communications, Vol.61, No.1, pp.325–334, Jan., 2013.
  35. Topley and V. Krishnamurthy, Average-Consensus in a Deterministic Framework: Part 1 Strong Connectivity, IEEE Transactions on Signal Processing, Vol.60, No.12, pp.6590–6603, Dec., 2012.
  36. Topley and V. Krishnamurthy, Average-Consensus in a Deterministic Framework: Part 2 Central Connectivity, IEEE Transactions on Signal Processing, Vol.60, No.12, pp.6604–6616, Dec., 2012.
  37. V. Krishnamurthy, B. Cornell, A Molecular Machine Biosensor : Construction, Predictive Models and Experimental Studies, Biosensors and Bioelectronics, Vol.34, No.1, pp.261–266, April 2012 (Impact Factor 5.4).

  38. Krishnamurthy, Quickest Time Detection with Social Learning: Interaction of Local and Global Decision Makers,  IEEE Transactions Information Theory, 2012.
  39. Krishnamurthy, Bayesian Sequential Detection with Phase-Distributed Change Time and Nonlinear Penalty – A Lattice Programming Approach, IEEE Transactions Information Theory, October 2011.
  40. Wanasundara, V. Krishnamurthy, S.H. Chung, Free Energy Calculations of Gramicidin Dimer Dissociation, Journal of Physical Chemistry, Vol.115(46), pp.13765– 13770, 2011. (Impact factor 4.8)

  41. Krishnamurthy, Engineering aspects of Biological Ion Channels – From Biosensors to Computational Models for Permeation, Protoplasma. 2011.
  42. Huang, V. Krishnamurthy, Cognitive Base Stations in LTE/3GPP Femtocells: A Correlated Equilibrium Game-Theoretic Approach, IEEE Transactions Communications, Vol.59, No.12, pp.3485–3493, Dec. 2011.
  43. Krishnamurthy, F. Vazquez-Abad, Gradient Based Policy Optimization of Constrained Unichain Markov Decision Processes, Festschrift for Robert Elliott’s 70th Birthday, World Scientific, 2012.
  44. Zoubir, V. Krishnamurthy, A. Sayed, Signal Processing Theory and Method, IEEE Signal Processing Magazine, Vol.28, No.5, pp.152–156, Sept. 2011. (invited).
  45. Krishnamurthy, R. Bitmead, M. Gevers, E. Miehling, Sequential Detection with Mutual Information Stopping Cost: Application in GMTI Radar, IEEE Transactions Signal Processing, Vol.60, No.2, pp.700–714, Feb. 2012.
  46. Krishnamurthy, Networks of Biosensors: Decentralized Activation and Social Learning, European Journal of Control, 2011 (invited).
  47. Krishnamurthy, M. Fanaswalla, Intent Inference via Syntactic Tracking, Digital Signal Processing, Vol2. No.5, pp.648–659, 2011.
  48. Krishnamurthy, Decentralized Activation in Sensor Networks – Global Games and Adaptive Filtering Games, Digital Signal Processing, Vol.21, No.5, pp. 638–647, 2011.
  49. Wang, V. Krishnamurthy, B. Bhashyam, Intent Inference and Syntactic Tracking with GMTI Measurements, IEEE Transactions Aerospace and Electronic Systems, Vol.47, No.4, pp.2824–2843, October 2011.
  50. Attar, V. Krishnamurthy, O Namvar, Interference Management Using Cognitive Base-Stations for UMTS LTE, IEEE Communications Magazine, Vol.49, No.8, pp.152–159, 2011.
  51. Mansour, P. Nasipolous and V. Krishnamurthy, Rate and Distortion Modeling of CGS/MGS Coded Scalable Video Content, IEEE Transactions Multimedia, Vol.13, No.2, pp.165–180, April 2011.
  52. Attar and V. Krishnamurthy, Interference Diversity Gain and its application in UMTS LTE: Capacity Maximization and QoS Guarantee Strategies, IEEE Transactions Communications, Vol.59, No.1, pp.248–257, January 2011.
  53. Krishnamurthy and K. Luk, Semi-Markov Models for Brownian Dynamics Permeation in Biological Ion Channels, IEEE/ACM Transactions Computational Biology, pp.273–281, 2011.
  54. Ghassemi and V. Krishnamurthy, Separable Approximation for Solving the Sensor Subset Selection Problem, IEEE Transactions Aerospace and Electronic Systems, Vol.47, No.1, pp.557–568, 2011.
  55. Pillutla and V. Krishnamurthy, A price based Decentralized Rate Selection in IEEE 802.11 based WLANS, Springer Wireless Personal Communications, Special Issue on ”Adaptive communication in wireless networks”, Vol.56, pp.517–534, 2011.
  56. J Liu, H. Bourlad, V. Krishnamurthy, S. Pentland, S. Wicker, Introduction to the Special Issue on Signal and Information Processing for Social Networks, IEEE Journal Selected Topics in Signal Processing, Vol.4, No.4, pp673–676, Aug.2010.
  57. Yu, B. Sun, V. Krishnamurthy, S. Ali, Application layer QoS optimization for multimedia transmission over cognitive radio networks, Wireless Networks, pp.371–383, 2010.
  58. Namvar and V. Krishnamurthy,Dynamic Coalition Formation for Sleep Time Allocation in Wireless Sensor Networks, IEEE Transactions Signal Processing, Vol.58, No.8, pp.4322–4338, 2010.
  59. Huang, H. Mansour, V. Krishnamurthy, A Dynamical Games Approach to Transmission Rate Adaptation in Multimedia WLAN, IEEE Transactions Signal Processing, Vol.58, No.7, pp.3635–3646, 2010.
  60. V. Krishnamurthy, S. Monfared. B. Cornell, Ion-Channel Biosensors – Part II: Dynamic Modeling, Analysis and Statistical Signal Processing, IEEE Transactions Nanotechnology, (Special Issue on Nanoelectronic Interface to Biomolecules and Cells), Vol.9, No.3, pp.313–321, 2010.

  61. V. Krishnamurthy, S. Monfared. B. Cornell, Ion-Channel Biosensors – Part I: Construction, Operation and Clinical Studies, IEEE Transactions Nanotechnology, (Special Issue on Nanoelectronic Interface to Biomolecules and Cells), Vol.9, No.3, pp.303– 312, 2010.

  62. Krishnamurthy, Editorial as Editor in Chief, IEEE Journal Selected Topics in Signal Processing, page 1, Feb.2010, Vol.4. No.1.
  63. Ngo and V. Krishnamurthy, Monotonicity of Constrained Optimal Transmission Policies in Correlated Fading Channels with ARQ, IEEE Transactions Signal Processing, pp.438–451, Vol.58, No.1, 2010.
  64. Huang, V. Krishnamurthy, Transmission control in cognitive radio as a Markovian dynamic game: Structural result on randomized threshold policies, IEEE Transactions Communications, Vol.58, No.1, pp.301–310, Jan.2010.
  65. Gordon, V. Krishnamurthy, and S.H. Chung, Generalized Langevin models of molecular dynamics simulations, with applications to ion channels, Journal of Chemical Physics, Vol.131, 11 pages, 2009.
  66. Huang, H. Mansour, V. Krishnamurthy, Transmission Control Games for Scalable Video Coding in Wireless Multimedia Networks, IEEE Multimedia Communications Technical Commiteee E-letter. Vol.4, No.8, pp.11–13, September 2009.
  67. Huang, V. Krishnamurthy, Game Theoretic Issues in Cognitive Radio Systems, Journal of Communications, Special issue on ”Cognitive Radio Enabled Communication and Networking”, Vol.4, No.10, pp.790–802, Nov.2009 (Invited)
  68. Fallah, H. Mansour, P. Nasiopolous, V. Krishnamurthy, Dynamic Resource Allocation for MGS H.264/AVC Video Transmission over Link-Adaptive Networks, IEEE Transactions Multimedia, Vol.11, No.8, pp.1478–1491, Dec.2009.
  69. Krishnamurthy, K. Topley and G. Yin, Consensus Formation in a two-time-scale Markovian System, SIAM Journal Multiscale Modeling and Simulation, Vol.7, No.4, pp.1898–1927, 2009.
  70. Krishnamurthy, D. Djonin, Optimal Threshold Policies for Multivariate POMDPs in Radar Resource Management, IEEE Transactions Signal Processing, Vol.57, No.10, pp.3954–3969, 2009.
  71. Krishnamurthy, Decentralized Spectrum Access amongst Cognitive Agents – An Interacting Multivariate Global Games Approach, IEEE Transactions Signal Processing, Vol.57, No.10, pp.3999-4013, Oct.2009.
  72. Ngo and V. Krishnamurthy, Optimality of Threshold Policies for Transmission Scheduling in Correlated Fading Channels, IEEE Transactions Communications, Vol.57, No.8, pp.2474–2483, August 2009.
  73. Issariyakul, L. Pillutla and V. Krishnamurthy, Tuning Radio Resource in an Overlay Cognitive Radio Network for TCP: Greed Isn’t Good, IEEE Communications Magazine, Vol.47, No.7, pp57–63, July 2009.
  74. Krishnamurthy, B. Wahlberg, Partially Observed Markov Decision Process Multi-armed Bandits – Structural Results, Mathematics of Operations Research, Vol.34, No.2, pp.287–302, May 2009.
  75. Farrokh, V. Krishnamurthy and R. Schober, Optimal Adaptive Modulation and Coding with Switching Costs, IEEE Transactions Communications, Vol.57, No.3, pp.697–706, March 2009.
  76. Maskery, V. Krishnamurthy, Q. Zhao, Decentralized Dynamic Spectrum Access for Cognitive Radios: Cooperative Design of a Non-cooperative Game, IEEE Transactions Communications, Vol.57, No.2, pp.459–469, Feb.2009.
  77. Issariyakul and V. Krishnamurthy, Amplify-and-Forward Cooperative Diversity Wireless Networks: Model, Analysis, and Monotonicity Properties, IEEE/ACM Transactions Networking, Vol.17, No.1, pp.225–238, Feb, 2009.
  78. Krishnamurthy , M. Maskery, G. Yin, Decentralized Adaptive Filtering Algorithms for Sensor Activation in an Unattended Ground Sensor Network: A Correlated Equilibrium Game Theoretic Analysis, IEEE Transactions Signal Processing, Vol.56, No.12, pp.6086–6101, Dec.2008.
  79. Krishnamurthy, Decentralized Activation in Dense Sensor Networks via Global Games, IEEE Transactions Signal Processing, Vol.56, No.10, pp.4936–4950, Oct.2008.
  80. Mansour, V, Krishnamurthy, P. Nasiopoulos, Channel Aware Multiuser Scalable Video Streaming over Lossy Under-Provisioned Channels: Modelling and Analysis, IEEE Transactions Multimedia, Vol.10, No.7, pp.1366–1381, Nov.2008.
  81. Gordon, V. Krishnamurthy, S. H. Chung, Generalized Langevin Equation Model for Permeation in Ion Channels, Molecular Physics, Vol.106, No.11, pp.1353–1361, June 2008.
  82. Elliott, V. Krishnamurthy, J. Sass, Moment based regression algorithms for drift and volatility estimation in continuous-time Markov switching models, Econometrics Journal, Vol.11, pp.244-270, 2008.
  83. Ngo, V. Krishnamurthy, L. Tong, Optimal Channel-Aware ALOHA Protocol for Random Access in WLANs with Multipacket Reception and Decentralized Channel State Information, IEEE Transactions Signal Processing, Vol.56, No.6, pp.2575–2588, 2008.
  84. Hoyles, V. Krishnamurthy, M. Siksik and S.H. Chung, Brownian Dynamics Theory for Predicting Internal and External Blockages of Tetraethylamonium in the KcsA Potassium Channel, Biophysical Journal, Vol.94, pp.366–378, January 2008. (Impact factor 4.325)
  85. Ng, T, Vora, V. Krishnamurthy and S.H. Chung, Estimating the dielectric constant of the channel protein and pore, European Biophysics Journal, Vol.37, pp.213–222, 2008. (Impact factor 1.825)
  86. Wang and V. Krishnamurthy, Signal Interpretation of Multifunction Radars: Modeling and Statistical Signal Processing with Stochastic Context Free Grammar, IEEE Transactions Signal Processing, Vol.56, No.3, pp.1106–1119, March 2008.
  87. Wang, V. Krishnamurthy, Mobility Enhanced Smart Antenna Adaptive Sectoring for Uplink Capacity Maximization in CDMA Cellular Networks, IEEE Transactions Communications, Vol.56, No.5, pp.743–753, May 2008.
  88. Krishnamurthy, D. Djonin, Structured Threshold Policies for Dynamic Sensor Scheduling–A Partially Observed Markov Decision Process Approach, IEEE Transactions Signal Processing, Vol.55, No.10, pp.4938–4957, Oct.2007.
  89. Djonin and V. Krishnamurthy, MIMO Transmission Control in Fading Channels – A Constrained Markov Decision Process Formulation with Monotone Randomized Policies, IEEE Transactions Signal Processing, Vol.55, No.10, pp.5069–5083, Oct.2007.
  90. Krishnamurthy, K. Luk, B. Cornell, D. Martin, Gramicidin Ion Channel based Nano-Biosensors: Construction, Stochastic Dynamical Models and Statistical Detection Algorithms, IEEE Sensors Journal, Vol.7, No.9, pp.1281–1288, September 2007.
  91. S Ali, V. Krishnamurthy, V. Leung, Mobility Assisted Opportunistic Scheduling in Cellular Data Networks, IEEE Transactions Mobile Computing, Vol.6, No.6, pp.633–648, June, 2007.
  92. Visnevski, V Krishnamurthy, A. Wang and S. Haykin, Syntatic Modeling and Signal Processing of Multifunction Radars: A Stochastic Context Free Grammar Approach, Proceedings of the IEEE, Special Issue on Large Scale Dynamic Systems, Vol.95, No.5, pp.1000–1025, May, 2007. (Invited Paper)
  93. Krishnamurthy and S.H. Chung, Large-scale Dynamical Models and Estimation for Permeation in Biological Membrane Ion Channels, Proceedings of the IEEE, Special Issue on on Large Scale Dynamic Systems, Vol.95, No.5, pp.853–880, May 2007. (Invited Paper)
  94. Maskery, V. Krishnamurthy and C. O’Regan, Decentralized Algorithms for Netcentric Force Protection against Anti-Ship Missiles, IEEE Transactions Aerospace and Electronic Systems, Vol.43, No.4, pp.1351–1372, October 2007.
  95. Chen, Q, Zhao, V. Krishnamurthy, D. Djonin, Transmission Scheduling for Optimizing Sensor Network Lifetime: A Stochastic Shortest Path Approach, IEEE Transactions Signal Processing, Vol.55, No.5, pp.2294–2309, 2007.
  96. Djonin and V. Krishnamurthy, Q-Learning Algorithms for Constrained Markov Decision Processes with Randomized Monotone Policies: Applications in Transmission Control, IEEE Transactions Signal Processing, Vol.55, No.5, pp.2170–2181, 2007.
  97. Maskery and V. Krishnamurthy, Network-Enabled Missile Deflection: Games and Correlated Equilibrium, IEEE Trans. Aerospace & Electronic Systems, Vol.43, No.3, pp.843–863, July 2007.
  98. Renugopalakrishnan, V. Krishnamurthy, Preface: A Special Section on Bionanotubes, Journal of Nanoscience and Nanotechnology, Vol.7, pp.i-iii, July 2007.
  99. Krishnamurthy, T. Vora, S.H Chung, Adaptive Brownian Dynamics Algorithms for Estimating the Shape of Sodium Ion Channels, Journal of Nanoscience and Nanotechnology, Vol.7, pp.2273–2282, July 2007. (invited).
  100. Ngo, V. Krishnamurthy, Game Theoretic Cross Layer Transmission Policies in Multipacket Reception Wireless Networks, IEEE Trans Signal Processing, Vol.55, No.5, pp.1911–1927, May 2007.
  101. Yin, C. Ion and V. Krishnamurthy, How does a Stochastic Approximation Algorithm Adapt to a Randomly Evolving Optimum with Jump Markov Sample Paths, Mathematical Programming B., (Special Issue dedicated to B.T. Polyak’s 70th Birthday), 2007, 33 pages.
  102. Jang, X. Wang, V. Krishnamurthy, Discrete Stochastic Approximation Algorithms for Design of Optimal Sensor Fusion Rules, International Journal of Security and Networks, Special Issue on Theoretical and Algorithmic Aspects in Sensor Networks, Vol.2, No.3/4, 2007.
  103. Yu, V. Krishnamurthy, Optimal Joint Session Admission Control in Integrated WLAN and CDMA Cellular Network, IEEE Transactions Mobile Computing, Vol.6, No.1, pp.126–139, Jan 2007.
  104. Krishnamurthy, M. Hoyles, R. Saab, S.H. Chung, Permeation in Gramicidin Ion Channels by Directly Estimating the Potential of Mean Force using Brownian Dynamics Simulation, Journal of Computational and Theoretical Nanoscience, Vol.3, pp.702–711, 2006.
  105. Yu and V. Krishnamurthy, Cross-Layer Radio Resource Allocation in Packet CDMA Wireless Mobile Networks, ACM/Baltzer Wireless Networks, Oct. 2006, (published online; 16 pages).
  106. Farrokh, V. Krishnamurthy, Opportunistic Scheduling for Streaming Users in HSDPA Mutimedia Systems, IEEE Transactions Multimedia, Vol.8, No.4, pp.844–855, August 2006.
  1. Krishnamurthy and S.H. Chung, Adaptive Brownian Dynamics Simulation for Estimating Potential of Mean Force in Ion Channel Permeation, IEEE Transactions Nanobioscience, Vol.5, No.2, pp.126–138, June 2006.
  2. Krishnamurthy, G. Yin, Controlled Hidden Markov Models for Dynamically Adapting Patch Clamp Experiment to Estimate Nernst Potential of Single-Ion Channels, IEEE Trans NanoBioScience, Vol.5, No.2, pp.115–125, June 2006.
  3. Wintenby, V. Krishnamurthy, Hierarchical Resource Management in Adaptive Airborne Surveillance Radars – A Stochastic Discrete Event System Formulation, IEEE Transactions Aerospace & Electronic Systems, Vol.42, No.2, pp.401–420, April 2006.
  4. Wang, V. Krishnamurthy, J. Wang, Stochastic Gradient Algorithms for Design of Minimum Error-rate Linear Dispersion Codes in MIMO Wireless Systems, IEEE Transactions Signal Processing, Vol.54, No.4, pp.1242–1255, April 2006.
  5. Yu, V. Krishnamurthy, Effective Bandwidth of Multimedia Traffic in Packet Wireless CDMA Networks with LMMSE Receivers – a Cross Layer Perspective, IEEE Transactions Wireless Communications, Vol.5, No.3, pp.525–530, March 2006.
  6. Yu, V. Krishnamurthy, V. Leung, Cross-Layer Optimal Connection Admission Control for Variable Bit Rate Multimedia Traffic in Packet Wireless CDMA Networks, IEEE Transactions Signal Processing, Vol.54, No.2, pp.542–555, Feb. 2006.
  7. Johnston and V. Krishnamurthy, Opportunistic File Transfer over a Fading Channel – A POMDP Search Theory Formulation with Optimal Threshold Policies,IEEE Transactions Wireless Communications, Vol.5, No.2, pp. 394–405, Feb. 2006.
  8. Berenguer, X. Wang and V. Krishnamurthy, Adaptive MIMO Antenna Selection via Discrete Stochastic Optimization, IEEE Transactions Signal Processing, Vol.53, No.11, pp.4315–4329, Nov.2005.
  9. Yu and V. Krishnamurthy Efficient Radio Resource Management in Integrated WLAN/CDMA Mobile Networks, Telecommunication Systems Journal, pp.177–192, September 2005, Springer Verlag.
  10. Yin and V. Krishnamurthy Analysis of LMS Algorithm for Slowly Varying Markovian Parameters – Tracking Slow Hidden Markov Models and Adaptive Multiuser Detection in DS/CDMA, IEEE Transactions Information Theory, Vol.51, No.7, pp.2475–2490, July 2005.
  11. Evans, V. Krishnamurthy and G. Nair, Networked Sensor Management and Data Rate Control for Tracking Maneuvering Targets, IEEE Transactions on Signal Processing, Vol.53, No.6, pp.1979–1991, June 2005.
  12. Yin and V. Krishnamurthy, Least Mean Squares Algorithms with Markov Regime Switching Limit, IEEE Transactions Automatic Control, Vol.50, No.5, pp.577–593, May 2005.
  13. Krishnamurthy, C. Athaudage, D. Huang, Adaptive OFDM Synchronization Algorithms Based on Discrete Stochastic Approximation, IEEE Transactions Signal Processing, Vol.53, No.4, pp.1561–1574, April 2005.
  14. Krishnamurthy and S.H. Chung, Brownian Dynamics Simulation for Modeling Ion Permeation Across Bio-Nanotubes, IEEE Transactions NanoBioScience, Vol.4, pp.102–111, March 2005.
  15. Krishnamurthy and S.H. Chung, Ion channels – estimation and control at macroscopic and nano scales, Australian Journal of Electrical & Electronics Engineering, Vol.2, No.1, pp.59–68, 2005 (invited paper).
  16. Krishnamurthy, Decentralized Emission Management for Low Probability of Intercept Sensor Platforms in Network Centric Warfare, IEEE Transactions Aerospace & Electronic Systems, Vol.41, No.1, pp.133–152, Jan 2005.
  17. Krishnamurthy, N.T. Bui and H.V. Poor, On-line Bayesian Based Activity Detection in DS/CDMA Networks, IEEE Transactions Signal Processing, Vol.53, No.1, pp.371–375, Jan 2005.
  18. Krishnamurthy, Dynamic Ion Channel Activation in Patch Clamp on a Chip, IEEE Transactions NanoBioScience, Vol.3, No.3, pp.217–224, September 2004.
  19. Krishnamurthy, X. Wang and G.Yin, Spreading Code Optimization and Adaptation in CDMA via Discrete Stochastic Approximation, IEEE Transactions on Information Theory, Vol.50, No.9, pp.1927–1949, Sept.2004.
  20. Yin, V. Krishnamurthy and C. Ion, Regime Switching Stochastic Approximation Algorithms with Application to Adaptive Discrete Stochastic Optimization, SIAM Journal on Optimization, Vol.14, No.4, pp.1187–1215, 2004.
  21. Buzzi, V. Krishnamurthy, M. Lops, H. Vincent Poor, Blind Multiuser Detection in Multirate CDMA based on Cyclic LMS Adaptation, Wireless Personal Communications, Vol.27, No.4, pp.293-320, January 2004.
  22. Krishnamurthy and S.H. Chung, Adaptive Learning Algorithms for Nernst Potential and Current-Voltage Curves in Nerve Cell Membrane Ion Channels, IEEE Transactions NanoBioscience, Vol.2, No.4, pp.266–278, December 2003.
  23. Krishnamurthy and S. Dey, Reduced Complexity Spatio-Temporal Image-Based Tracking Filters for Maneuvering Targets, IEEE Transactions Aerospace and Electronic Systems, Vol.39, No.4, pp.1277–1291, Oct. 2003.
  24. D. Charalambous, R.J. Elliott, V. Krishnamurthy, Conditional Moment Generating Functions for Integrals and Stochastic Integrals, SIAM Journal of Control and Optimization, Vol.42, No.5, pp.1578-1603, 2003.
  25. Krishnamurthy, R.J. Evans, Correction to Hidden Markov Model Multi-arm Bandits: A Methodology for Beam Scheduling in Multi-Target Tracking, IEEE Trans Signal Processing, Vol.51, No.6, pp.1662–1663, June 2003.
  26. Yin, V. Krishnamurthy and C. Ion, Iterate-Averaging Sign Algorithms for Adaptive Filtering with Applications to Blind Multiuser Detection, IEEE Transactions Information Theory, Vol.49, No.3, Vol.48, No.3, pp.657–671, March 2003.
  27. Singh and V. Krishnamurthy, The optimal search for a Markovian target when the search path is constrained: the infinite horizon case, IEEE Transactions Automatic Control, Vol.48, No.3, pp.487–492, March 2003.
  28. T. Bui, V. Krishnamurthy and R.J. Evans, Detection Aided Recursive Least Squares Adaptive Multiuser Detection in DS/CDMA, IEEE Signal Processing Letters, Vol.9, No.8, pp.229–232, 2002.
  29. Krishnamurthy and R.J. Elliott, Robust Continuous-time Smoothers – without two-sided stochastic integrals, IEEE Trans Automatic Control, Vol.47. No.11, pp.1824–1841, November 2002.
  30. Krishnamurthy, Algorithms for Optimal Scheduling and Management of Hidden Markov Model Sensors, IEEE Transactions Signal Processing, Vol.50, No.6, pp.1382–1397, June 2002.
  31. Singh, V. Krishnamurthy and H.V. Poor, Integrated Voice/Data Call Admission Control for Wireless DS-CDMA Systems with Fading, IEEE Transactions Signal Processing, Vol.50, No.6, pp.1483–1495, June 2002.
  32. Logothetis, V. Krishnamurthy and J. Holst, A Bayesian EM Algorithm for Optimal Tracking of a Maneuvering Target in Clutter, Signal Processing, Vol.82, No.3, pp.473–490, March 2002.
  33. Krishnamurthy and G. Yin, Recursive Algorithms for Estimation of Hidden Markov Models and Autoregressive Models with Markov Regime, IEEE Transactions on Information Theory, Vol.48, No.2, pp.458-476, Feb 2002.
  34. Johnston, V. Krishnamurthy, Performance Analysis of a Dynamic Programming Track Before Detect Algorithm, IEEE Transactions on Aerospace and Electronic Systems, Vol.38, No.1, pp.228–242, January 2002.
  35. Johnston and V. Krishnamurthy, An Improvement to the Interacting Multiple Model (IMM) Algorithm, IEEE Transactions Signal Processing, Vol.49, No.12, pp.2909–2923, December 2001.
  36. Krishnamurthy and R.J. Evans, Beam Scheduling for Electronically Scanned Array Tracking Systems using Multi-arm Bandits, IEEE Transactions Signal Processing, Vol.49, No.12, pp.2893–2908, December 2001.
  37. S. Evans and V. Krishnamurthy, Optimal Sensor Scheduling for Hidden Markov Model State Estimation, International Journal of Control, Special Issue on Parameter Identification and State Estimation for Nonlinear Models, Vol.74, No.18, pp.1737–1742, December 2001.
  38. V. Krishnamurthy and V. Krishnamurthy, Quantum Field Theory and Computational Paradigms, International Journal of Modern Physics C, Vol.12, No.8, pp.1179–1206, October 2001.
  39. Johnston, V. Krishnamurthy, Derivation of a Sawtooth Iterated Extended Kalman Smoother via the AECM Algorithm, IEEE Transactions Signal Processing, Vol.49, No.9, pp.1899–1909, September 2001.
  40. Doucet, N.J. Gordon and V. Krishnamurthy, Particle Filters for State Estimation of Jump Markov Linear Systems, IEEE Transactions Signal Processing, Vol.49, No.3, pp.613–624, March 2001.
  41. Krishnamurthy, G. Yin and S.Singh, Adaptive Step Size Algorithms for Blind Interference Suppression in DS/CDMA Systems, IEEE Transactions on Signal Processing, Vol.49, No.1, pp.190-201, January 2001.
  42. Dogancay and V. Krishnamurthy, Application of Extreme Value Theory to Level Estimation in Nonlinearly Distorted Hidden Markov Models, IEEE Transactions on Signal Processing, Vol. 48, No. 8, pp.2289-2299, Aug. 2000.
  43. Challa, Y. Bar-Shalom, V. Krishnamurthy, Nonlinear Filtering via Generalized Edgeworth Series and Gauss Hermite Quadrature, IEEE Transactions on Signal Processing, Vol.48, No.6, pp.1816–1820, June 2000.
  44. Doucet, A. Logothetis, V. Krishnamurthy, Stochastic Sampling Algorithms for State Estimation of Jump Markov Linear Systems, IEEE Transactions Automatic Control, Vol.45, No.2, pp.188–202, Feb 2000.
  45. Krishnamurthy, Averaged Stochastic Gradient Algorithms for Adaptive Blind Multiuser Detection in DS/CDMA Systems, IEEE Transactions on Communications, Vol.48, No.1, pp.125–134, January 2000.
  46. Johnston, V. Krishnamurthy, Hidden Markov Model Algorithms for Narrowband Interference Suppression in CDMA Spread Spectrum Systems, Signal Processing, Volume 79, No. 3, pp.315–324, 1999.
  47. J. Elliott V. Krishnamurthy and H.V. Poor, Exact Filters for Certain Moments and Stochastic Integrals of the State of Systems with Benes Nonlinearity, IEEE Transactions in Automatic Control, Vol.44, No.10, pp.1929-1933, October 1999.
  48. Krishnamurthy, H.V. Poor, State Encoding of Hidden Markov Linear Prediction Models, Journal of Communications and Networks, Vol.1, No.3, pp.153–157, September 1999.
  49. Johnston, V. Krishnamurthy, Finite Dimensional Smoothers for MAP State Estimation of Bilinear Systems, IEEE Transactions Signal Processing, Vol.47, No.9, pp.2444–2459, September 1999.
  50. Manton, V. Krishnamurthy, R.J. Elliott, Discrete Time Filter for a Doubly Stochastic Poisson Process, International Journal of Adaptive Control and Signal Processing, Vol. 13 Issue 5, pp.393-416, August 1999.
  51. Logothetis, V. Krishnamurthy, Expectation Maximization Algorithms for MAP Estimation of Jump Markov Linear Systems, IEEE Transactions Signal Processing, Vol.47, No.8, pp.2139–2156, August 1999.
  52. S. Evans and V. Krishnamurthy, Hidden Markov Model Signal Processing over Packet Switched Networks, IEEE Transactions Signal Processing, Vol.47, No.8, pp.2157–2166, August 1999.
  53. Krishnamurthy, A. Logothetis, Adaptive Nonlinear Filters for Narrowband Interference Suppression in Spread Spectrum CDMA, IEEE Transactions Communications, Vol.47, No.5, pp.742–753, May 1999.
  54. J. Elliott and V. Krishnamurthy New Finite dimensional Filters for Estimation of Linear Gauss-Markov Models, IEEE Transactions Auto Control, Vol.44, No.5, pp.938–951, May 1999.
  55. S. Evans and V. Krishnamurthy, Exact filters for doubly stochastic AR models with conditionally Poisson observations, IEEE Transactions in Automatic Control, vol.44., No.4, pp.794-797, April, 1999.
  56. Dogancay, V. Krishnamurthy, Blind identification of fractionally spaced communication channels, Signal Processing, Vol.77, No.3, pp.275–288, 1999.
  57. Dogancay, V.Krishnamurthy, On Fast Aggregation of Markov Chain Functionals Using Stochastic Complementation, Signal Processing, Vol.74, No.3, pp. 223–237, 1999.
  58. V. Krishnamurthy, V. Krishnamurthy, Rule-based programming paradigm: A formal basis for biological, chemical and physical computation, Biosystems, Vol.49, No.3, pp.205–228, March 1999.
  59. S. Evans, V. Krishnamurthy, Optimal Filtering of Doubly Stochastic Auto-regressive Processes, Automatica, Vol.35, No.2, pp.241–250, Feb.1999.
  60. Manton, V. Krishnamurthy, H.V. Poor, James-Stein State Filtering Algorithms, IEEE Transactions Signal Processing, Vol. 46, No. 9, pp. 2431–2447, September 1998.
  61. Dogancay, V. Krishnamurthy, Blind on-line testing for equalization errors in digital communication systems, IEEE Transactions on Information Theory, Vol. 44, No.4, pp. 1677-1686, July 1998.
  62. Krishnamurthy, J.S. Evans, Covert Tracking of Markov Jump Linear Systems, Automatica, Vol 34, No.6, pp.765-770, June 1998.
  63. Logothetis and V. Krishnamurthy, De-interleaving of Quantized AR Processes with Amplitude Information, IEEE Transactions Signal Processing, Vol.46, No.5, pp. 1344–1350, May 1998.
  64. Krishnamurthy, T. Ryden, Consistent Estimation of Linear and Non-linear Autoregressive Models with Markov Regime, Journal of Time Series Analysis, Vol.19, No.3, pp.291–308, May 1998.
  65. D. Brushe, V.Krishnamurthy, L.B. White, A Reduced Complexity On-line State Sequence and Parameter Estimator for Superimposed Convolutional Coded Signals, IEEE Transactions Communications, Vol.45, No.12, pp.1565–1574, Dec 1997.
  66. J. Elliott, V. Krishnamurthy, Exact Finite Dimensional Filters for Maximum Likelihood Parameter Estimation of Continuous-time Linear-Gaussian Systems, SIAM Journal on Control and Optimization, Vol.35, No.6, November 1997, pp 1908-1923.
  67. Krishnamurthy, R.J. Elliott, Exact Finite Dimensional Filters for Doubly Stochastic Auto-regressive Processes, IEEE Transactions Automatic Control, Vol.42. No.9, September 1997, pp 1289-1293.
  68. Krishnamurthy, R.J. Elliott, Filters for Estimating Markov Modulated Poisson Processes and Image-Based Tracking, Automatica, Vol 33, No.5, pp 821-833, May 1997.
  69. Logothetis, V. Krishnamurthy, H.V. Poor, Estimation of 1-bit quantized time-series with Markov regime, Signal Processing Journal, Vol.58, No.3, pp.273-292, March 1997.
  70. R. James, V. Krishnamurthy, F. LeGland, Time Discretization of Continuous-Time Filters and Smoothers for HMM Parameter Estimation, IEEE Transactions Information Theory, Vol.32, No.2, pp 593-605 March 1996.
  71. Krishnamuthy, A. Logothetis, Iterative and Recursive Estimators for Hidden Markov Errors-in-variables Models, IEEE Transactions Signal Processing, Vol.44, No.3, pp.629-639, March 1996.
  72. Krishnamurthy, H.V. Poor, Asymptotic Analysis of Binary Time-Series Algorithm for Parameter Estimation of AR Time-Series, IEEE Transactions Signal Processing, Vol 44, No 1, pp 62-73, Jan. 1996.
  73. Krishnamurthy, S. Dey, J.P. LeBlanc, Blind Equalization of IIR Channels using Hidden Markov Models and Extended Least Squares, IEEE Trans Signal Processing, Vol.43, No.12, pp.2994-3006, Dec 1995.
  74. Krishnamurthy, Estimation of Quantized Linear Error-in-Variables Models, Automatica, Vol.31, No.10, pp.1459-1464, Oct 1995.
  75. Krishnamurthy, I.M.Y. Mareels, Estimation of noisy quantized Gaussian time-series with randomly varying coefficients, IEEE Transactions Signal Processing, Vol.43, No.5, pp.1285-1290, May 1995.
  76. Krishnamurthy, R.J. Elliott, A Filtered EM algorithm for joint Hidden Markov Model and sinusoidal parameter estimation, IEEE Transactions Signal Processing, Vol. 43, No. 1, pp. 353-358, Jan. 1995.
  77. V. Krishnamurthy and V. Krishnamurthy, An Artificial Neural Net Model Perceptron Algorithm using Generalized Matrix Inversion, Parallel Computing, Vol.20, pp.799-806, 1994.
  78. B. Collings, V. Krishnamurthy, J.B. Moore, On-line Identification of Hidden Markov Models via Recursive Prediction Error Techniques, IEEE Transactions Signal Processing, Vol. 42, No. 12, pp. 3535-3539, Dec. 1994.
  79. B. Moore, V. Krishnamurthy, De-interleaving Pulse Trains using Discrete-time Stochastic Dynamic-Linear Models, IEEE Transactions on Signal Processing, Vol. 42, No. 11, pp.3092-3103, Nov 1994.
  80. Dey, V. Krishnamurthy, T. Salmon, Estimation of Markov Modulated Time-series via the EM algorithm, IEEE Signal Processing Letters, Vol.1, No. 10, pp.153-155, Oct 1994.
  81. Krishnamurthy, Adaptive Estimation of Hidden Nearly Completely Decomposable Markov Chains with Applications in Blind Equalization, Int. Journal of Adaptive Control and Signal Processing, Vol.8, pp.237-260, August, 1994.
  82. Krishnamurthy, On-line estimation of Dynamic Shock-Error Models, IEEE Transactions Auto. Control, Vol.35, No.5, pp.1129-1134, May, 1994.
  83. Krishnamurthy, J.B. Moore, On-line Estimation of Hidden Markov Model Parameters based on the Kullback–Leibler Information Measure, IEEE Transactions on Signal Processing, Vol. 41, No. 8, pp. 2557-2573, August, 1993.
  84. R. Johnson, J.P. LeBlanc, V. Krishnamurthy, Godard Blind Equalizer Misbehavior with Correlated Sources: Two Examples, Journal of Control, Computer Science and Signal Processing, Vol. 2 No. 3, pp. 1-40, June 1993.
  85. Krishnamurthy, J.B. Moore and S.H. Chung, Hidden Markov Model Signal Processing in the presence of unknown deterministic interferences, IEEE Transactions. Control, Vol. 38, No.1, pp.146-152, Jan.1993.
  86. H. Chung, V.Krishnamurthy, J.B. Moore, Adaptive Processing Techniques based on Hidden Markov Models for characterizing very small channel currents buried in noise and deterministic interferences, Philosophical Transactions of the Royal Society, Lond. B, pp.357-384, 1991.
  87. Krishnamurthy, J.B. Moore and S.H. Chung, Hidden Fractal Model Signal Processing, Signal Processing, pp.177-192, Vol.24, No.2, Aug.1991.
  88. Krishnamurthy, B. Wahlberg, J.B. Moore, Factorizations that relax the Positive Real Condition in Continuous-time and Fast-Sampled ELS schemes, Int. Journal of Adaptive Control and Signal Processing, pp.289-314, Sept.1990.
  89. Xia, V. Krishnamurthy, J.B. Moore, Adaptive Estimation in the presence of order and parameter changes, Int. Journal of Adaptive Control and Signal Processing, pp.283-292, Sept.1989.