Asok Ray

    • 6797 Citations
    • 36 h-Index
    1976 …2019
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    Research Output 1976 2019

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    Conference contribution
    2019

    A machine learning method integrating neural networks and Gaussian processes for LOCA identification in BWR

    Alamaniotis, M. & Ray, A., Jan 1 2019, 11th Nuclear Plant Instrumentation, Control, and Human-Machine Interface Technologies, NPIC and HMIT 2019. American Nuclear Society, p. 431-439 9 p. (11th Nuclear Plant Instrumentation, Control, and Human-Machine Interface Technologies, NPIC and HMIT 2019).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Loss of coolant accidents
    Boiling liquids
    Learning systems
    Neural networks
    Feedforward neural networks
    2017
    1 Citation (Scopus)

    A locally optimal algorithm for estimating a generating partition from an observed time series

    Miller, D. J., Ghalyan, N. F. & Ray, A., Dec 5 2017, 2017 IEEE International Workshop on Machine Learning for Signal Processing, MLSP 2017 - Proceedings. IEEE Computer Society, Vol. 2017-September. p. 1-6 6 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Time series
    Dynamical systems
    Vector quantization
    Entropy

    Application of updated joint detection algorithm for the analysis of drilling parameters of roof bolters in multiple joints conditions

    Liu, W., Ray, A., Rostami, J. & Saab, S. S., Jan 1 2017, Proceedings of the 36th International Conference on Ground Control in Mining, ICGCM 2017. Murphy, M., Mishra, B., Perry, K. & Lawson, H. (eds.). Society for Mining, Metallurgy and Exploration (SME), p. 297-303 7 p. (Proceedings of the 36th International Conference on Ground Control in Mining, ICGCM 2017).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Roofs
    roof
    Drilling
    Rocks
    drilling
    1 Citation (Scopus)

    Bayesian nonparametric modeling of Markov chains for detection of thermoacoustic instabilities

    Xiong, S., Li, J. & Ray, A., Jun 29 2017, 2017 American Control Conference, ACC 2017. Institute of Electrical and Electronics Engineers Inc., p. 3758-3763 6 p. 7963530

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Thermoacoustics
    Markov processes
    Time series
    Finite automata
    Pressure measurement

    Distributed modular supervisory control of integrated aircraft propulsion, power, and thermal systems: An overview

    Pakmehr, M., Behbahani, A. & Ray, A., Jan 1 2017, 53rd AIAA/SAE/ASEE Joint Propulsion Conference, 2017. American Institute of Aeronautics and Astronautics Inc, AIAA

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Aircraft propulsion
    Discrete event simulation
    Propulsion
    Integrated control
    Hot Temperature

    Dynamic data-driven stability map prediction in combustion systems

    Chattopadhyay, P., Mondal, S., Mukhopadhyay, A. & Ray, A., Jan 1 2017, 53rd AIAA/SAE/ASEE Joint Propulsion Conference, 2017. American Institute of Aeronautics and Astronautics Inc, AIAA, (53rd AIAA/SAE/ASEE Joint Propulsion Conference, 2017).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Combustors
    Thermoacoustics
    System stability
    Time series
    Experiments

    Prediction of thermoacoustic instabilities in a premixed combustor based on FFT-based dynamic characterization

    Mondal, S., Bhattacharya, C., Chattopadhyay, P., Mukhopadhyay, A. & Ray, A., Jan 1 2017, 53rd AIAA/SAE/ASEE Joint Propulsion Conference, 2017. American Institute of Aeronautics and Astronautics Inc, AIAA, (53rd AIAA/SAE/ASEE Joint Propulsion Conference, 2017).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Thermoacoustics
    Combustors
    Fast Fourier transforms
    Monitoring
    Visibility
    1 Citation (Scopus)

    Probabilistic forecasting of symbol sequences with deep neural networks

    Hauser, M., Fu, Y., Li, Y., Phoha, S. & Ray, A., Jun 29 2017, 2017 American Control Conference, ACC 2017. Institute of Electrical and Electronics Engineers Inc., p. 3147-3152 6 p. 7963431

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Time series
    Combustors
    Deep neural networks
    Entropy
    Statistics
    2016
    2 Citations (Scopus)

    Data-driven anytime algorithms for motion planning with safety guarantees

    Jha, D. K., Zhu, M., Wang, Y. & Ray, A., Jul 28 2016, 2016 American Control Conference, ACC 2016. Institute of Electrical and Electronics Engineers Inc., p. 5716-5721 6 p. 7526565. (Proceedings of the American Control Conference; vol. 2016-July).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Motion planning
    Learning systems
    Learning algorithms
    Robotics
    Controllers
    2 Citations (Scopus)

    Data-driven robot gait modeling via symbolic time series analysis

    Seto, Y., Takahashi, N., Jha, D. K., Virani, N. & Ray, A., Jul 28 2016, 2016 American Control Conference, ACC 2016. Institute of Electrical and Electronics Engineers Inc., p. 3904-3909 6 p. 7525522. (Proceedings of the American Control Conference; vol. 2016-July).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Time series analysis
    Robots
    Hybrid systems
    Time series
    2 Citations (Scopus)

    Information-space partitioning and symbolization of multi-dimensional time-series data using density estimation

    Virani, N., Lee, J. W., Phoha, S. & Ray, A., Jul 28 2016, 2016 American Control Conference, ACC 2016. Institute of Electrical and Electronics Engineers Inc., p. 3328-3333 6 p. 7525431. (Proceedings of the American Control Conference; vol. 2016-July).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Time series
    Testbeds
    1 Citation (Scopus)

    Multimodal spatiotemporal information fusion using neural-symbolic modeling for early detection of combustion instabilities

    Sarkar, S., Jha, D. K., Lore, K. G., Sarkar, S. & Ray, A., Jul 28 2016, 2016 American Control Conference, ACC 2016. Institute of Electrical and Electronics Engineers Inc., Vol. 2016-July. p. 4918-4923 6 p. 7526132

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Information fusion
    Bayesian networks
    Time series
    Combustors
    Gas turbines
    6 Citations (Scopus)

    Real-time combustion state identification via image processing: A dynamic data-driven approach

    Hauser, M., Li, Y., Li, J. & Ray, A., Jul 28 2016, 2016 American Control Conference, ACC 2016. Institute of Electrical and Electronics Engineers Inc., p. 3316-3321 6 p. 7525429. (Proceedings of the American Control Conference; vol. 2016-July).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Image processing
    Feature extraction
    High speed cameras
    Finite automata
    Fractal dimension
    1 Citation (Scopus)

    Real-time identification of state-of-charge in battery systems: Dynamic data-driven estimation with limited window length

    Chattopadhyay, P., Li, Y. & Ray, A., Jul 28 2016, 2016 American Control Conference, ACC 2016. Institute of Electrical and Electronics Engineers Inc., Vol. 2016-July. p. 4907-4912 6 p. 7526130

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Dynamical systems
    Lead acid batteries
    Finite automata
    Time series
    Electric potential
    1 Citation (Scopus)

    Sensor selection for passive sensor networks in dynamic environment: A dynamic data-driven approach

    Li, Y., Jha, D. K., Ray, A. & Wettergren, T. A., Jul 28 2016, 2016 American Control Conference, ACC 2016. Institute of Electrical and Electronics Engineers Inc., p. 4924-4929 6 p. 7526133. (Proceedings of the American Control Conference; vol. 2016-July).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Sensor networks
    Sensors
    Time series
    Finite automata
    Target tracking
    2015
    4 Citations (Scopus)

    Alphabet size selection for symbolization of dynamic data-driven systems: An information-theoretic approach

    Sarkar, S., Chattopdhyay, P., Ray, A., Phoha, S. & Levi, M., Jul 28 2015, ACC 2015 - 2015 American Control Conference. Institute of Electrical and Electronics Engineers Inc., Vol. 2015-July. p. 5194-5199 6 p. 7172150

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Time series
    Information systems
    Time series analysis
    Finite automata
    Chemiluminescence
    9 Citations (Scopus)

    Depth estimation in Markov models of time-series data via spectral analysis

    Jha, D. K., Srivastav, A., Mukherjee, K. & Ray, A., Jul 28 2015, ACC 2015 - 2015 American Control Conference. Institute of Electrical and Electronics Engineers Inc., Vol. 2015-July. p. 5812-5817 6 p. 7172250

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Spectrum analysis
    Time series
    Finite automata
    Dynamical systems
    Decomposition
    6 Citations (Scopus)

    Dynamic data-driven symbolic causal modeling for battery performance & health monitoring

    Sarkar, S., Jha, D. K., Ray, A. & Li, Y., Sep 14 2015, 2015 18th International Conference on Information Fusion, Fusion 2015. Institute of Electrical and Electronics Engineers Inc., p. 1395-1402 8 p. 7266720

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Health
    Monitoring
    Lead acid batteries
    Time series
    Dynamical systems
    11 Citations (Scopus)

    Early detection of combustion instability from hi-speed flame images via deep learning and symbolic time series analysis

    Sarkar, S., Lore, K. G., Sarkar, S., Ramanan, V., Chakravarthy, S. R., Phoha, S. & Ray, A., Jan 1 2015, PHM 2015 - Proceedings of the Annual Conference of the Prognostics and Health Management Society 2015. Daigle, M. J. & Bregon, A. (eds.). Prognostics and Health Management Society, p. 353-362 10 p. (Proceedings of the Annual Conference of the Prognostics and Health Management Society, PHM).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Time series analysis
    Semantics
    Health
    Learning
    Structural integrity
    6 Citations (Scopus)

    Feature level sensor fusion for target detection in dynamic environments

    Li, Y., Jha, D. K., Ray, A. & Wettergren, T. A., Jul 28 2015, ACC 2015 - 2015 American Control Conference. Institute of Electrical and Electronics Engineers Inc., Vol. 2015-July. p. 2433-2438 6 p. 7171097

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Target tracking
    Fusion reactions
    Sensors
    Mobile robots
    Infrared radiation
    1 Citation (Scopus)

    Identification of battery parameters via symbolic input-output analysis: A dynamic data-driven approach

    Li, Y., Ray, A., Chattopadhyay, P. & Rahn, C. D., Jan 1 2015, ACC 2015 - 2015 American Control Conference. Institute of Electrical and Electronics Engineers Inc., Vol. 2015-July. p. 5200-5205 6 p. 7172151

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Time series
    Lead acid batteries
    Finite automata
    Identification (control systems)
    Health
    8 Citations (Scopus)

    Kernel task-driven dictionary learning for hyperspectral image classification

    Bahrampour, S., Nasrabadi, N. M., Ray, A. & Jenkins, W. K., Aug 4 2015, 2015 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2015 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1324-1328 5 p. 7178185. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2015-August).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Image classification
    Glossaries
    Learning algorithms
    Classifiers
    Pixels
    2 Citations (Scopus)

    Learning context-awaremeasurementmodels

    Virani, N., Lee, J. W., Phoha, S. & Ray, A., Jan 1 2015, ACC 2015 - 2015 American Control Conference. Institute of Electrical and Electronics Engineers Inc., Vol. 2015-July. p. 4491-4496 6 p. 7172036

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Target tracking
    Probability distributions
    Learning systems
    Sensors
    3 Citations (Scopus)

    On-line condition monitoring of boiling water reactors: A symbolic dynamic data-driven approach

    Alamaniotis, M., Jin, X. & Ray, A., Jan 1 2015, 9th International Topical Meeting on Nuclear Plant Instrumentation, Control, and Human-Machine Interface Technologies, NPIC and HMIT 2015. American Nuclear Society, p. 722-732 11 p. (9th International Topical Meeting on Nuclear Plant Instrumentation, Control, and Human-Machine Interface Technologies, NPIC and HMIT 2015; vol. 1).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Boiling water reactors
    Condition monitoring
    Loss of coolant accidents
    Time series
    Finite automata
    6 Citations (Scopus)

    Path planning in GPS-denied environments: A collective intelligence approach

    Chattopadhyay, P., Jha, D. K., Sarkar, S. & Ray, A., Jul 28 2015, ACC 2015 - 2015 American Control Conference. Institute of Electrical and Electronics Engineers Inc., Vol. 2015-July. p. 3082-3087 6 p. 7171806

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Motion planning
    Sensor networks
    Global positioning system
    Wireless networks
    Target tracking
    4 Citations (Scopus)

    Real-time activity recognition from seismic signature via multi-scale symbolic time series analysis (MSTSA)

    Sarkar, S., Damarla, T. & Ray, A., Jan 1 2015, ACC 2015 - 2015 American Control Conference. Institute of Electrical and Electronics Engineers Inc., Vol. 2015-July. p. 5818-5823 6 p. 7172251

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Time series analysis
    Time series
    Sensors
    Classifiers
    Moisture
    2014
    6 Citations (Scopus)

    Early detection of lean blow out (LBO) via generalized D-Markov machine construction

    Sarkar, S., Ray, A., Mukhopadhyay, A., Chaudhari, R. R. & Sen, S., Jan 1 2014, 2014 American Control Conference, ACC 2014. Institute of Electrical and Electronics Engineers Inc., p. 3041-3046 6 p. 6859048

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Finite automata
    Time series
    Chemiluminescence
    Optical sensors
    Merging

    Implementation of fault detection and prediction capabilities in a multilevel current source inverter

    Polenta, H. P., Cossutta, P. & Ray, A., Jan 1 2014, 2014 IEEE International Workshop on Metrology for Aerospace, MetroAeroSpace 2014 - Proceedings. IEEE Computer Society, p. 205-210 6 p. 6865921

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Fault detection
    Field programmable gate arrays (FPGA)
    Costs
    4 Citations (Scopus)

    Investigation of combustion instability in a swirl-stabilized combustor using symbolic time series analysis

    Ramanan, V., Chakravarthy, S. R., Sarkar, S. & Ray, A., Jan 1 2014, ASME 2014 Gas Turbine India Conference, GTINDIA 2014. American Society of Mechanical Engineers, (ASME 2014 Gas Turbine India Conference, GTINDIA 2014).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Time series analysis
    Combustors
    Time series
    Fuel injection
    Finite automata
    4 Citations (Scopus)

    Performance robustness of feature extraction for target detection & classification

    Smith, B. M., Chattopadhyay, P., Ray, A., Phoha, S. & Damarla, T., 2014, 2014 American Control Conference, ACC 2014. Institute of Electrical and Electronics Engineers Inc., p. 3814-3819 6 p. 6858590

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Target tracking
    Feature extraction
    Testing
    Mortar
    Principal component analysis
    16 Citations (Scopus)

    Quality-based multimodal classification using tree-structured sparsity

    Bahrampour, S., Ray, A., Nasrabadi, N. M. & Jenkins, W. K., Jan 1 2014, Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. IEEE Computer Society, p. 4114-4121 8 p. 6909920

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Face recognition
    Information fusion
    Fuzzy sets
    2 Citations (Scopus)

    Statistical mechanics-inspired framework for studying the effects of mixed traffic flows on highway congestion

    Jerath, K., Ray, A., Brennan, S. N. & Gayah, V. V., Jan 1 2014, 2014 American Control Conference, ACC 2014. Institute of Electrical and Electronics Engineers Inc., p. 5402-5407 6 p. 6858835

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Statistical mechanics
    Adaptive cruise control
    Intelligent vehicle highway systems
    Potts model
    1 Citation (Scopus)

    Target detection and target type & motion classification: Comparison of feature extraction algorithms

    Li, Y., Ray, A. & Wettergren, T. A., Jan 1 2014, 2014 American Control Conference, ACC 2014. Institute of Electrical and Electronics Engineers Inc., p. 1132-1137 6 p. 6858726

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Target tracking
    Feature extraction
    Sonar
    Principal component analysis
    Sensor networks
    2013

    Adaptive optimal power trade-off in underwater sensor networks

    Jha, D. K., Wettergren, T. A. & Ray, A., Jan 1 2013, Control, Monitoring, and Energy Harvesting of Vibratory Systems; Cooperative and Networked Control; Delay Systems; Dynamical Modeling and Diagnostics in Biomedical Systems;. American Society of Mechanical Engineers (ASME), Vol. 2. DSCC2013-3717

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Sensor networks
    Network performance
    Communication
    Energy management
    Genetic algorithms

    An artificial language for data-driven self-adaptation of networked robots in dynamic environments

    Phoha, S. & Ray, A., Aug 20 2013, Proceedings of the 8th International Conference on Computer Science and Education, ICCSE 2013. p. 186-194 9 p. 6553908. (Proceedings of the 8th International Conference on Computer Science and Education, ICCSE 2013).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    robot
    Robots
    Sensors
    Physics
    language
    10 Citations (Scopus)

    Anomaly detection in flight recorder data: A dynamic data-driven approach

    Das, S., Sarkar, S., Ray, A., Srivastava, A. & Simon, D. L., Sep 11 2013, 2013 American Control Conference, ACC 2013. p. 2668-2673 6 p. 6580237

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Feature extraction
    Time series
    Finite automata
    Computational efficiency
    Aviation
    3 Citations (Scopus)

    Autonomous Perception and Decision-making in eyber-physical systems

    Ray, A., Aug 20 2013, Proceedings of the 8th International Conference on Computer Science and Education, ICCSE 2013. 6554173. (Proceedings of the 8th International Conference on Computer Science and Education, ICCSE 2013).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Decision making
    decision making
    Hybrid systems
    Embedded systems
    source of information
    4 Citations (Scopus)

    Coverage control of autonomous vehicles for oil spill cleaning in dynamic and uncertain environments

    Jin, X. & Ray, A., Sep 11 2013, 2013 American Control Conference, ACC 2013. p. 2594-2599 6 p. 6580225. (Proceedings of the American Control Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Oil spills
    Cleaning
    Navigation
    Weathering
    Ports and harbors

    Identification of instabilities in rotorcraft systems

    Sonti, S., Horn, J. F., Keller, E. & Ray, A., Jan 1 2013, Aerial Vehicles; Aerospace Control; Alternative Energy; Automotive Control Systems; Battery Systems; Beams and Flexible Structures; Biologically-Inspired Control and its Applications;. American Society of Mechanical Engineers (ASME), V001T01A001. (ASME 2013 Dynamic Systems and Control Conference, DSCC 2013; vol. 1).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Time series
    Turbomachine blades
    Signal to noise ratio
    Dynamical systems
    Rotors
    1 Citation (Scopus)

    Language measure-theoretic path planning in the presence of dynamic obstacles

    Sonti, S., Virani, N., Jha, D. K., Mukherjee, K. & Ray, A., Sep 11 2013, 2013 American Control Conference, ACC 2013. p. 5110-5115 6 p. 6580632. (Proceedings of the American Control Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Motion planning
    Finite automata
    Electric current measurement
    Stochastic models
    Planning
    3 Citations (Scopus)

    Spatiotemporal information fusion for fault detection in shipboard auxiliary systems

    Sarkar, S., Virani, N., Yasar, M., Ray, A. & Sarkar, S., 2013, 2013 American Control Conference, ACC 2013. p. 3846-3851 6 p. 6580426

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Information fusion
    Fault detection
    Sensors
    Computational efficiency
    Information management
    2012

    Adaptation in symbolic dynamic systems for pattern classification

    Wen, Y., Mukherjee, K. & Ray, A., Nov 26 2012, 2012 American Control Conference, ACC 2012. p. 697-702 6 p. 6314678. (Proceedings of the American Control Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Pattern recognition
    Dynamical systems
    Finite automata
    Classifiers
    Uncertainty

    A unified framework for supervised learning of semantic models

    Wen, Y., Sarkar, S., Ray, A., Jin, X. & Damarla, T., 2012, 2012 American Control Conference, ACC 2012. p. 2183-2188 6 p. 6314719

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Supervised learning
    Finite automata
    Semantics
    Hilbert spaces
    Discriminant analysis

    Distributed decision propagation in mobile agent networks

    Sarkar, S., Mukherjee, K. & Ray, A., 2012, 2012 American Control Conference, ACC 2012. p. 5276-5281 6 p. 6314846

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Mobile agents
    Parallel algorithms
    Topology
    Experiments
    9 Citations (Scopus)

    Multi-resolution navigation of mobile robots with complete coverage of unknown and complex environments

    Jin, X., Gupta, S., Luff, J. M. & Ray, A., 2012, 2012 American Control Conference, ACC 2012. p. 4867-4872 6 p. 6314800

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Mobile robots
    Navigation
    Cleaning
    Hazards
    Simulators
    8 Citations (Scopus)

    Symbolic transient time-series analysis for fault detection in aircraft gas turbine engines

    Sarkar, S., Mukherjee, K., Sarkar, S. & Ray, A., Nov 26 2012, 2012 American Control Conference, ACC 2012. p. 5132-5137 6 p. 6315253. (Proceedings of the American Control Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Time series analysis
    Fault detection
    Gas turbines
    Turbines
    Aircraft
    2011
    3 Citations (Scopus)

    GODDeS: Globally ∈-Optimal routing via Distributed Decision-theoretic Self-organization

    Chattopadhyay, I. & Ray, A., 2011, Proceedings of the 2011 American Control Conference, ACC 2011. p. 3215-3220 6 p. 5991451

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Formal languages
    Routing algorithms
    Polynomials
    11 Citations (Scopus)

    Information fusion for object & situation assessment in sensor networks

    Srivastav, A., Wen, Y., Hendrick, E., Chattopadhyay, I., Ray, A. & Phoha, S., Sep 29 2011, Proceedings of the 2011 American Control Conference, ACC 2011. p. 1274-1279 6 p. 5991171

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Information fusion
    Sensor networks
    Data fusion
    Finite automata
    Pattern recognition
    3 Citations (Scopus)

    Modeling of symbolic systems: Part I - Vector space representation of probabilistic finite state automata

    Wen, Y., Ray, A., Chattopadhyay, I. & Phoha, S., 2011, Proceedings of the 2011 American Control Conference, ACC 2011. p. 5133-5138 6 p. 5990763

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Finite automata
    Vector spaces
    White noise
    3 Citations (Scopus)

    Modeling of symbolic systems: Part II - Hilbert space construction for model identification and order reduction

    Wen, Y., Ray, A., Chattopadhyay, I. & Phoha, S., Sep 29 2011, Proceedings of the 2011 American Control Conference, ACC 2011. p. 5139-5144 6 p. 5990620

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Hilbert spaces
    Finite automata
    Identification (control systems)
    Vector spaces