Kushal Mukherjee  Kushal Mukherjee photo       

contact information

Research - Machine Learning
India Research Laboratory, New Delhi, India
  +91dash1141292118

links



2015

On Distributed Optimization using Generalized Gossip
Kushal Mukherjee Zhanhong Jiang Soumik Sarkar
CDC, 2015

Depth estimation in Markov models of time-series data via spectral analysis
Devesh K Jha, Abhishek Srivastav, Kushal Mukherjee, Asok Ray
American Control Conference (ACC), 2015, pp. 5812--5817

Topology optimisation for energy management in underwater sensor networks
Devesh K Jha, Thomas A Wettergren, Asok Ray, Kushal Mukherjee
International Journal of Control 88(9), 1775--1788, Taylor \& Francis, 2015


2014

Event-Triggered Decision Propagation in Proximity Networks
Soumik Sarkar, Kushal Mukherjee
Frontiers in Robotics and AI1, 15, Frontiers, 2014

State splitting and merging in probabilistic finite state automata for signal representation and analysis
Kushal Mukherjee, Asok Ray
Signal Processing104, 105--119, Elsevier, 2014


2013

Language measure-theoretic path planning in the presence of dynamic obstacles
Siddharth Sonti, Nurali Virani, Devesh K Jha, Kushal Mukherjee, Asok Ray
American Control Conference (ACC), 2013, pp. 5110--5115

Dynamic Data Driven Sensor Array Fusion for Target Detection and Classification
Nurali Virani, Shane Marcks, Soumalya Sarkar, Kushal Mukherjee, Asok Ray, Shashi Phoha
Procedia Computer Science18, 2046--2055, Elsevier, 2013

Distributed decision propagation in mobile-agent proximity networks
Soumik Sarkar, Kushal Mukherjee, Asok Ray
International Journal of Control 86(6), 1118--1130, Taylor \& Francis, 2013

Multi-sensor information fusion for fault detection in aircraft gas turbine engines
Soumik Sarkar, Soumalya Sarkar, Kushal Mukherjee, Asok Ray, Abhishek Srivastav
Proceedings of the Institution of Mechanical Engineers, Part G: Journal of Aerospace Engineering 227(12), 1988--2001, SAGE Publications, 2013

Classification of Two-Phase Flow Patterns by Ultrasonic Sensing
Devesh K Jha, Asok Ray, Kushal Mukherjee, Subhadeep Chakraborty
Journal of Dynamic Systems, Measurement, and Control 135(2), 024503, American Society of Mechanical Engineers, 2013

Symbolic Dynamic Analysis of Transient Time Series for Fault Detection in Gas Turbine Engines
Soumalya Sarkar, Kushal Mukherjee, Soumik Sarkar, Asok Ray
Journal of Dynamic Systems, Measurement, and Control 135(1), 014506, American Society of Mechanical Engineers, 2013

Adaptive pattern classification for symbolic dynamic systems
Yicheng Wen, Kushal Mukherjee, Asok Ray
Signal Processing 93(1), 252--260, Elsevier, 2013


2012

Symbolic Dynamic Filtering for Pattern Recognition in Distributed Sensor Networks
Xin Jin, Shalabh Gupta, Kushal Mukherjee, Asok Ray
Distributed Sensor Networks, Second Edition: Image and Sensor Signal Processing, pp. 307--334, Chapman and Hall/CRC, 2012

Adaptation in symbolic dynamic systems for pattern classification
Yicheng Wen, Kushal Mukherjee, Asok Ray
American Control Conference (ACC), 2012, pp. 697--702

Statistical Mechanics-Inspired Modeling of Heterogeneous Packet Transmission in Communication Networks
Soumik Sarkar, Kushal Mukherjee, Asok Ray, Abhishek Srivastav, Thomas A Wettergren
Systems, Man, and Cybernetics, Part B: Cybernetics, IEEE Transactions on 42(4), 1083--1094, IEEE, 2012

Symbolic transient time-series analysis for fault detection in aircraft gas turbine engines
Soumalya Sarkar, Kushal Mukherjee, Soumik Sarkar, Asok Ray
American Control Conference (ACC), 2012, pp. 5132--5137

Distributed decision propagation in mobile agent networks
Soumik Sarkar, Kushal Mukherjee, Asok Ray
American Control Conference (ACC), 2012, pp. 5276--5281

Optimization of symbolic feature extraction for pattern classification
Soumik Sarkar, Kushal Mukherjee, Xin Jin, Dheeraj S Singh, Asok Ray
Signal processing 92(3), 625--635, Elsevier, 2012


2011

State splitting and state merging in probabilistic finite state automata
Patrick Adenis, Kushal Mukherjee, Asok Ray
American Control Conference (ACC), 2011, pp. 5145--5150

Statistical-Mechanics-Inspired Optimization of Sensor Field Configuration for Detection of Mobile Targets
Kushal Mukherjee, Shalabh Gupta, Asok Ray, Thomas A Wettergren
Systems, Man, and Cybernetics, Part B: Cybernetics, IEEE Transactions on 41(3), 783--791, IEEE, 2011

Symbolic analysis of sonar data for underwater target detection
Kushal Mukherjee, Shalabh Gupta, Asok Ray, Shashi Phoha
IEEE Journal of Oceanic Engineering 36(2), 219--230, IEEE, 2011

Real-time adaptation of decision thresholds in sensor networks for detection of moving targets
Kushal Mukherjee, Asok Ray, Thomas Wettergren, Shalabh Gupta, Shashi Phoha
Automatica 47(1), 185--191, Elsevier, 2011

Wavelet-based feature extraction using probabilistic finite state automata for pattern classification
Xin Jin, Shalabh Gupta, Kushal Mukherjee, Asok Ray
Pattern Recognition 44(7), 1343--1356, Elsevier, 2011


2010

Statistical mechanics-inspired optimization for sensor field reconfiguration
Kushal Mukherjee, Shalabh Gupta, Asok Ray, Thomas A Wettergren
American Control Conference (ACC), 2010, pp. 714--719

Wavelet-based feature extraction for behavior recognition in mobile robots
Xin Jin, Kushal Mukherjee, Shalabh Gupta, Asok Ray
Proceedings of the ASME 2010 Dynamic Systems and Control Conference (DSCC 2010), Cambridge, MA, USA, pp. 4059

Symbolic dynamics of wavelet images for pattern identification
Xin Jin, Shalabh Gupta, Kushal Mukherjee, Asok Ray
American Control Conference (ACC), 2010, pp. 3481--3486

Optimization of time-series data partitioning for parameter identification
Soumik Sarkar, Kushal Mukherjee, Xin Jin, Asok Ray
Proceedings of 2010 ASME Dynamic Systems and Control Conference, pp. 13--15

Critical phenomena and finite-size scaling in communication networks?
S Sarkar, K Mukherjee, A Srivastav, A Ray
American Control Conference (ACC), 2010, pp. 271--276


2009

Symbolic analysis of time series signals using generalized Hilbert transform
Soumik Sarkar, Kushal Mukherjee, Asok Ray
American Control Conference, 2009. ACC'09., pp. 5422--5427

Signal threshold estimation in a sensor field for undersea target tracking
Kushal Mukherjee, Asok Ray, Thomas Wettergren, Ishanu Chattopadhyay, Shashi Phoha
American Control Conference, 2009. ACC'09., pp. 3591--3596

Statistical estimation of multiple parameters via symbolic dynamic filtering
Chinmay Rao, Kushal Mukherjee, Soumik Sarkar, Asok Ray
Signal Processing 89(6), 981--988, Elsevier, 2009

Underwater mine detection using symbolic pattern analysis of sidescan sonar images
Chinmay Rao, Kushal Mukherjee, Shalabh Gupta, Asok Ray, Shashi Phoha
American Control Conference, 2009. ACC'09., pp. 5416--5421

Understanding phase transition in communication networks to enable robust and resilient control
Soumik Sarkar, Kushal Mukherjee, Abhishek Srivastav, Asok Ray
American Control Conference, 2009. ACC'09., pp. 1549--1554

Asynchronous data-driven classification of weapon systems
Xin Jin, Kushal Mukherjee, Shalabh Gupta, Asok Ray, Shashi Phoha, Thyagaraju Damarla
Measurement Science and Technology 20(12), 123001, IOP Publishing, 2009

Suboptimal partitioning of time-series data for anomaly detection
Xin Jin, S Sarkar, K Mukherjee, A Ray
Decision and Control, 2009 held jointly with the 2009 28th Chinese Control Conference. CDC/CCC 2009. Proceedings of the 48th IEEE Conference on, pp. 1020--1025

Generalization of Hilbert transform for symbolic analysis of noisy signals
Soumik Sarkar, Kushal Mukherjee, Asok Ray
Signal Processing 89(6), 1245--1251, Elsevier, 2009


2008

Fault diagnosis and isolation in aircraft gas turbine engines
S Sarkar, K Mukherjee, A Ray, M Yasar
American Control Conference, 2008, pp. 2166--2171

Estimation of multiple parameters in dynamical systems
Chinmay Rao, Kushal Mukherjee, Soumik Sarkar, Asok Ray
American Control Conference, 2008, pp. 1292--1297

Fault detection and isolation in aircraft gas turbine engines. Part 2: validation on a simulation test bed
S Sarkar, M Yasar, S Gupta, A Ray, K Mukherjee
Proceedings of the Institution of Mechanical Engineers, Part G: Journal of Aerospace Engineering 222(3), 319--330, Prof Eng Publishing, 2008