Sumeetpal S. Singh
Publications by Year
Research Areas
Target Tracking and Data Fusion in Sensor Networks, Bayesian Methods and Mixture Models, Gaussian Processes and Bayesian Inference, Markov Chains and Monte Carlo Methods, Distributed Sensor Networks and Detection Algorithms
Most-Cited Works
- → Sequential monte carlo methods for multi-target filtering with random finite sets(2005)1,228 cited
- → Particle Methods for Change Detection, System Identification, and Control(2004)330 cited
- → Sequential monte carlo implementation of the phd filter for multi-target tracking(2003)308 cited
- → An Overview of Sequential Monte Carlo Methods for Parameter Estimation in General State-Space Models(2009)267 cited
- → Particle approximations of the score and observed information matrix in state space models with application to parameter estimation(2011)235 cited
- → Tracking an unknown time-varying number of speakers using TDOA measurements: a random finite set approach(2006)207 cited
- → Novel data association schemes for the probability hypothesis density filter(2007)156 cited
- → Bayesian Time Series Models(2011)147 cited
- → Filtering via approximate Bayesian computation(2010)104 cited
- → Auxiliary Particle Implementation of Probability Hypothesis Density Filter(2010)95 cited