Sumeetpal Sidhu Singh
Sumeetpal Sidhu Singh
Tibra Foundation Chair in Mathematical Sciences, School of Mathematics, University of Wollongong
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Sequential Monte Carlo methods for multitarget filtering with random finite sets
BN Vo, S Singh, A Doucet
Aerospace and Electronic Systems, IEEE Transactions on 41 (4), 1224-1245, 2005
On Particle Methods for Parameter Estimation in State-Space Models
N Kantas, A Doucet, SS Singh, J Maciejowski, N Chopin
Statistical Science 30 (3), 328-351, 2015
Particle methods for change detection, system identification, and control
C Andrieu, A Doucet, SS Singh, VB Tadic
Proceedings of the IEEE 92 (3), 423-438, 2004
An overview of sequential Monte Carlo methods for parameter estimation in general state-space models
N Kantas, A Doucet, SS Singh, JM Maciejowski
IFAC Proceedings Volumes 42 (10), 774-785, 2009
Tracking an unknown time-varying number of speakers using TDOA measurements: A random finite set approach
WK Ma, BN Vo, SS Singh, A Baddeley
Signal Processing, IEEE Transactions on 54 (9), 3291-3304, 2006
Particle approximations of the score and observed information matrix in state space models with application to parameter estimation
G Poyiadjis, A Doucet, SS Singh
Biometrika 98 (1), 65-80, 2011
Novel data association schemes for the probability hypothesis density filter
K Panta, BN Vo, S Singh
IEEE Transactions on Aerospace and Electronic Systems 43 (2), 556-570, 2007
On particle Gibbs sampling
N Chopin, SS Singh
Bernoulli 21 (3), 1855-1883, 2015
Auxiliary particle implementation of probability hypothesis density filter
N Whiteley, S Singh, S Godsill
IEEE Transactions on Aerospace and Electronic Systems 46 (3), 1437-1454, 2010
Probability hypothesis density filter versus multiple hypothesis tracking
K Panta, BN Vo, S Singh, A Doucet
Signal processing, sensor fusion, and target recognition XIII 5429, 284-295, 2004
Filtering via approximate Bayesian computation
A Jasra, SS Singh, JS Martin, E McCoy
Statistics and Computing 22 (6), 1223-1237, 2012
Parameter Estimation for Hidden Markov Models with Intractable Likelihoods
TA Dean, SS Singh, A Jasra, GW Peters
Scandinavian Journal of Statistics 41 (4), 970-987, 2014
Forward smoothing using sequential Monte Carlo
P Del Moral, A Doucet, S Singh
Arxiv preprint arXiv:1012.5390, 2010
Integrated voice/data call admission control for wireless DS-CDMA systems
S Singh, V Krishnamurthy, HV Poor
IEEE Transactions on Signal Processing 50 (6), 1483-1495, 2002
Convergence of the SMC Implementation of the PHD Filte
AM Johansen, SS Singh, A Doucet, BN Vo
Methodology and Computing in Applied Probability 8 (2), 265-291, 2006
Maximum likelihood parameter estimation in general state-space models using particle methods
G Poyiadjis, A Doucet, SS Singh
Proc of the American Stat. Assoc, 2005
A backward particle interpretation of Feynman-Kac formulae
P Del Moral, A Doucet, SS Singh
ESAIM: Mathematical Modelling and Numerical Analysis 44 (5), 947-975, 2010
Improved probability hypothesis density (PHD) filter for multitarget tracking
K Panta, B Vo, S Singh
2005 3rd International Conference on Intelligent Sensing and Information …, 2005
Adaptive step-size algorithms for blind interference suppression in DS/CDMA systems
V Krishnamurthy, G Yin, S Singh
IEEE Transactions on Signal Processing 49 (1), 190-201, 2001
Filters for spatial point processes
SS Singh, BN Vo, A Baddeley, S Zuyev
SIAM Journal on Control and Optimization 48 (4), 2275-2295, 2009
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