146 citations · 435 across the 22 of their papers we have counts for
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stat.CO2013★ 2 cited
On-line Bayesian parameter estimation in general non-linear state-space models: A tutorial and new results
Aditya Tulsyan, Biao Huang, R. Bhushan Gopaluni +1
On-line estimation plays an important role in process control and monitoring. Obtaining a theoretical solution to the simultaneous state-parameter estimation problem for non-linear…
stat.CO2013★ 1 cited
A particle filter approach to approximate posterior Cramér-Rao lower bound
Aditya Tulsyan, Biao Huang, R. Bhushan Gopaluni +1
The posterior Cramér-Rao lower bound (PCRLB) derived in Tichavský et al., 1998, provides a bound on the mean square error (MSE) obtained with any non-linear state filter. Computing…