67 citations · 227 across the 41 of their papers we have counts for
4 papers · 1 filter
Unique Ergodicity of Non-Linear Filters via Reachability and Uniform Weak Continuity
Yunus Emre Demirci, Serdar Yüksel
We present a reachability based approach to establish unique ergodicity of non-linear filter processes where state space of a hidden Markov model is a compact Polish metric space a…
Exponential Filter Stability via Dobrushin's Coefficient
Curtis McDonald, Serdar Yuksel
Filter stability is a classical problem in the study of partially observed Markov processes (POMP), also known as hidden Markov models (HMM). For a POMP, an incorrectly initialized…
On Stochastic Stability of a Class of non-Markovian Processes and Applications in Quantization
Serdar Yüksel
In many applications, the common assumption that a driving noise process affecting a system is independent or Markovian may not be realistic, but the noise process may be assumed t…
On Rates of Convergence for Markov Chains under Random Time State Dependent Drift Criteria
Ramiro Zurkowski, Serdar Yüksel, Tamás Linder
Many applications in networked control require intermittent access of a controller to a system, as in event-triggered systems or information constrained control applications. Motiv…