HMM based sensor fault detection in neuromuscular blockade control

• Tipo: Artigo em Livro de Atas de Conferência Internacional
• Data: 2015

Autores

Lemos, JM (Autor) Outra; Magalhaes, H (Autor) Outra; Mendonca, T (Autor) FCUP

Ata de Conferência Internacional

Título: 2007 European Control Conference, ECC 2007

Páginas: 2547-2553

2007 9th European Control Conference, ECC 2007

2 July 2007 through 5 July 2007

Indexação

Scopus - 0 Citações

Outras Informações

ID Authenticus: P-00A-C0M

Abstract (EN): The problem of embedding sensor fault tolerance in the control of neuromuscular blockade of patients subject to anesthesia for surgery is considered. A hidden Markov model whose state, assumed unavailable for direct observation, is estimated using a nonlinear filtering algorithm (special case of Baum's algorithm), is proposed for detecting the faults. The resulting algorithm is illustrated by simulations with realistic models of neuromuscular blockade. © 2007 EUCA.

Idioma: Inglês

Tipo (Avaliação Docente): Científica