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Teoriya Veroyatnostei i ee Primeneniya, 1995, Volume 40, Issue 4, Pages 859–872
(Mi tvp3667)
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This article is cited in 47 scientific papers (total in 47 papers)
Non-linear filtering using random particles
P. Del Moral Universite Paul Sabatier M.I.G., Laboratoire de Statistiques et Probabilites, Toulouse, France
Abstract:
This paper is concerned with extending the particle solution of nonlinear discrete-time filtering problems developed in [Ph.D. thesis, Universitй Paul Sabatier, Tolouse, France, 1994], [Contrat 89.34.553.00.470.75.01, DIGILOG-DRET, 1992], and [Proc. l4iйme Colloque GRETSI, Juan les Pins, September, 13–16, 1993] to continuous-time problems. The minimal sufficient conditions for a time-uniform convergence of our particle filter are quite similar to those described in [Ph.D. thesis, Universitй Paul Sabatier, Tolouse, France, 1994]. Guided by Sussmann's condition, which ensures the continuity of the conditional expectation, we introduce a new regularity concept in this paper.
Keywords:
nonlinear, filtering, particle methods.
Received: 08.06.1995
Citation:
P. Del Moral, “Non-linear filtering using random particles”, Teor. Veroyatnost. i Primenen., 40:4 (1995), 859–872; Theory Probab. Appl., 40:4 (1995), 690–701
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https://www.mathnet.ru/eng/tvp3667 https://www.mathnet.ru/eng/tvp/v40/i4/p859
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Abstract page: | 295 | Full-text PDF : | 97 | First page: | 10 |
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