Inria
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Raweb 2010
Presentation of the Project ASPI
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ASPI
Applications of interacting particle systems to statistics
2010 Research Team Activity Report
Rennes - Bretagne-Atlantique
Field :
Applied Mathematics, Computation and Simulation
Theme : Stochastic Methods and Models
Presentation of the Project-Team
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Members
Overall Objectives
Scientific Foundations
Interacting Monte Carlo methods and particle approximation of Feynman–Kac distributions
Statistics of HMM
Multilevel splitting for rare event simulation
Nearest neighbor estimates
Application Domains
Localisation, navigation and tracking
Rare event simulation
New Results
Reactive trajectories for molecular dynamics
Smoothed splitting method for satisfiability problems
Simulation and estimation of extreme quantiles and extreme probabilities
Design of artificial Markov dynamics
Impact of dimension in particle filtering
Sequential data assimilation: ensemble Kalman filter vs. particle filter
Contracts and Grants with Industry
Safety, complexity and responsibility based design and validation of highly automated air traffic management (iFLY) — FP6 Aerospace
Terrain–aided navigation — contract with Thalès Communications
Optimization of sensors location and activation — contract with DGA / CTSN (centre technique des systèmes navals)
Information fusion for localisation (FIL) — ANR Télécommunications
Ensemble methods for prediction and data assimilation (PREVASSEMBLE) — ANR Conception et Simulation
Security and reliability in digital watermarking (NEBBIANO) — ANR Sécurité
Real–time adaptive coherent heterodyne detector for future optical networks (TCHATER) — ANR Télécommunications
Slightly–multimodal transmission and detection (STRADE) — ANR Réseaux du Futur et Services
Dissemination
Scientific animation
Teaching
Participation in workshops, seminars, lectures, etc.
Bibliography
Major publications
Publications of the year
References in notes
