Abbrevation
NSSPW
City
Cambridge, MA
Country
UK
Deadline Paper
Start Date
End Date
Abstract

A workshop in nonlinear sequential estimation and processing, bringing together classical, modern unscented and particle filtering methods as well as newly emerging techniques; topics include filtering, smoothing and the sequential treatment of batch problems&#046; Theory, computational methods and applications are welcome&#046; The workshop will be held in the beautiful and historic surroundings of Corpus Christi College, Cambridge, UK&#046; <b>Keywords:</b> Classical, unscented, particle and emerging techniques for: filtering, smoothing, large&#8211;scale problems, batch problems, parameter estimation, model selection, detection&#046;<br>Applications including (but not limited to): Tracking (sonar, radar, etc&#046;), Communications, Audio, Speech and Music, Acoustics (underwater acoustics, ultrasonics, NDE, etc&#046;), Spectroscopy, Computational Biology/Genomics, Robotics/Computer Vision, Deconvolution, Imaging and Pattern recognition, Finance, Physics&#8211;based applications, Automatic Control, Sensor Networks&#046;<br>Methodology/Theory: Monte Carlo methods (particle filters, sequential importance sampling, quasi&#8211;Monte Carlo, Markov Chain Monte Carlo, &#046;&#046;&#046;), nonlinear Kalman filters (grid&#8211;based, unscented, Gaussian sum, &#046;&#046;&#046;), mixture Kalman filters, continuous/ discrete&#8211;time systems, convergence theory, complexity analysis, distributed/decentralized/parallel processing, hardware and implementational issues&#046;<br>