Interacting multiple model methods in target tracking: a survey

E Mazor, A Averbuch, Y Bar-Shalom… - IEEE Transactions on …, 1998 - ieeexplore.ieee.org
The Interacting Multiple Model (IMM) estimator is a suboptimal hybrid filter that has been
shown to be one of the most cost-effective hybrid state estimation schemes. The main …

Survey of maneuvering target tracking. Part V. Multiple-model methods

XR Li, VP Jilkov - IEEE Transactions on aerospace and …, 2005 - ieeexplore.ieee.org
This is the fifth part of a series of papers that provide a comprehensive survey of techniques
for tracking maneuvering targets without addressing the so-called measurement-origin …

Multiple-model estimation with variable structure

XR Li, Y Bar-Shalom - IEEE Transactions on Automatic control, 1996 - ieeexplore.ieee.org
Existing multiple-model (MM) estimation algorithms have a fixed structure, ie they use a fixed
set of models. An important fact that has been overlooked for a long time is how the …

A new autocovariance least-squares method for estimating noise covariances

BJ Odelson, MR Rajamani, JB Rawlings - Automatica, 2006 - Elsevier
Industrial implementation of model-based control methods, such as model predictive control,
is often complicated by the lack of knowledge about the disturbances entering the system. In …

A recursive multiple model approach to noise identification

XR Li, Y Bar-Shalom - IEEE Transactions on Aerospace and …, 1994 - ieeexplore.ieee.org
Correct knowledge of noise statistics is essential for an estimator or controller to have
reliable performance. In practice, however, the noise statistics are unknown or not known …

[PDF][PDF] Engineer's guide to variable-structure multiple-model estimation for tracking

XR Li, Y Bar-Shalom, WD Blair - Multitarget-multisensor tracking …, 2000 - Citeseer
Target tracking is a hybrid estimation problem involving both continuous and discrete
uncertainties [31]. In the prevailing approaches to target tracking, the modeling of the target …

Landslides in the North Atlantic and its adjacent seas: an analysis of their morphology, setting and behaviour

V Hühnerbach, DG Masson - Marine Geology, 2004 - Elsevier
A unique and comprehensive collection of submarine landslide data from different tectonic
environments in the North Atlantic, based on published literature and industry sources, is …

Performance prediction of the interacting multiple model algorithm

XR Li, Y Bar-Shalom - IEEE Transactions on Aerospace and …, 1993 - ieeexplore.ieee.org
The interacting multiple model (IMM) algorithm has been shown to be one of the most cost-
effective estimation schemes for hybrid systems. Its performance, however, could only be …

Short‐term bus passenger demand prediction based on time series model and interactive multiple model approach

R Xue, D Sun, S Chen - Discrete Dynamics in Nature and …, 2015 - Wiley Online Library
Although bus passenger demand prediction has attracted increased attention during recent
years, limited research has been conducted in the context of short‐term passenger demand …

Multiple-model estimation with variable structure. V. Likely-model set algorithm

XR Li, Y Zhang - IEEE Transactions on Aerospace and …, 2000 - ieeexplore.ieee.org
For pt. IV see ibid., vol. 35, no. 1, p. 242-254 (1999). A multiple-model (MM) estimator with a
variable structure, called likely-model set (LMS) algorithm, is presented, which is generally …