Title :
Survey of maneuvering target tracking. Part V. Multiple-model methods
Author :
Li, X. Rong ; Jilkov, Vesselin P.
Author_Institution :
Dept. of Electr. Eng., New Orleans Univ., LA, USA
Abstract :
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 uncertainty. Part I and Part II deal with target motion models. Part III covers measurement models and associated techniques. Part IV is concerned with tracking techniques that are based on decisions regarding target maneuvers. This part surveys the multiple-model methods $the use of multiple models (and filters) simultaneously - which is the prevailing approach to maneuvering target tracking in recent years. The survey is presented in a structured way, centered around three generations of algorithms: autonomous, cooperating, and variable structure. It emphasizes the underpinning of each algorithm and covers various issues in algorithm design, application, and performance.
Keywords :
measurement uncertainty; target tracking; variable structure systems; autonomous algorithm; cooperating algorithm; maneuvering target tracking; measurement-origin uncertainty; multiple-model methods; variable structure algorithm; Algorithm design and analysis; Data processing; Filters; Hidden Markov models; Mathematical model; Measurement uncertainty; Pattern matching; Random variables; Signal processing; Target tracking;
Journal_Title :
Aerospace and Electronic Systems, IEEE Transactions on
DOI :
10.1109/TAES.2005.1561886