Networked sensor management and data rate control for tracking maneuvering targets

Authors:
R. Evans;V. Krishnamurthy;G. Nair;L. Sciacca
Affiliations:
Nat. ICT Australia Victoria Res. Lab., Univ. of Melbourne, Vic., Australia;-;-;-
Venue:
IEEE Transactions on Signal Processing
Year:
2005

Citing 0
Cited 3

Optimal threshold policies for multivariate POMDPs in radar resource management

IEEE Transactions on Signal Processing
Optimal rate allocation for multi-sensor distributed estimation

CCDC'09 Proceedings of the 21st annual international conference on Chinese Control and Decision Conference
PCRLB-based sensor selection for maneuvering target tracking in range-based sensor networks

Future Generation Computer Systems

Quantified Score

Hi-index	35.69

Visualization

Abstract

This paper presents sensor and data rate control algorithms for tracking maneuvering targets. The manuevering target is modeled as a jump Markov linear system. We present novel extensions of the Interacting Multiple Model (IMM), Particle filter tracker, and Probabilistic Data Association (PDA) algorithms to handle sensor and data rate control. Numerical studies illustrate the performance of these sensor and data rate control algorithms.