A comparative study of nonlinear filtering techniques

AK Tilton, S Ghiotto, PG Mehta - Proceedings of the 16th …, 2013 - ieeexplore.ieee.org
In a recent work it is shown that importance sampling can be avoided in the particle filter
through an innovation structure inspired by traditional nonlinear filtering combined with …

Quadrotor control for RF source localization and tracking

JT Isaacs, F Quitin, LRG Carrillo… - 2014 International …, 2014 - ieeexplore.ieee.org
Preliminary results on quadrotor control strategies enabling omnidirectional radio frequency
(RF) sensing for source localization and tracking are discussed. The use of a quadrotor for …

Probabilistic data association-feedback particle filter for multiple target tracking applications

T Yang, PG Mehta - Journal of Dynamic Systems …, 2018 - asmedigitalcollection.asme.org
This paper is concerned with the problem of tracking single or multiple targets with multiple
nontarget-specific observations (measurements). For such filtering problems with data …

Comparison of nonlinear filtering techniques

S Ghiotto - 2014 - ideals.illinois.edu
In a recent work it is shown that importance sampling can be avoided in the particle filter
through an innovation structure inspired by traditional nonlinear filtering combined with …

Comparison of two nonlinear filtering techniques-the extended Kalman filter and the feedback particle filter

KK Medarametla - 2014 - ideals.illinois.edu
In a recent work it has been shown that importance sampling can be avoided in particle filter
through an innovation structure inspired by traditional nonlinear filtering combined with …