An accelerated IMM-JPDA algorithm for tracking multiple maneuvering targets in clutter

L Bojilov, K Alexiev… - Information & Security: An …, 2002 - connections-qj.org
target tracking is to track multiple maneuvering targets in heavy clutter. Numerous methods
and … Our extension to IMM JPDA algorithm is directed to the most time consuming part of the …

A fast JPDA-IMM-UKF algorithm based DFS approach for highly maneuvering targets

MS Djouadi, Y Morsly, D Berkani - Proceedings of the 6th WSEAS …, 2006 - dl.acm.org
… nonlinear IMM algorithm (IMM-… accelerated JPDA approach based on the depth first search
(DFS) technique [10]. The derived algorithm from the combination of the IMM-UKF algorithm

[PDF][PDF] A Matlab tool for development and testing of track initiation and multiple target tracking algorithms

K Alexiev - Information and Security, 2002 - isij.eu
… selection of a complex target and clutter scenario and an a … hundreds of targets moving
rectilinearly or maneuvering with … target position, target speed, target transversal acceleration

Improved joint probabilistic data association method based on interacting multiple model

X Li - Journal of Networks, 2014 - search.proquest.com
… trajectory, such as position, speed and acceleration [1], can be … clutter environment,
this paper organically combines these two algorithms and puts forward an improved IMM-JPDA

Interactive Multi-Model Independent Joint Probabilistic Data Association Filtering Algorithm

X Yu, F Xi-an, Z Ni - Journal of Physics: Conference Series, 2021 - iopscience.iop.org
algorithm. At present, the most mature solution for tracking multiple maneuvering targets in
the clutter … Add different parameters of uniformly accelerated models, uniform circular models …

[PDF][PDF] Sensor Data Fusion

J Dezert, A Tchamova, T Semerdjiev, E Djerassi… - Information & …, 2002 - files.ethz.ch
… Cox is embedded in IMM-JPDA algorithm for determining a ranked … algorithm assures
continuous maneuver detection and adequate estimation of maneuvering targets in heavy clutter

Spatio-Temporal Data Visualization and Analysis for Multi-Target Tracking

K Alexiev - NATO Science Series Sub Series III Computer and …, 2005 - books.google.com
… the selection of complex target and clutter scenarios and an a … hundreds of targets moving
rectilinearly or maneuvering with … –“An Accelerated IMM JPDA Algorithm for Tracking Multiple …

Distributed multi-target tracking based on the K-MTSCF algorithm in camera networks

Y Chen, Q Zhao, Z An, P Lv, L Zhao - IEEE Sensors Journal, 2016 - ieeexplore.ieee.org
… all multi-target tracking algorithms. In this paper, we focus on the problem of tracking multi-targets
are very robust even to a very high amount of clutter, and so λ is set to 3 in this paper. …

[图书][B] Target Tracking in Environments of Rapidly Changing Clutter

K Dutson - 2015 - search.proquest.com
… Future work in this area will include, first and foremost, the incorporation of acceleration into
the model. This will allow us to explore target turning, and having the target maneuver in and …

Infrastructure-Based LiDAR Monitoring for Assessing Automated Driving Safety

A Srinivasan, Y Mahartayasa, VC Jammula, D Lu… - 2022 - sae.org
… It is also a quick way of organizing data points to accelerate … of clutter, which occurs when
multiple tracking subjects are … of the IMM and JPDA algorithms together in an IMM-JPDA filter …