8000 GitHub - nicaless/distributed_phd_filter: Code for "Resilience in multi-robot multi-target tracking with unknown number of targets through reconfiguration"
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Code for "Resilience in multi-robot multi-target tracking with unknown number of targets through reconfiguration"

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nicaless/distributed_phd_filter

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Code for "Resilience in multi-robot multi-target tracking with unknown number of targets through reconfiguration" which includes Python implementations the distributed multi-robot PHD filter and resilient reconfiguration methodology described in the paper.

Required Packages

Assumes installation of Python3 and valid MOSEK license.

cvxopt==1.2.5
decorator==4.4.2
llvmlite==0.35.0
Mosek==9.2.36
networkx==2.5
numba==0.52.0
numpy==1.19.5
pandas==1.1.5
PICOS==2.1.2
python-dateutil==2.8.1
pytz==2021.1
scipy==1.5.4
six==1.15.0

Simple Usage

To run a simulation trial for 3 robot trackers execute:

python run_sim.py 3 [SAVE FOLDER]

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Code for "Resilience in multi-robot multi-target tracking with unknown number of targets through reconfiguration"

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