Emission Strategies to Optimize Monitoring

General information

This project includes all the code used for the creation of the figures, as well as for the simulations of : "Emission Strategies to Optimize Monitoring".

Start

All the code is writen in Python. The packages used are :

math, matplotlib, numpy, random, statistics

Functions, modules and their use

conf

All the parameters fixed in the paper are represented in this file.

simulation

The module named 'simulation" is a generic module to simulate emissions of sensors, according to an period update function (here the function is the file "f_M_tau_function_and_plots/f_M_tau.py"), and provide the performance metrics.

f_M_tau_function_and_plots

Represent the function f_M_tau and all the function helping for the plots of the refered paper.

Use of the toy example

In ordre to simulate the type of examples presented in the definitions of the period update function.

Run the file :

using_of_Cycle_M_and_vizualisation/toy_example.py

You will be asked for the parameters to be set, and the function will display an illustration of the emissions.

Filling up the data base

You will file the data-base named "json_files/data_base_for_choice_of_f.json". It is already in the reppository. Otherwise, you can run :

using_of_Cycle_M_and_vizualisation/filling_json_db.py

By default, it initialise the json file (function "initialisation_of_json_file(json_to_fill)"), then fill it with the metrics of time of monitoring and diversity penalty for functions with parameters of M and tau :

M_list = [1, 2, 3, 5, 10, 15, 20, 30, 40, 50, 75, 100, 125, 150, 200]
tau_list = [0.5 + 0.05 * i for i in range(250)]

Vizualisation of the data base

By default, it will show the data base following the order of the figures shown in the paper, from the part named "simulation".

binary_tree_function_periodic_recept & binary_tree_function_no_hypothesis

These modules are used for further publications.

Authors

Gwen MAUDET, IMT Atlantique, IRISA, OCIF

Mireille BATTON-HUBERT, EMSE

Patrick MAILLE, IMT Atlantique, IRISA, Dyonisos

Laurent TOUTAIN, IMT Atlantique, IRISA, OCIF