i need to simulate a wlan network powered by solar panels and use pso and gwo algorithms to optimize the energy distribution via poe where a central node is equipped with solar panels and other APs have a rechargeble battery

Job ID: 38670277

Budget: $250 – $750 AUD

To simulate a wlan network with a SDN controller using MATLAB simulink , where there is a central node called C with energy harvesting capability( solar panels.) The power received by node C is random. There are N APs; each has a rechargeable battery and is connected to node C to receive power. There are K users distributed randomly in an area covered by N APs. The simulation should distribute energy from node C to each AP using PoE (Power over Ethernet) and to associate each user to an AP such that all users are connected at all times. We can use sdn for managing network centrally and to distribute resources dynamically. The number of active APs at a time should depend on the available energy at the time, battery levels of each AP and the no. of users connected. The key is the no. Of active APs should be kept as low as possible while maintaining the connection to all the users at the moment to make it more energy efficient. And energy distribution should be optimized using PSO and GWO. And the simulation should be done in such a way that results can be obtained for different scenarios like different no. Of users and different energy availabilities (about 4 scenarios)[ like the no. of active APs should be different for different no.of users and different energy levels.). The no. of active Aps against the no of users and available energy should be displayed. And the energy efficiency difference between when using only pso and when using both pso and GWO together should be shown and analysed. Also power loss when no optimization algorithm is used, when only pso is used, when only gwo is used and when both pso and gwo are used together should be obtained.