User Centric Optimization in MANETS using Firefly algorithm
N. Venkata Ramana Gupta · International Journal of Advanced Trends in Computer Science and Engineering · 2020
The world is moving into a direction where the humans are assisted by controlling systems to give outmost comfort to the user.Humans are more inclined and addicted to computing devices and in particular mobile device.The mobile devices are becoming more robust in terms of computations because of their tremendous increase in their capabilities with the assistance of allied branches like computer networks, Artificial Intelligence and machine learning.Generally Mobile device is controlled by cellular towers presently.As the abilities of mobile devices are increasing it seems that the user has to be given the choice of selecting and opting to the requirements according to his wish.When the user (Mobile device) is moving, the controlling is done by the cellular towers.In this scenario the mobile will have less control, in our next generation mobile device because of robustness and latest configuration the choice of selecting the services which are offered by the cellular towers in the vicinity of the user mobile is decided by the mobile device (user).We call this as User Centric.The device executes Nature Inspired algorithm called Firefly algorithm which is a PSO based algorithm basically to find the best tower that can extend the service which the user requires or specifies and after optimization of algorithm with the given user input parameters switching takes place basing on the outcome of the selection the user mobile device will establish her network connection with the mobile tower and continue with the user specified parameters services till the next type of service is opted by the user mobile device.