Spectrum allocation using fuzzy logic with optimal power in wireless network

Abstract

This paper presents an autonomous method which is based on the fuzzy logic and optimal power in orthogonal frequency division multiple access (OFDMA). Our proposed method assigns resource blocks (RBs) to users using the fuzzy logic, where transmitted power is calculated for each RB, without any communication between cells. Gathering information such as, required rate of a user, desired signal level, fading on each RB, and the interference level seen of each RB results in completely autonomous approach. Using fuzzy logic our proposed method determine the optimal RB assignment.. Moreover, this method calculates the required power to achieve desired RB taking into account the signal quality. Therefore, the presented method potentially satisfies user rate and provides appropriate quality of service (QoS). Simulation results show that proposed method reduces average power while achieving a high sum rate for users with low computational complexity. Therefore, the proposed methods' solution is reasonably close to optimal solution Keywords-fuzzy logic; RB; OFDMA; optimal power I.

Game Theoretic Spectrum Allocation in Femtocell Networks for Smart Electric Distribution Grids

“…Then we derive a closed form solution for the proposed formulation. To tackle this problem, authors in [33] solve a resource allocation problems in an iterative fashion whereas [34] propose a Fuzzy Logic approach to solve this problem.…”