In this paper, a distributed and autonomous technique for resource and power allocation in orthogonal frequency division multiple access (OFDMA) femto-cellular networks is presented. Here, resource blocks (RBs) and their corresponding transmit powers are assigned to the user(s) in each cell individually without explicit coordination between femto-base stations (FBSs). The “allocatability” of each resource is determined utilising only locally available information of the following quantities: ; the required rate of the user; : the quality (i.e., strength) of the desired signal; : the frequency-selective fading on each RB; and : the level of interference incident on each RB. Using a fuzzy logic system, the time-averaged values of each of these inputs are combined to determine which RBs are most suitable to be allocated in a particular cell, i.e., which resources can be allocated such that the user requested rate(s) in that cell are satisfied.
- wireless networks
- fuzzy logic
Burchardt, H., Sinanovic, S., Bharucha, Z., & Haas, H. (2013). Distributed and autonomous resource and power allocation for wireless networks. IEEE Transactions on Communications, 61(7), 2758-2771. https://doi.org/10.1109/TCOMM.2013.053013.120916