[PDF] Top 20 Gibbsian method for the self optimization of cellular networks

... classical networks made of macro cells only, optimizing any of the above three elements independently can effec- tively improve the system ...heterogeneous networks made of a juxta- position of macro and ... See full document

... Remark 1. In Problem 1, the objective function and all constraints are linear except for the constraint (4). Once we calculate the required bandwidth for the ith cell using the non-linear constraint (4) iteratively we ... See full document

... robustness optimization in macrocells, the frequent switching on/off of them require robustness of the femtocell handover optimization, and traditional handover optimization may not be feasible for ... See full document

... Femtocell is a promising solution for enhancing the indoor coverage and capacity in wireless networks. However, for the small size of femtocell and potentially frequent power on/off, existing handover schemes may ... See full document

... Abstract— Over the last decade, significant progress has been made in understanding complex biological systems, however there have been few attempts at incorporating this knowledge into nature inspired ... See full document

... optimize networks and transform them from merely being a blind tube that conveys data, into a cognitive, conscious, and self-optimizing entity that can intelligently adapt according to the needs of its ...a ... See full document

... connected cellular call is transferred from one cell site to another without disconnecting the ...the Self-Organizing Network (SON) feature, the LTE handover management for the serving cell and the ... See full document

... sensor networks (WSN) has turned into the most critical method for providing solutions for different entangled ...sensor networks protocols or algorithms must have self-organizing capacity ... See full document

... with cellular technology based on frequency ...joint optimization of antenna parameters in LTE-A cellular networks is the key to maximizing coverage and ... See full document

... b. Whenever b is di ff erent from zero, our CNN template minimizes the energy with form (5). The first part of it being the energy of the considered spin-glass-type model and the second part an additional term, which gets ... See full document

... engineering optimization prob- lems, the Parameter Space Investigation (PSI) method has been ...this method, in the process of dialogues with a computer, the expert deter- mines the criteria ... See full document

... Networks (SONs) are being studied for future network deploy- ments [2]. In principle, a SON pursues the goal of adapting to the changes in the conditions of the network to provide good performance in a fast and ... See full document

... data networks have recently witnessed rapid growth, especially due to the emergence of smartphones which led to an ever-increasing demand for wireless services in cer- tain licensed and unlicensed spectrum bands ... See full document

... In this topic we investigate if and how the small world and scale-free network concepts can be created in cellular wireless networks so that they become scalable (e.g., average number of hops between node ... See full document

... The challenge of this paper was to try to express the logical rules that govern regulatory circuits verbally, without using any formalism. This is in no way a repudiation of my theoretical work: almost none of the ideas ... See full document

... In this paper, we consider an approach to sensor network self-calibration using sources at unknown locations in the field. Thus, we relax the assumption that beacon signals at known locations are available. The ... See full document

... first method is characterized by very severe pH (1-2) and temperature (100-150 °C) conditions, thus rendering the end product unsuitable for use as food ...This method is suitable only for hydrolysis of ... See full document

... Optimization of fermentation medium and extraction process was done using one factor at-a-time method. The production media was selected for the optimization study. Flasks containing media, which was ... See full document

... separate self-organization pro- cedures (i.e. self-configuration, self-optimization, ...the self-organizing procedures for known network fault scenarios within the nodes ... See full document

... where N is the pattern number and f is Δp or η. The comparison of RMSE for the training and testing data of the objective functions are shown in Table 5. As seen, the GMDH-type neural network predicts the objective ... See full document