Self Organizing Networks
A Traffic Adaptive Media Access Control Protocol with Hybrid Slot Allocation for Self Organizing Networks
... in self-organizing networks (SONs), this paper proposes a time division multiple access (TDMA) style MAC protocol based on hybrid slot allocation with traffic ...
6
Improved Local Route Repair And Congestion Control In Self Organizing Networks
... for self organizing networks use the route until any link breakage ...these networks all nodes have random mobility behavior which leads to changes in topology and frequent breakage of ...
8
Twins: Easy-managed location in self-organizing networks using Hilbert space-filling curves
... The need for efficient location mechanisms is an important issue in self-organizing networks where topologies become larger and more complex in their addressing structures. In this paper, we propose ...
22
Methods for Self-Healing based on traces and unsupervised learning in Self-Organizing Networks
... communication networks is to increase the level of automation in order to enhance network performance while reducing Oper- ational Expenditure ...hand, Self-Organizing Networks (SON) include ...
84
Performance Analysis of Self Organizing Networks
... that self-healing process can be used to identify cells and user equipments and optimise ...that Self-organization technology can be an effective tool to achieve optimization and reduce operational ...
8
Adaptive Cellular Layout in Self-Organizing Networks using Active Antenna Systems
... the self-optimization features of SON that automatically adjusts mobility related network parameter configurations by autonomously detecting handover related connection failures ...
176
A two stage game theoretic approach for self organizing networks
... mobile networks and the long term evolution-advanced systems, the intra-cell interferences are avoided and the quality of service has ...cellular networks using fractional frequency reuse and allowing each ...
13
Self-organizing networks
... complex networks are ...A self-organizing network reduces OPEX, as some functions are automatized and may only require minimum human intervention, and, also, reduces CAPEX, as a better usage of the ...
63
A Survey of Self-Organizing Networks (SON)
... Only [25]–[28] consider an OFDMA based systems and propose algorithms for dynamic association or coverage adaptation. References [25] and [26] use coverage adaptation or dynamic association, as termed by the authors, for ...
8
Reinforcement Learning in Self Organizing Cellular Networks
... Self-organizing networks (SONs) can help manage the severe interference in dense heterogeneous networks ...a self-organizing mechanism that enables ongoing transmit power ...
163
Analytical SIR for Self Organizing Wireless Networks
... The commonly used path loss equation [2] only accounts for the large-scale path loss with regular cell deployment scenarios, which is incomplete for studying self-organizing networks. The new path ...
8
Spam Review Detection Using Self-Organizing Maps and Convolutional Neural Networks
... In this work, we introduce a novel approach to distinguish fake reviews from the truthful ones. This approach uses self-organizing maps (SOM) and convolutional neural networks (CNN) in a special ...
72
On Self-Organizing Systems and Their Environments*
... However, it may be argued that it is unfair to the system to make it responsible for changes in the whole universe and that this apparent incon- sistency came about by not only paying attention to the system proper but ...
19
A Self-organizing Wireless Sensor Networks Based on Quantum Ant Colony Evolutionary Algorithm
... sensor networks based on QACEA (Quantum Ant Col- ony Evolutionary Algorithm) is proposed to introduce the quantum state vector into the ACO coding, and the quantum rotation port is used to realize the dynamic ...
12
Energy based Self Organizing Tree based Routing Strategy for Wireless Sensor Networks
... General Self-Organized Tree-based Energy Balance routing protocol (GSTEB) was proposed to overcome the drawbacks of the existing protocols where network gathers data from a territory time to time where each node ...
6
Energy Based Clustering Self Organizing Map Protocol For Wireless Sensor Networks
... neural networks (called EBC-S) which applies energy levels and coordinates of nodes as clustering input parameters and uses some nodes with maximum energy levels as weight vectors of SOM map ...
13
Aspects of knowledge mining on minimizing drive tests in self-organizing cellular networks
... Radio network fault management (or troubleshooting), is a crucial part of the radio network operation process. Its purpose is to ensure high reliability and constant availability of the networks. The aim of ...
124
Modelling and Self-organizing in Mobile Wireless Sensor Networks: Application to Fire Detection
... fire will trigger, we employ a strategy patrol sensor. This pres- ence of obstacles in the environment requires the use of an ap- propriate model for avoiding obstacles. For this, we propose a force-based model. The MAS ...
7
A REVIEW ON SELF-ORGANIZING CLUSTERING METHODS FOR ENERGY-EFFICIENT DATA GATHERING IN SENSOR NETWORKS
... 4.4 An Energy-Efficient Unequal Clustering Mechanism For Wireless Sensor Networks(EEUC) [7] This method of unequal clustering wisely cluster the network into unequal size clusters. EEUC is a distributed ...
8
Enhanced data clustering and classification using auto-associative neural networks and self organizing maps
... neural networks. One of the well-known ANN algorithm, the Self-Organizing Maps (SOM) has become one of the most popular unsupervised learning ...
42