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Body Shadowing and Furniture Effects for Accuracy Improvement of Indoor Wave Propagation Models
TLDR
A new indoor large scale path loss empirical model is presented that integrates additional suggestions recommended by electromagnetic techniques such as body shadowing and furniture effects and compares the “neural model” predictions with measurements. Expand
A Multi-wall and Multi-frequency Indoor Path Loss Prediction Model Using Artificial Neural Networks
Indoor radio propagation prediction modeling has been for a long time an important area of interest in research and development. In the literature, many propagation models are classified intoExpand
Fuzzy MADM based vertical handover algorithm for enhancing network performances
TLDR
This approach, based on the combination of TOPSIS method with fuzzy logic in order to reduce the decision delays, blocking probability and the number of executed handoffs, shows an improvement of decision time by 40 % comparing to classical approach. Expand
QoE-Fuzzy VHO Approach for Heterogeneous Wireless Networks (HWNs)
TLDR
A QoE-fuzzy vertical handoveralgorithm with QoS management andQoE decision is proposed and simulation results of the proposed system show performances improvement for throughput and delays. Expand
Cognitive radio networks management using an ANFIS approach with QoS/QoE mapping scheme
TLDR
This approach is based on adaptive neuro-fuzzy inference system (ANFIS) used for predicting the user video perception and for managed decisions that can be achieved by a specific radio configuration (e.g. data rate, handover). Expand
An Enhanced Vertical Handover Based on Fuzzy Inference MADM Approach for Heterogeneous Networks
TLDR
A novel handover (HO) scheme called Fuzzy-MADM, based on the combination of one classical MADM method with a fuzzy logic inference system in order to reduce decisional time is proposed and the optimal network is selected. Expand
QoE-based vertical handover decision management for cognitive networks using ANN
TLDR
Results show that QoE based ANN improve final QoS/QoE satisfaction metrics while reducing delays and the number of executed handoffs in the vertical handoff decision for radio heterogeneous networks. Expand
A fuzzy logic algorithm for RATs selection procedures
TLDR
This paper proposes an approach for RAT selection algorithm developed by fuzzy logic and includes different criteria, assessing and making decisions, then selecting the most suitable technology. Expand
A novel cognitive architecture for QoS/QoE management in NextG Networks based on Q-learning and R-MLP approaches
TLDR
A novel cognitive radio network architecture for the management of cognitive networks and 5G technology that consists on using artificial intelligence with learning capabilities to optimize network management decisions is proposed. Expand
Data mining for indoor wave propagation model calibration
TLDR
To accomplish this task, measurements campaign has been performed in the higher school of communication of Tunisia (SupCom) building in 900, 1800, 2100 and 2400 MHz bands. Expand
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