Nouar Garcia

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This paper introduces a novel approach for considering the Dynamic Resource Allocation (DRA) in a multi-rate DS-CDMA wireless network supporting non realtime (NRT) communication. The allocated bit rate obeys to a user-centric approach by introducing a non-satisfaction user probability that has to be maintained below its targeted value while still keeping(More)
This paper proposes a novel Common Radio Resource Management (CRRM) algorithm for heterogeneous scenarios making use of the Hopfield Neural Network methodology, which provides a fast way of finding the optimum resource allocation that minimises a given energy function reflecting specific service and system constraints. The proposed algorithm is applied in a(More)
In this paper we take a close look at the Hybrid Neural Network Model. Hybrid model is attained by combining two Artificial Neural Networks (ANNs). In which the first model is used to perform the feature extraction task and the second one performs prediction task. This paper explores the classifying ability of the proposed hybrid model. We analyze the(More)
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