@inproceedings{0e1470a05d384aa6967728000be5b621,
title = "A learning approach for call admission control under QoS constraints in cellular networks",
abstract = "A new approach for learning Call Admission Control (CAC) schemes that can provide Quality of Service (QoS) guarantees to ongoing calls from several classes of traffic with different resource requirements is presented. Comparison with two other CAC schemes shows that the new approach is not only capable of utilizing the network resource to maximize revenue but also maintain the handover dropping rate (CDR) under a prescribed upper bound while still maintaining an acceptable Call Blocking Rate (CBR). The learning CAC scheme is shown to work successfully in the presence of smoothly changing arrival rates of traffic. The CAC policy is obtained through a form of NeuroEvolution (NE) algorithm.",
keywords = "Call admission control, NeuroEvlution of augmenting topologies, QoS constraints",
author = "Xu Yang and John Bigham",
year = "2006",
doi = "10.1109/ICCS.2006.301401",
language = "English",
isbn = "1424404118",
series = "2006 IEEE Singapore International Conference on Communication Systems, ICCS 2006",
publisher = "IEEE Computer Society",
booktitle = "2006 IEEE Singapore International Conference on Communication Systems, ICCS 2006",
address = "United States",
note = "10th IEEE Singapore International Conference on Communications Systems, ICCS 2006 ; Conference date: 30-10-2006 Through 01-11-2006",
}