𝔖 Bobbio Scriptorium
✦   LIBER   ✦

Hierarchical neuro-fuzzy call admission controller for ATM networks

✍ Scribed by A Chatovich; S Oktuğ; G Dündar

Publisher
Elsevier Science
Year
2001
Tongue
English
Weight
271 KB
Volume
24
Category
Article
ISSN
0140-3664

No coin nor oath required. For personal study only.

✦ Synopsis

In this work, a hierarchical neuro-fuzzy call admission controller for ATM networks based on the GARIC architecture is proposed. The controller contains a neural network as a critic, using the reinforcement learning scheme, and three fuzzy sub-networks, controlling cell loss ratio, queue size and link utilization in the ATM multiplexer. The ®nal decision of the call admission controller is obtained as a weighted combination of the decisions generated by the fuzzy sub-networks. In order to study the performance of the proposed controller, it is simulated under various variable bit rate traf®c patterns and the results obtained are evaluated in terms of network utilization. Introduction of an initial knowledge base to improve training times is discussed and the results with and without the knowledge base are given. Finally, methods to enhance the performance of the proposed controller are mentioned.

📜 SIMILAR VOLUMES

Bandwidth allocation and call admission
Bandwidth allocation and call admission control in ATM networks
✍ C. Ben Ahmed; N. Boudriga; M. S. Obaidat 📂 Article 📅 1998 🏛 John Wiley and Sons 🌐 English ⚖ 104 KB 👁 2 views

This paper is concerned with dynamic resource allocation in ATM networks. One of the essential issues in designing and configuring an ATM network is guaranteeing the quality of service for different connections. This needs more advanced functions to monitor the current situation, determine the requi

Mobility-dependent call admission contro
Mobility-dependent call admission control in hierarchical cellular networks
✍ Shun-Ping Chung; Jin-Chang Lee 📂 Article 📅 2002 🏛 Elsevier Science 🌐 English ⚖ 448 KB

Two key goals of call admission control in the next generation wireless networks are ef®cient use of scarce wireless resource and qualityof-service improvement. As is well known, blocking handoff calls is normally more annoying than blocking new calls, whereas blocking new calls inevitably reduces r

An adaptive call admission control in AT
An adaptive call admission control in ATM networks using optimized measurements windows
✍ SuKyoung Lee; JooSeok Song 📂 Article 📅 2000 🏛 Elsevier Science 🌐 English ⚖ 480 KB

We propose an adaptive measurement-based admission control algorithm that uses optimization procedure to choose an appropriate measurement window size dynamically. Previous designs on measurement-based admission control mainly focused on strategies that consider the worst case traffic source model t

Call admission control for non-geostatio
Call admission control for non-geostationary orbit satellite networks and other capacity-varying networks
✍ Siwko, J. ;Rubin, I. 📂 Article 📅 2000 🏛 John Wiley and Sons 🌐 English ⚖ 235 KB 👁 2 views

Many networks, such as non-geostationary orbit satellite (NGOS) networks and networks providing multi-priority service using advance reservations, have capacities which vary over time for some or all types of calls carried on these networks. For connection-oriented networks, call admission control (

An efficient bandwidth reservation and c
An efficient bandwidth reservation and call admission control scheme for wireless mobile networks
✍ H.K. Pati; R. Mall; I. Sengupta 📂 Article 📅 2002 🏛 Elsevier Science 🌐 English ⚖ 422 KB

With increasing use of mobile units for various applications, it has become imperative to provide services with quality of service (QoS) guarantees. Ef®cient utilization of the available bandwidth is an important issue in any QoS provisioning scheme. To this end, we propose techniques for bandwidth