Title :
Implementation of a Fu y Inference Based Engine to Incorporate atterns of Customer sage in the Management of Third eneration 3 Systems
Author_Institution :
Dept. of Commun. Syst., Lancaster Univ.
Abstract :
Third generation (3G) systems are those with enhanced capabilities of providing services and applications that reflect the convergence of mobile communications, the Internet, and multimedia applications. Despite the numerous exciting services and opportunities offered to both individual and business users by 3G, service provisioning is governed by very strict bandwidth limitations. The quality of service (QoS) model, or rather, classes of service model presented for 3G applications is very rigid given its total focus on technical perspectives and almost exclusion of the element of human perception of quality. User behavioural patterns can be such as user mobility (speed of user when service/application are being utilised within a cell), user location (e.g. at home, work, train), and the time of the day (24 hour timing). This paper proposes a QoS model for third-generation (3G) services as well as an introduction of a fuzzy inference based system to demonstrate how information about the user is incorporated into the process of network resource management by means of slicing such intelligence into profiles with respect to service provision
Keywords :
3G mobile communication; fuzzy reasoning; mobility management (mobile radio); quality of service; resource allocation; telecommunication computing; 3G services; 3G system management; Internet; customer usage patterns; fuzzy inference based engine; fuzzy inference based system; mobile communications; multimedia applications; network resource management; quality of service; service model; service provisioning; user behavioural patterns; user location; user mobility; 3G mobile communication; Bandwidth; Convergence; Fuzzy neural networks; Humans; Multimedia systems; Quality of service; Search engines; Timing; Web and internet services;
Conference_Titel :
Information and Communication Technologies, 2006. ICTTA '06. 2nd
Conference_Location :
Damascus
Print_ISBN :
0-7803-9521-2
DOI :
10.1109/ICTTA.2006.1684830