Queueing analysis and channel assignment scheme for cellular radio system with GPRS services

Madhu Jain, G.C. Sharma and Ragini Mittal

International Journal of Mathematics in Operational Research, 2014, vol. 6, issue 6, 704-731

Abstract: In this investigation, we develop algorithm for cut-off priority for channel assignment in cellular radio network with buffering mechanism. The priority is given to GPRS handoff packets in comparison to new GPRS packets by reserving some channels for handoff services. Discouragement behaviours of the packets are also taken into account to deal with more realistic situations. The packets arrive in Poisson fashion whereas service time is exponentially distributed. Transient analysis based on matrix approach has been done to obtain the solution of the system of differential equations governing the traffic model. Various performance indices such as blocking probabilities of new packets, blocking probabilities of handoff packets and carried load, etc., are established in terms of transient probabilities. Furthermore, the analytical results are compared with adaptive network-based fuzzy inference system (ANFIS) approach. The sensitivity analysis has been performed to visualise the effects of various system parameters on the performance indices.

Keywords: cellular radio systems; traffic models; handoff packets; blocking probabilities; balking; reneging; transient analysis; general packet radio service; GPRS; adaptive neuro fuzzy inference system; ANFIS; queueing analysis; channel assignment; buffering; neural networks; fuzzy logic. (search for similar items in EconPapers)
Date: 2014
References: Add references at CitEc
Citations:

Downloads: (external link)
http://www.inderscience.com/link.php?id=65424 (text/html)
Access to full text is restricted to subscribers.

Related works:
This item may be available elsewhere in EconPapers: Search for items with the same title.

Export reference: BibTeX RIS (EndNote, ProCite, RefMan) HTML/Text

Persistent link: https://EconPapers.repec.org/RePEc:ids:ijmore:v:6:y:2014:i:6:p:704-731

Access Statistics for this article

More articles in International Journal of Mathematics in Operational Research from Inderscience Enterprises Ltd
Bibliographic data for series maintained by Sarah Parker ().