Title :
Autonomous predictive resource reservation for handoff in multimedia wireless networks
Author :
Zhang, Tao ; Chennikara, Jasmine ; Agrawal, Prathima ; Van den Berg, Eric ; Kodama, Toshikazu
Author_Institution :
Telcordia Technol., Morristown, NJ, USA
Abstract :
This paper presents a new method for predicting resource requirements of and resenting resources for future handoff calls in multimedia wireless networks. It allows handoff calls to (1) follow non-Poisson and/or non-stationary arrival processes, (2) have arbitrary resource demands, and (3) have arbitrarily distributed call and channel holding times in any cell. A statistical model, based on Wiener prediction theory, that uses only local information is developed. Our simulations show that it performs well under the above conditions as designed. Furthermore, for Poisson handoff call arrivals, identical per-call bandwidth demands and exponential call and channel holding times, it generates comparable performance with an existing method optimized only for these conditions
Keywords :
cellular radio; multimedia communication; prediction theory; radio networks; statistical analysis; stochastic processes; Poisson handoff call arrivals; Wiener prediction theory; autonomous predictive resource reservation; cellular radio; distributed call holding time; distributed channel holding time; exponential call holding time; exponential channel holding times; handoff calls; local information; multimedia wireless networks; nonPoisson arrival process; nonstationary arrival process; per-call bandwidth demands; resource requirements prediction; simulations; statistical model; Bandwidth; Base stations; Collaboration; IP networks; Intelligent networks; Land mobile radio cellular systems; Optimization methods; Prediction theory; Predictive models; Wireless networks;
Conference_Titel :
Computers and Communications, 2001. Proceedings. Sixth IEEE Symposium on
Conference_Location :
Hammamet
Print_ISBN :
0-7695-1177-5
DOI :
10.1109/ISCC.2001.935380