Title :
A dynamic scheduling algorithm and admission strategy for multimedia traffic in broadband wireless network. (Part II: Performance and tight bound)
Author :
Ma, Yiguang ; Wong, Wing Shing
Author_Institution :
Dept. of Inf. Eng., Chinese Univ. of Hong Kong, Shatin, China
Abstract :
For Pt.I see ibid., p.1378-83, (2000). We discuss the performance of the QPB algorithm and modification of associated admission criteria when there are large deviations among the average arrival rates or quality of service (QoS) requirements from input traffic streams. By simulation analysis, the asymptotical characteristics of the probability distribution of backlog in a global queue are revealed, and is close to the bound determined by the generalized large deviation technique (GLDT). Furthermore, we present a numerical analysis approach to evaluate the performance and the stochastic tight bound of the QPB algorithm. The approach is particularly effective for scenarios with low packet loss probability. The obtained numerical results can be transformed into performance bounds and stored in a base station database as a criterion of traffic admission. Such a performance bound is normally more tight than the bound from large deviation theory. As an example, we present the numerical results under the assumption that all input traffic sources are independent Poisson processes
Keywords :
bandwidth allocation; broadband networks; multimedia communication; numerical analysis; packet radio networks; quality of service; queueing theory; scheduling; telecommunication congestion control; telecommunication traffic; QPB algorithm; QoS requirements; average arrival rates; broadband wireless network; call admission control strategy; dynamic scheduling algorithm; generalized large deviation technique; global queue; independent Poisson processes; large deviation theory; low packet loss probability; multimedia traffic; numerical analysis; performance analysis; probability distribution; quality of service; simulation analysis; stochastic tight bound; tight performance bound; Analytical models; Dynamic scheduling; Heuristic algorithms; Numerical analysis; Probability distribution; Quality of service; Queueing analysis; Scheduling algorithm; Stochastic processes; Traffic control;
Conference_Titel :
Wireless Communications and Networking Confernce, 2000. WCNC. 2000 IEEE
Conference_Location :
Chicago, IL
Print_ISBN :
0-7803-6596-8
DOI :
10.1109/WCNC.2000.904834