Title :
Queueing behavior of individual mobiles in TDMA-based cellular systems
Author :
Daigle, J.N. ; Purushothaman, G. ; Ramaswamy, V. ; Wang, R.
Author_Institution :
Center for Wireless Commun., Univ. of Mississippi, MS, USA
Abstract :
We present a technique for analyzing the queueing behavior of the forward link in a wireless cellular communications system, wherein a collection of mobile users share the total capacity of the forward link using a version of time-division multiple access (TDMA), as in Qualcomm´s high data rate (HDR) system. We model the arrival process of each forward link user as a batched Markovian arrival process (BMAP), and we model the signal-to-interference-plus-noise ratio (SINR) of each customer by a Markov chain that depends upon the user´s location and velocity. The Markov chain for the SINR then determines the maximal service that can be rendered to a user during a service frame. We assume each user is allocated a certain fraction of the total available time (not necessarily equal), but that this service time is given such that the aggregate throughput of the system is maximized. We model the allocation of service to individual users as a linear programming problem, and we solve for the optimal allocations. We then modify the Markov chain governing the user´s SINR and service rate to reflect the level of service provided to the user as a function of SINR. We discuss computation of the queue length distribution of the individual users, and we provide a limited number of numerical examples. From this, we draw some conclusions about system characteristics and the QoS of individual users.
Keywords :
Markov processes; cellular radio; linear programming; quality of service; queueing theory; statistical distributions; time division multiple access; Markov chain; QoS; SINR; TDMA; batched Markovian arrival process; cellular systems; forward link; high data rate system; linear programming; mobile queueing behavior; queue length distribution; system throughput maximization; time-division multiple access; user service allocation; Aggregates; Base stations; Distributed computing; Interference; Queueing analysis; Scheduling algorithm; Signal to noise ratio; Throughput; Time division multiple access; Wireless communication;
Conference_Titel :
Vehicular Technology Conference, 2003. VTC 2003-Fall. 2003 IEEE 58th
Print_ISBN :
0-7803-7954-3
DOI :
10.1109/VETECF.2003.1285114