Title :
Throughput performance of multiuser detection in unslotted contention channels
Author :
Brady, David ; Merakos, Lazaros F.
Author_Institution :
Dept. of Electr. & Comput. Eng., Northeastern Univ., Boston, MA, USA
fDate :
27 Jun-1 Jul 1994
Abstract :
Analyzes the throughput of a centralized packet receiver which utilizes multiuser detection in an unslotted contention channel. The receiver is capable of demodulating all overlapping, unit-length packets, provided that the T-length packet headers do not overlap, and at most K packets overlap at any one time. If one of these conditions is violated, the remainder of the busy period is assumed to be unresolvable. Assuming that the aggregate packet arrival process is Poisson, the authors analyze the throughput as a function of the total offered load (λ), the maximum number of resolvable overlapping packets (K), and the fractional header duration (T). They derive an iterative expression for the throughput for K=2 or 3, generalizable to larger K, which permits solution of the throughput to arbitrary accuracy. A closed form solution is given for the case K=2 and T=0.5. They provide bounds on the throughput for arbitrary K, λ, and T, which are more convenient than the exact approach for T>0 or large K. Numerical results illustrate the improvement in throughput due to multiuser detection, and suggest a technique for finding the minimum complexity multiuser receiver (minimum K) as a function of other system parameters
Keywords :
channel capacity; communication complexity; iterative methods; multi-access systems; packet switching; receivers; signal detection; stochastic processes; telecommunication channels; T-length packet headers; aggregate packet arrival process; centralized packet receiver; closed form solution; fractional header duration; iterative expression; minimum complexity multiuser receiver; multiuser detection; overlapping unit-length packets; performance; throughput; total offered load; unslotted contention channels; Aggregates; Channel estimation; Clocks; Closed-form solution; Communication standards; Demodulation; Detectors; Government; Multiuser detection; Throughput;
Conference_Titel :
Information Theory, 1994. Proceedings., 1994 IEEE International Symposium on
Conference_Location :
Trondheim
Print_ISBN :
0-7803-2015-8
DOI :
10.1109/ISIT.1994.394729