DocumentCode :
918227
Title :
Capacity of time-slotted ALOHA packetized multiple-access systems over the AWGN channel
Author :
Mèdard, Muriel ; Huang, Jianyi ; Goldsmith, Andrea J. ; Meyn, Sean P. ; Coleman, Todd P.
Author_Institution :
Lab. for Inf. & Decision Syst., MIT, Cambridge, MA, USA
Volume :
3
Issue :
2
fYear :
2004
fDate :
3/1/2004 12:00:00 AM
Firstpage :
486
Lastpage :
499
Abstract :
We study different notions of capacity for time-slotted ALOHA systems. In these systems, multiple users synchronously send packets in a bursty manner over a common additive white Gaussian noise (AWGN) channel. The users do not coordinate their transmissions, which may collide at the receiver. For such a system, we define both single-slot capacity and multiple-slot capacity. We then construct a coding and decoding scheme for single-slot capacity that achieves any rate within this capacity region. This coding and decoding scheme for a single time slot combines aspects of multiple access rate splitting and of broadcast codes for degraded AWGN channels. This design allows some bits to be reliably received even when collisions occur and more bits to be reliably received in the absence of collisions. The exact number of bits reliably received under both of these scenarios is part of the code design process, which we optimize to maximize the expected rate in each slot. Next, we examine the behavior of the system asymptotically over multiple slots. We show that there exist coding and decoding strategies such that regardless of the burstiness of the traffic, the system is stable as long as the average rate of the users is within the multiple access capacity region of the channel. In other words, we show that bursty traffic does not decrease the Cover-Wyner capacity region of the multiple access channel. A vast family of codes, which includes the type of codes we introduce for the single-slot transmission, achieve the capacity region, in a sense we define, for multiple-slot transmissions. These codes are stabilizing, using only local information at each of the individual queues. The use of information regarding other queues or the use of scheduling does not improve the multiple-slot capacity region.
Keywords :
AWGN channels; access protocols; channel coding; codes; multi-access systems; optimisation; queueing theory; stability; telecommunication traffic; AWGN channel; Cover-Wyner capacity; additive white channel noise; broadcast codes; bursty traffic; coding scheme; decoding scheme; multiple-slot capacity; optimization; packetized multiple access systems; rate splitting; single-slot capacity; stability; time-slotted ALOHA; AWGN channels; Additive white noise; Broadcasting; Decoding; Degradation; Design optimization; Helium; Laboratories; Process design; Traffic control;
fLanguage :
English
Journal_Title :
Wireless Communications, IEEE Transactions on
Publisher :
ieee
ISSN :
1536-1276
Type :
jour
DOI :
10.1109/TWC.2003.821175
Filename :
1271241
Link To Document :
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