English

Asymptotic and Finite Frame Length Analysis of Frame Asynchronous Coded Slotted ALOHA

Information Theory 2016-06-15 v2 math.IT

Abstract

We consider a frame-asynchronous coded slotted ALOHA (FA-CSA) system where users become active according to a Poisson random process. In contrast to standard frame-synchronous CSA (FS-CSA), users transmit a first replica of their message in the slot following their activation and other replicas uniformly at random in a number of subsequent slots. We derive the (approximate) density evolution that characterizes the asymptotic performance of FA-CSA when the frame length goes to infinity. We show that, if users can monitor the system before they start transmitting, a boundary-effect similar to that of spatially-coupled codes occurs, which greatly improves the decoding threshold as compared to FS-CSA. We also derive analytical approximations of the error floor (EF) in the finite frame length regime. We show that FA-CSA yields in general lower EF, better performance in the waterfall region, and lower average delay, as compared to FS-CSA.

Keywords

Cite

@article{arxiv.1604.06293,
  title  = {Asymptotic and Finite Frame Length Analysis of Frame Asynchronous Coded Slotted ALOHA},
  author = {Erik Sandgren and Alexandre Graell i Amat and Fredrik Brännström},
  journal= {arXiv preprint arXiv:1604.06293},
  year   = {2016}
}

Comments

5 pages, 6 figures. Updated notation, terminology, and typos