Abstract
Distributed scheduling is an attractive approach for the Multiple-Access Channel (MAC). However, when a subset of the users access the channel simultaneously, distributed rate coordination is necessary, and is a major challenge, since the achievable rate of each user highly depends on the channels of other active users. That is, given a detection technique, e.g., Zero-Forcing (ZF), the rate at which a user can transmit depends on the channels other transmitting users have, a knowledge which is usually unavailable in distributed schemes. Fixing a rate and accepting some outage probability when this rate is too high is common practice in these cases. In this paper, we analyze the outage probability of a distributed, asymptotically optimal threshold-based scheduling algorithm under ZF. We rigorously evaluate the distribution of the relevant projections and give upper and lower bounds on the outage probability as a function of the algorithm parameters. At the limit of a large number of users, the bounds match, resulting in the true asymptotic characterization of the outage probability.
Original language | English |
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Article number | 9312628 |
Pages (from-to) | 2398-2412 |
Number of pages | 15 |
Journal | IEEE Transactions on Communications |
Volume | 69 |
Issue number | 4 |
DOIs | |
State | Published - 1 Apr 2021 |
Keywords
- Multiple access channel
- distributed scheduling
- outage probability
- zero forcing
ASJC Scopus subject areas
- Electrical and Electronic Engineering