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Predictive-TDMA: A Markov chain based MAC protocol for mesh networks

Release Time:2019-03-11  Hits:

Indexed by: Conference Paper

Date of Publication: 2011-05-15

Included Journals: Scopus、EI

Abstract: One of the most frequently concerned metrics for evaluating the performance of MAC protocol is throughput. In this paper, we propose a novel Markov Chain based TDMA MAC protocol which is called Predictive-TDMA (P-TDMA) to achieve high performance of throughput for Mesh Networks. In order to give a more effective time slot assignment strategy rather than even assignment, we use Markov Chain to predict the possibility of an end-user device's future working condition, whether it's more likely to be idle or busy. Then based on the ratio of all end-user devices'possibilities of working condition, we assign a proper number of time slots to each end-user device to maximize throughput. Through simulation, the results show that under the scenario that the amount of data is randomly requested by each end-user device, throughput of our design is around 10% better than even assignment strategy. and under the scenario that some end-user devices request much more amount of data than others, which happens more frequently in realistic situations, throughput of our design can be 200% better than even assignment strategy. ? 2011 IEEE.

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