PulseNet: A Discriminative Model for Time Division Multiple Access Timeslot Prediction

Wood, Andrew; Upthegrove, Tim; Funai, Colin; Thapa, Bishal; Loos, Scott; Javorsek, D.

doi:10.1109/milcom55135.2022.10017899

MILCOM 2022 - 2022 IEEE Military Communications Conference (MILCOM) 2022

DOI: 10.1109/milcom55135.2022.10017899

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PulseNet: A Discriminative Model for Time Division Multiple Access Timeslot Prediction

Andrew Wood

Tim Upthegrove²,

Colin Funai

et al.

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2024

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On the time complexity of achieving optimal throughput in time division multiple access communication networks

Nofal

2024

MATH

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<abstract><p>The fundamental problem of finding transmission schedules for achieving optimal throughput in time division multiple access (TDMA) communication networks is known to be NP-hard. Let $ \mathcal{N} $ be a scheduled $ k $-time slot TDMA network with $ n $ stations and $ m $ links. We showed that an optimal link schedule for $ \mathcal{N} $ can be computed recursively with a recursion tree of logarithmic depth $ \mathcal{O}(\ln m) $ in expectation. Additionally, we showed that optimal link schedules for those TDMA networks, with recursion trees of depth meeting the expectation, can be found in time $ \mathcal{O}(m^{2+\ln k}) $. Likewise, we discuss analogous results for computing optimal station schedules of TDMA networks.</p></abstract>

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On the time complexity of achieving optimal throughput in time division multiple access communication networks

Nofal

2024

MATH

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PulseNet: A Discriminative Model for Time Division Multiple Access Timeslot Prediction

Cited by 1 publication

References 14 publications

On the time complexity of achieving optimal throughput in time division multiple access communication networks

On the time complexity of achieving optimal throughput in time division multiple access communication networks

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