Goal-Oriented Random Access (GORA)

We propose Goal-Oriented Random Access (GORA), where transmitters jointly optimize what to send and when to access the shared channel to a common access point, considering the ultimate goal of the information transfer at its final destination. This goal is captured by an objective function, which is expressed as a general (not necessarily monotonic) function of the Age of Information. Our findings reveal that, under certain conditions, it may be desirable for transmitters to delay channel access intentionally and, when accessing the channel, transmit aged samples to reach a specific goal at the receiver.

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Publication Details

Journal
IEEE Wireless Communications Letters
Published
2025-05-07
DOI
https://doi.org/10.1109/lwc.2025.3567862
Primary Topic
Age of Information Optimization
Type
article
Field-Weighted Citation Impact
0.00

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article

Goal-Oriented Random Access (GORA)

Elif Uysal‐Biyikoglu, Onur Kaya, Ahsen Topbas, Çağrı Arı
IEEE Wireless Communications Letters
Age of Information Optimization
article

Goal-Oriented Random Access (GORA)

Elif Uysal‐Biyikoglu, Onur Kaya, Ahsen Topbas, Çağrı Arı
article en

Abstract

We propose Goal-Oriented Random Access (GORA), where transmitters jointly optimize what to send and when to access the shared channel to a common access point, considering the ultimate goal of the information transfer at its final destination. This goal is captured by an objective function, which is expressed as a general (not necessarily monotonic) function of the Age of Information. Our findings reveal that, under certain conditions, it may be desirable for transmitters to delay channel access intentionally and, when accessing the channel, transmit aged samples to reach a specific goal at the receiver.

IEEE Wireless Communications LettersVol. 14(8)
Işık University (TR), Middle East Technical University (TR)
European Research Council
Openalex Percentile: Top 91%
Age of Information Optimization
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