Unsourced Random Access Over Frequency-Selective Channels

We propose and study unsourced random access over frequency-selective channels via orthogonal frequency division multiplexing, employed to mitigate the channel effects. The decoder utilizes a compressed sensing-based joint activity detection and channel estimation algorithm coupled with an algorithm...

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Veröffentlicht in:IEEE communications letters 2023-04, Vol.27 (4), p.1230-1234
Hauptverfasser: Ozates, Mert, Duman, Tolga M.
Format: Artikel
Sprache:eng
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Zusammenfassung:We propose and study unsourced random access over frequency-selective channels via orthogonal frequency division multiplexing, employed to mitigate the channel effects. The decoder utilizes a compressed sensing-based joint activity detection and channel estimation algorithm coupled with an algorithm treating interference as noise and successive interference cancellation. Our results demonstrate that the proposed method offers a competitive performance with grant-based frequency division multiple access; and that, the performance loss with estimated channel state information is less than 2 dB when the number of active users is not very large.
ISSN:1089-7798
1558-2558
DOI:10.1109/LCOMM.2023.3247423