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Comparative Evaluation of an ISAC Precoding Scheme for OTFS and OFDM Waveforms in Perceptual Mobile Networks

Tutkimustuotos: KonferenssiartikkeliTieteellinenvertaisarvioitu

18 Lataukset (Pure)

Abstrakti

The popularization of the perceptual mobile networks (PMN) concept gives rise to the waveform design for integrated sensing and communications (ISAC). In this work, we propose a precoding scheme for ISAC, which is applicable for either orthogonal time frequency space (OTFS) and orthogonal frequency-division multiplexing (OFDM) waveforms, the two most discussed waveforms in B5G or 6 G PMNs. The essence of the precoding scheme is shaping the envelope of the specific communication symbols according to the expected reference sensing signal, which is derived from point targets and is associated with the time-frequency (TF) or delay-Doppler (DD) grids in OFDM or OTFS blocks/frames, respectively. The proposed precoder provides an adaptive adjustment mechanism between the sensing and communications functions for diverse applications in the PMN. We conduct simulations to demonstrate the trade-off between communications and sensing performances in terms of bit error rate (BER) and detection probability, respectively. The simulation results reveal that the OFDMbased ISAC waveform shows greater robustness on retaining the communication performance than the OTFS-based approach when the system has to lean towards the sensing function. We also identify the potential reason for this observation as the effective channel in OTFS case being spread more widely along the time domain, which gives the precoder fewer degrees of freedom when optimizing the transmit waveform.
AlkuperäiskieliEnglanti
Otsikko2025 IEEE 26th International Workshop on Signal Processing and Artificial Intelligence for Wireless Communications (SPAWC)
KustantajaIEEE
Sivumäärä5
ISBN (elektroninen)978-1-6654-7776-5
ISBN (painettu)978-1-6654-7777-2
DOI - pysyväislinkit
TilaJulkaistu - 2025
OKM-julkaisutyyppiA4 Artikkeli konferenssijulkaisussa
TapahtumaIEEE International Workshop on Signal Processing Advances in Wireless Communications - Surrey, Iso-Britannia
Kesto: 7 heinäk. 202510 heinäk. 2025

Julkaisusarja

NimiIEEE International Workshop on Signal Processing Advances in Wireless Communications
ISSN (painettu)2325-3789

Conference

ConferenceIEEE International Workshop on Signal Processing Advances in Wireless Communications
Maa/AlueIso-Britannia
KaupunkiSurrey
Ajanjakso7/07/2510/07/25

Rahoitus

This work is part of the DIOR project that has received funding from the European Union’s MSCA RISE programme under grant agreement No. 10100828. Research Council of Finland, ACCESS project, 339519

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