Adaptive Cancellation of Nonlinear Self-Interference in Wireless Full-Duplex: Cascaded Spline-Interpolated Methods

Pablo Pascual Campo; Lauri Anttila; Dani Korpi; Mikko Valkama

doi:10.1109/IEEECONF51394.2020.9443406

Adaptive Cancellation of Nonlinear Self-Interference in Wireless Full-Duplex: Cascaded Spline-Interpolated Methods

Pablo Pascual Campo
, Lauri Anttila
, Dani Korpi
, Mikko Valkama

Tutkimustuotos: Konferenssiartikkeli › Tieteellinen › vertaisarvioitu

5 Sitaatiot (Scopus)

78 Lataukset (Pure)

Abstrakti

This article studies advanced digital self-interference (SI) cancellation algorithms for wireless full-duplex (FD) transceivers. While the majority of works in this area consider linear SI models and corresponding cancellation algorithms, we take also both the transmitter (TX) and receiver (RX) nonlinearities into account. Specifically, we develop a Hammerstein-Wiener type of digital SI cancellation system where the two involved nonlinearities are efficiently implemented through spline-interpolated look-up tables (LUTs). Also, adaptive parameter estimation solutions are pursued and discussed, and comprehensive cancellation performance examples and processing complexity comparisons are provided. The obtained results show that taking both the TX and RX nonlinearities into account in the digital cancellation stage can be beneficial, particularly when the TX power amplifier is operating close to saturation and when the RF isolation and RF cancellation prior to the RX low-noise amplifier (LNA) is limited, such that also the LNA is distorting the SI waveform.

Alkuperäiskieli	Englanti
Otsikko	Conference Record of the 54th Asilomar Conference on Signals, Systems and Computers, ACSSC 2020
Toimittajat	Michael B. Matthews
Kustantaja	IEEE
Sivut	1265-1271
Sivumäärä	7
ISBN (elektroninen)	9780738131269
ISBN (painettu)	9781665447072
DOI - pysyväislinkit	https://doi.org/10.1109/IEEECONF51394.2020.9443406
Tila	Julkaistu - 2020
OKM-julkaisutyyppi	A4 Artikkeli konferenssijulkaisussa
Tapahtuma	Asilomar Conference on Signals, Systems and Computers - Pacific Grove, Yhdysvallat Kesto: 1 marrask. 2020 → 5 marrask. 2020

Julkaisusarja

Nimi	Asilomar Conference on Signals, Systems, and Computers proceedings
ISSN (painettu)	1058-6393
ISSN (elektroninen)	2576-2303

Conference

Conference	Asilomar Conference on Signals, Systems and Computers
Maa/Alue	Yhdysvallat
Kaupunki	Pacific Grove
Ajanjakso	1/11/20 → 5/11/20

Rahoitus

This work was financially supported by the Academy of Finland under the projects 301820, 323461 and 319994.

Julkaisufoorumi-taso

Jufo-taso 1

!!ASJC Scopus subject areas

Signal Processing
Computer Networks and Communications

Pääsy asiakirjaan

10.1109/IEEECONF51394.2020.9443406

Adaptive Cancellation of Nonlinear Self-Interference
This publication is copyrighted. You may download, display and print it for Your own personal use. Commercial use is prohibited.
Accepted author manuscript, 1,63 MB

http://urn.fi/URN:NBN:fi:tuni-202109157112

Siteeraa tätä

Pascual Campo, P., Anttila, L., Korpi, D., & Valkama, M. (2020). Adaptive Cancellation of Nonlinear Self-Interference in Wireless Full-Duplex: Cascaded Spline-Interpolated Methods. teoksessa M. B. Matthews (Toimittaja), Conference Record of the 54th Asilomar Conference on Signals, Systems and Computers, ACSSC 2020 (Sivut 1265-1271). Artikkeli 9443406 (Asilomar Conference on Signals, Systems, and Computers proceedings). IEEE. https://doi.org/10.1109/IEEECONF51394.2020.9443406

Pascual Campo, Pablo ; Anttila, Lauri ; Korpi, Dani et al. / Adaptive Cancellation of Nonlinear Self-Interference in Wireless Full-Duplex : Cascaded Spline-Interpolated Methods. Conference Record of the 54th Asilomar Conference on Signals, Systems and Computers, ACSSC 2020. Toimittaja / Michael B. Matthews. IEEE, 2020. Sivut 1265-1271 (Asilomar Conference on Signals, Systems, and Computers proceedings).

@inproceedings{c4786b4f15ca44249cd709fb87211df3,

title = "Adaptive Cancellation of Nonlinear Self-Interference in Wireless Full-Duplex: Cascaded Spline-Interpolated Methods",

abstract = "This article studies advanced digital self-interference (SI) cancellation algorithms for wireless full-duplex (FD) transceivers. While the majority of works in this area consider linear SI models and corresponding cancellation algorithms, we take also both the transmitter (TX) and receiver (RX) nonlinearities into account. Specifically, we develop a Hammerstein-Wiener type of digital SI cancellation system where the two involved nonlinearities are efficiently implemented through spline-interpolated look-up tables (LUTs). Also, adaptive parameter estimation solutions are pursued and discussed, and comprehensive cancellation performance examples and processing complexity comparisons are provided. The obtained results show that taking both the TX and RX nonlinearities into account in the digital cancellation stage can be beneficial, particularly when the TX power amplifier is operating close to saturation and when the RF isolation and RF cancellation prior to the RX low-noise amplifier (LNA) is limited, such that also the LNA is distorting the SI waveform.",

keywords = "adaptive, cancellation, in-band full-duplex, look-up table, nonlinear distortion, Self-interference, spline interpolation",

author = "\{Pascual Campo\}, Pablo and Lauri Anttila and Dani Korpi and Mikko Valkama",

note = "JUFOID=51931 Funding Information: This work was financially supported by the Academy of Finland under the projects 301820, 323461 and 319994. Publisher Copyright: {\textcopyright} 2020 IEEE.; Asilomar Conference on Signals, Systems and Computers ; Conference date: 01-11-2020 Through 05-11-2020",

year = "2020",

doi = "10.1109/IEEECONF51394.2020.9443406",

language = "English",

isbn = "9781665447072",

series = "Asilomar Conference on Signals, Systems, and Computers proceedings",

publisher = "IEEE",

pages = "1265--1271",

editor = "Matthews, \{Michael B.\}",

booktitle = "Conference Record of the 54th Asilomar Conference on Signals, Systems and Computers, ACSSC 2020",

address = "United States",

}

Pascual Campo, P, Anttila, L, Korpi, D & Valkama, M 2020, Adaptive Cancellation of Nonlinear Self-Interference in Wireless Full-Duplex: Cascaded Spline-Interpolated Methods. julkaisussa MB Matthews (Toimittaja), Conference Record of the 54th Asilomar Conference on Signals, Systems and Computers, ACSSC 2020., 9443406, Asilomar Conference on Signals, Systems, and Computers proceedings, IEEE, Sivut 1265-1271, Asilomar Conference on Signals, Systems and Computers, Pacific Grove, Yhdysvallat, 1/11/20. https://doi.org/10.1109/IEEECONF51394.2020.9443406

Adaptive Cancellation of Nonlinear Self-Interference in Wireless Full-Duplex: Cascaded Spline-Interpolated Methods. / Pascual Campo, Pablo; Anttila, Lauri; Korpi, Dani et al.
Conference Record of the 54th Asilomar Conference on Signals, Systems and Computers, ACSSC 2020. toim. / Michael B. Matthews. IEEE, 2020. s. 1265-1271 9443406 (Asilomar Conference on Signals, Systems, and Computers proceedings).

Tutkimustuotos: Konferenssiartikkeli › Tieteellinen › vertaisarvioitu

TY - GEN

T1 - Adaptive Cancellation of Nonlinear Self-Interference in Wireless Full-Duplex

T2 - Asilomar Conference on Signals, Systems and Computers

AU - Pascual Campo, Pablo

AU - Anttila, Lauri

AU - Korpi, Dani

AU - Valkama, Mikko

PY - 2020

Y1 - 2020

N2 - This article studies advanced digital self-interference (SI) cancellation algorithms for wireless full-duplex (FD) transceivers. While the majority of works in this area consider linear SI models and corresponding cancellation algorithms, we take also both the transmitter (TX) and receiver (RX) nonlinearities into account. Specifically, we develop a Hammerstein-Wiener type of digital SI cancellation system where the two involved nonlinearities are efficiently implemented through spline-interpolated look-up tables (LUTs). Also, adaptive parameter estimation solutions are pursued and discussed, and comprehensive cancellation performance examples and processing complexity comparisons are provided. The obtained results show that taking both the TX and RX nonlinearities into account in the digital cancellation stage can be beneficial, particularly when the TX power amplifier is operating close to saturation and when the RF isolation and RF cancellation prior to the RX low-noise amplifier (LNA) is limited, such that also the LNA is distorting the SI waveform.

AB - This article studies advanced digital self-interference (SI) cancellation algorithms for wireless full-duplex (FD) transceivers. While the majority of works in this area consider linear SI models and corresponding cancellation algorithms, we take also both the transmitter (TX) and receiver (RX) nonlinearities into account. Specifically, we develop a Hammerstein-Wiener type of digital SI cancellation system where the two involved nonlinearities are efficiently implemented through spline-interpolated look-up tables (LUTs). Also, adaptive parameter estimation solutions are pursued and discussed, and comprehensive cancellation performance examples and processing complexity comparisons are provided. The obtained results show that taking both the TX and RX nonlinearities into account in the digital cancellation stage can be beneficial, particularly when the TX power amplifier is operating close to saturation and when the RF isolation and RF cancellation prior to the RX low-noise amplifier (LNA) is limited, such that also the LNA is distorting the SI waveform.

KW - adaptive

KW - cancellation

KW - in-band full-duplex

KW - look-up table

KW - nonlinear distortion

KW - Self-interference

KW - spline interpolation

U2 - 10.1109/IEEECONF51394.2020.9443406

DO - 10.1109/IEEECONF51394.2020.9443406

M3 - Conference contribution

AN - SCOPUS:85107798224

SN - 9781665447072

T3 - Asilomar Conference on Signals, Systems, and Computers proceedings

SP - 1265

EP - 1271

BT - Conference Record of the 54th Asilomar Conference on Signals, Systems and Computers, ACSSC 2020

A2 - Matthews, Michael B.

PB - IEEE

Y2 - 1 November 2020 through 5 November 2020

ER -

Pascual Campo P, Anttila L, Korpi D, Valkama M. Adaptive Cancellation of Nonlinear Self-Interference in Wireless Full-Duplex: Cascaded Spline-Interpolated Methods. julkaisussa Matthews MB, toimittaja, Conference Record of the 54th Asilomar Conference on Signals, Systems and Computers, ACSSC 2020. IEEE. 2020. s. 1265-1271. 9443406. (Asilomar Conference on Signals, Systems, and Computers proceedings). doi: 10.1109/IEEECONF51394.2020.9443406

Adaptive Cancellation of Nonlinear Self-Interference in Wireless Full-Duplex: Cascaded Spline-Interpolated Methods

Abstrakti

Julkaisusarja

Conference

Rahoitus

Julkaisufoorumi-taso

!!ASJC Scopus subject areas

Pääsy asiakirjaan

Sormenjälki

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