Skip to main content
Erschienen in: Wireless Networks 7/2023

15.05.2023 | Original Paper

Matched-filter design to improve self-interference cancellation in full-duplex communication systems

verfasst von: Mohammad Lari

Erschienen in: Wireless Networks | Ausgabe 7/2023

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

A new method for capacity and spectral efficiency increases is a full-duplex communication, where sending and receiving are done simultaneously. Hence, severe interference leaked from the transmitter to the receiver, which can disrupt the system’s operation completely. For interference reduction, the transceiver tries to estimate the interfering symbols to remove their effects. A typical method is to use the Hammerstein model. In this method, nonlinear power amplifier (PA) and multipath channel are modeled with a successive nonlinear system and a finite impulse response filter. Then, the model parameters are adjusted, and interference symbols are estimated from the transmitted symbols. In the Hammerstein method, the interference symbols are estimated directly from the transmitted symbols. But practically, the transmitted symbols first pass through the pulse-shaping filter and become a signal. Then, this signal passes through the nonlinear PA and communication channel. Finally, the received signal is filtered by the matched filter (MF) at the receiver and converted to the symbols again. In this procedure, the amplifier and the communication channel affect the transmitted signal directly and distort transmitted symbols indirectly. Therefore, in the practical situation, when we consider the transmitter’s pulse-shaping filter and the receiver’s MF, the estimated symbols with the Hammerstein method are erroneous. To solve this problem, a new MF at the receiver is proposed and adjusted according to the interfering signal. We have shown that this method is far better than the Hammerstein method.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Anhänge
Nur mit Berechtigung zugänglich
Literatur
1.
Zurück zum Zitat Lari, Mohammad, & Asaeian, Sina. (2020). Multi-objective antenna selection in a full duplex base station. Wireless Personal Communications, 110(2), 781–793.CrossRef Lari, Mohammad, & Asaeian, Sina. (2020). Multi-objective antenna selection in a full duplex base station. Wireless Personal Communications, 110(2), 781–793.CrossRef
2.
Zurück zum Zitat Ginzberg, Nimrod, Regev, Dror, Keren, Rani, Shilo, Shimi, Ezri, Doron, & Cohen, Emanuel. (2021). A four-element 5-6-ghz cmos quadrature balanced full-duplex mimo transmitter with wideband digital interference cancellation. IEEE Microwave and Wireless Components Letters, 32(2), 173–176.CrossRef Ginzberg, Nimrod, Regev, Dror, Keren, Rani, Shilo, Shimi, Ezri, Doron, & Cohen, Emanuel. (2021). A four-element 5-6-ghz cmos quadrature balanced full-duplex mimo transmitter with wideband digital interference cancellation. IEEE Microwave and Wireless Components Letters, 32(2), 173–176.CrossRef
3.
Zurück zum Zitat Lari, Mohammad. (2019). Transmission delay minimization in wireless powered communication systems. Wireless Networks, 25(3), 1415–1430.CrossRef Lari, Mohammad. (2019). Transmission delay minimization in wireless powered communication systems. Wireless Networks, 25(3), 1415–1430.CrossRef
4.
Zurück zum Zitat Mohammad Lari and Zahra Keshavarz Gandomani. (2022). Effective capacity maximization of two-way full-duplex and half-duplex relays with finite block length packets transmission. Wireless Networks, 28(3), 1079–1096.CrossRef Mohammad Lari and Zahra Keshavarz Gandomani. (2022). Effective capacity maximization of two-way full-duplex and half-duplex relays with finite block length packets transmission. Wireless Networks, 28(3), 1079–1096.CrossRef
5.
Zurück zum Zitat Hamza, Ahmed., Nagulu, Aravind., Davidson, Alfred Festus., Tao, Jonathan., Hill, Cameron., AlShammary, Hussam., Krishnaswamy, Harish., Buckwalter, James. (2020). A code-domain, in-band, full-duplex wireless communication link with greater than 100-db rejection. IEEE Transactions on Microwave Theory and Techniques, 69(1):955–968. Hamza, Ahmed., Nagulu, Aravind., Davidson, Alfred Festus., Tao, Jonathan., Hill, Cameron., AlShammary, Hussam., Krishnaswamy, Harish., Buckwalter, James. (2020). A code-domain, in-band, full-duplex wireless communication link with greater than 100-db rejection. IEEE Transactions on Microwave Theory and Techniques, 69(1):955–968.
6.
Zurück zum Zitat Yilan, Mikail, Gurbuz, Ozgur, & Ozkan, Huseyin. (2021). Integrated linear and nonlinear digital cancellation for full duplex communication. IEEE Wireless Communications, 28(1), 20–27.CrossRef Yilan, Mikail, Gurbuz, Ozgur, & Ozkan, Huseyin. (2021). Integrated linear and nonlinear digital cancellation for full duplex communication. IEEE Wireless Communications, 28(1), 20–27.CrossRef
7.
Zurück zum Zitat Kurzo, Yann, Kristensen, Andreas Toftegaard, Burg, Andreas, & Balatsoukas-Stimming, Alexios. (2020). Hardware implementation of neural self-interference cancellation. IEEE Journal on Emerging and Selected Topics in Circuits and Systems, 10(2), 204–216.CrossRef Kurzo, Yann, Kristensen, Andreas Toftegaard, Burg, Andreas, & Balatsoukas-Stimming, Alexios. (2020). Hardware implementation of neural self-interference cancellation. IEEE Journal on Emerging and Selected Topics in Circuits and Systems, 10(2), 204–216.CrossRef
8.
Zurück zum Zitat Proakis, John G., Salehi, Masoud. (2007). Fundamentals of communication systems. Pearson Education India. Proakis, John G., Salehi, Masoud. (2007). Fundamentals of communication systems. Pearson Education India.
9.
Zurück zum Zitat Sharma, Shree Krishna, Bogale, Tadilo Endeshaw, Le, Long Bao, Chatzinotas, Symeon, Wang, Xianbin, & Ottersten, Björn. (2017). Dynamic spectrum sharing in 5g wireless networks with full-duplex technology: Recent advances and research challenges. IEEE Communications Surveys & Tutorials, 20(1), 674–707.CrossRef Sharma, Shree Krishna, Bogale, Tadilo Endeshaw, Le, Long Bao, Chatzinotas, Symeon, Wang, Xianbin, & Ottersten, Björn. (2017). Dynamic spectrum sharing in 5g wireless networks with full-duplex technology: Recent advances and research challenges. IEEE Communications Surveys & Tutorials, 20(1), 674–707.CrossRef
10.
Zurück zum Zitat Komatsu, Kazuki, Miyaji, Yuichi, & Uehara, Hideyuki. (2021). Theoretical analysis of in-band full-duplex radios with parallel hammerstein self-interference cancellers. IEEE Transactions on Wireless Communications, 20(10), 6772–6786.CrossRef Komatsu, Kazuki, Miyaji, Yuichi, & Uehara, Hideyuki. (2021). Theoretical analysis of in-band full-duplex radios with parallel hammerstein self-interference cancellers. IEEE Transactions on Wireless Communications, 20(10), 6772–6786.CrossRef
11.
Zurück zum Zitat Islam, Md Atiqul., Smida, Besma. (2019). A comprehensive self-interference model for single-antenna full-duplex communication systems. In ICC 2019-2019 IEEE International Conference on Communications (ICC), pages 1–7. IEEE. Islam, Md Atiqul., Smida, Besma. (2019). A comprehensive self-interference model for single-antenna full-duplex communication systems. In ICC 2019-2019 IEEE International Conference on Communications (ICC), pages 1–7. IEEE.
12.
Zurück zum Zitat Vogt, Hendrik, Enzner, Gerald, & Sezgin, Aydin. (2019). State-space adaptive nonlinear self-interference cancellation for full-duplex communication. IEEE Transactions on Signal Processing, 67(11), 2810–2825.MathSciNetCrossRefMATH Vogt, Hendrik, Enzner, Gerald, & Sezgin, Aydin. (2019). State-space adaptive nonlinear self-interference cancellation for full-duplex communication. IEEE Transactions on Signal Processing, 67(11), 2810–2825.MathSciNetCrossRefMATH
13.
Zurück zum Zitat Komatsu, Kazuki, Miyaji, Yuichi, & Uehara, Hideyuki. (2020). Iterative nonlinear self-interference cancellation for in-band full-duplex wireless communications under mixer imbalance and amplifier nonlinearity. IEEE Transactions on Wireless Communications, 19(7), 4424–4438.CrossRef Komatsu, Kazuki, Miyaji, Yuichi, & Uehara, Hideyuki. (2020). Iterative nonlinear self-interference cancellation for in-band full-duplex wireless communications under mixer imbalance and amplifier nonlinearity. IEEE Transactions on Wireless Communications, 19(7), 4424–4438.CrossRef
14.
Zurück zum Zitat Anttila, Lauri, Lampu, Vesa, Hassani, Seyed Ali, Campo, Pablo Pascual, Korpi, Dani, Turunen, Matias, Pollin, Sofie, & Valkama, Mikko. (2020). Full-duplexing with sdr devices: Algorithms, fpga implementation, and real-time results. IEEE Transactions on Wireless Communications, 20(4), 2205–2220.CrossRef Anttila, Lauri, Lampu, Vesa, Hassani, Seyed Ali, Campo, Pablo Pascual, Korpi, Dani, Turunen, Matias, Pollin, Sofie, & Valkama, Mikko. (2020). Full-duplexing with sdr devices: Algorithms, fpga implementation, and real-time results. IEEE Transactions on Wireless Communications, 20(4), 2205–2220.CrossRef
15.
Zurück zum Zitat Elsayed, M., El-Banna, A. A., Dobre, O. A., Shiu, W., & Wang, P. (2020). Low complexity neural network structures for self-interference cancellation in full-duplex radio. IEEE Communications Letters, 25(1), 181–185.CrossRef Elsayed, M., El-Banna, A. A., Dobre, O. A., Shiu, W., & Wang, P. (2020). Low complexity neural network structures for self-interference cancellation in full-duplex radio. IEEE Communications Letters, 25(1), 181–185.CrossRef
16.
Zurück zum Zitat Kong, Dong Hyun., Kil, Yong-Sung., Kim, Sang-Hyo. (2022). Neural network aided digital self-interference cancellation for full-duplex communication over time-varying channels. IEEE Transactions on Vehicular Technology. Kong, Dong Hyun., Kil, Yong-Sung., Kim, Sang-Hyo. (2022). Neural network aided digital self-interference cancellation for full-duplex communication over time-varying channels. IEEE Transactions on Vehicular Technology.
17.
Zurück zum Zitat Muranov, K., Islam, M. A., Smida, B., & Devroye, N. (2021). On deep learning assisted self-interference estimation in a full-duplex relay link. IEEE Wireless Communications Letters, 10(12), 2762–2766.CrossRef Muranov, K., Islam, M. A., Smida, B., & Devroye, N. (2021). On deep learning assisted self-interference estimation in a full-duplex relay link. IEEE Wireless Communications Letters, 10(12), 2762–2766.CrossRef
18.
Zurück zum Zitat Majidi, Mahdi, Mohammadi, Abbas, & Abdipour, Abdolali. (2013). Accurate analysis of spectral regrowth of nonlinear power amplifier driven by cyclostationary modulated signals. Analog Integrated Circuits and Signal Processing, 74(2), 425–437.CrossRef Majidi, Mahdi, Mohammadi, Abbas, & Abdipour, Abdolali. (2013). Accurate analysis of spectral regrowth of nonlinear power amplifier driven by cyclostationary modulated signals. Analog Integrated Circuits and Signal Processing, 74(2), 425–437.CrossRef
19.
Zurück zum Zitat Moghaddam, Mohammad Hossein, Aghdam, Sina Rezaei, Mazzali, Nicolò, & Eriksson, Thomas. (2022). Statistical modeling and analysis of power amplifier nonlinearities in communication systems. IEEE Transactions on Communications, 70(2), 822–835.CrossRef Moghaddam, Mohammad Hossein, Aghdam, Sina Rezaei, Mazzali, Nicolò, & Eriksson, Thomas. (2022). Statistical modeling and analysis of power amplifier nonlinearities in communication systems. IEEE Transactions on Communications, 70(2), 822–835.CrossRef
20.
Zurück zum Zitat Majidi, Mahdi, Mohammadi, Abbas, Abdipour, Abdolali, & Valkama, Mikko. (2020). Characterization and performance improvement of cooperative wireless networks with nonlinear power amplifier at relay. IEEE Transactions on Vehicular Technology, 69(3), 3244–3255.CrossRef Majidi, Mahdi, Mohammadi, Abbas, Abdipour, Abdolali, & Valkama, Mikko. (2020). Characterization and performance improvement of cooperative wireless networks with nonlinear power amplifier at relay. IEEE Transactions on Vehicular Technology, 69(3), 3244–3255.CrossRef
21.
Zurück zum Zitat Tapio, Visa, & Juntti, Markku. (2021). Non-linear self-interference cancelation for full-duplex transceivers based on hammerstein-wiener model. IEEE Communications Letters, 25(11), 3684–3688.CrossRef Tapio, Visa, & Juntti, Markku. (2021). Non-linear self-interference cancelation for full-duplex transceivers based on hammerstein-wiener model. IEEE Communications Letters, 25(11), 3684–3688.CrossRef
22.
Zurück zum Zitat Oppenheim, Alan V., Buck, John R., Schafer, Ronald W. (2001). Discrete-time signal processing. Vol. 2. Upper Saddle River, NJ: Prentice Hall. Oppenheim, Alan V., Buck, John R., Schafer, Ronald W. (2001). Discrete-time signal processing. Vol. 2. Upper Saddle River, NJ: Prentice Hall.
23.
Zurück zum Zitat Narimani, Ghassem, Martin, Philippa A., & Taylor, Desmond P. (2017). Spectral analysis of fractionally-spaced mmse equalizers and stability of the lms algorithm. IEEE Transactions on Communications, 66(4), 1675–1688.CrossRef Narimani, Ghassem, Martin, Philippa A., & Taylor, Desmond P. (2017). Spectral analysis of fractionally-spaced mmse equalizers and stability of the lms algorithm. IEEE Transactions on Communications, 66(4), 1675–1688.CrossRef
Metadaten
Titel
Matched-filter design to improve self-interference cancellation in full-duplex communication systems
verfasst von
Mohammad Lari
Publikationsdatum
15.05.2023
Verlag
Springer US
Erschienen in
Wireless Networks / Ausgabe 7/2023
Print ISSN: 1022-0038
Elektronische ISSN: 1572-8196
DOI
https://doi.org/10.1007/s11276-023-03352-2

Weitere Artikel der Ausgabe 7/2023

Wireless Networks 7/2023 Zur Ausgabe

Neuer Inhalt