Analysis of Wiener-Hammerstein equalizer for downlink LTE system

Nasreddine Mallouki, Bechir Nsiri, Sofiene Mhatli, Mohammad Ghanbarisabagh, Walid Hakimi, Mahmoud Ammar, Elias Giacoumidis, Rabah Attia

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

We propose a Wiener-Hammerstein (W-H) channel estimation algorithm for Long-Term Evolution (LTE) systems. The LTE standard provides known data as pilot symbols and exploits them through coherent detection to improve system performance. These drivers are placed in a hybrid way to cover up both time and frequency domain. Our aim is to adapt the W-H equalizer (W-H/E) to LTE standard for compensation of both linear and nonlinear effects induced by power amplifiers and multipath channels. We evaluate the performance of the W-H/E for a Downlink LTE system in terms of BLER, EVM and Throughput versus SNR. Afterwards, we compare the results with a traditional Least-Mean Square (LMS) equalizer. It is shown that W-H/E can significantly reduce both linear and nonlinear distortions compared to LMS and improve LTE Downlink system performance.

Original languageEnglish
Title of host publicationProceedings of 2015 Science and Information conference (SAI)
PublisherIEEE
Pages1077-1082
Number of pages6
ISBN (Print)978-1-4799-8547-0
DOIs
Publication statusPublished - 2015
EventScience and Information conference - London, United Kingdom
Duration: 28 Jul 201530 Jul 2015

Conference

ConferenceScience and Information conference
Abbreviated titleSAI 2015
CountryUnited Kingdom
CityLondon
Period28/07/1530/07/15

Fingerprint

Long Term Evolution (LTE)
Equalizers
Least-Squares Analysis
performance
Nonlinear distortion
Multipath propagation
Channel estimation
Power amplifiers
symbol
driver
Throughput
4-META resin

Keywords

  • LMS
  • LTE
  • Wiener-Hammerstein

Cite this

Mallouki, N., Nsiri, B., Mhatli, S., Ghanbarisabagh, M., Hakimi, W., Ammar, M., ... Attia, R. (2015). Analysis of Wiener-Hammerstein equalizer for downlink LTE system. In Proceedings of 2015 Science and Information conference (SAI) (pp. 1077-1082). IEEE. https://doi.org/10.1109/SAI.2015.7237276
Mallouki, Nasreddine ; Nsiri, Bechir ; Mhatli, Sofiene ; Ghanbarisabagh, Mohammad ; Hakimi, Walid ; Ammar, Mahmoud ; Giacoumidis, Elias ; Attia, Rabah. / Analysis of Wiener-Hammerstein equalizer for downlink LTE system. Proceedings of 2015 Science and Information conference (SAI). IEEE, 2015. pp. 1077-1082
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Mallouki, N, Nsiri, B, Mhatli, S, Ghanbarisabagh, M, Hakimi, W, Ammar, M, Giacoumidis, E & Attia, R 2015, Analysis of Wiener-Hammerstein equalizer for downlink LTE system. in Proceedings of 2015 Science and Information conference (SAI). IEEE, pp. 1077-1082, Science and Information conference, London, United Kingdom, 28/07/15. https://doi.org/10.1109/SAI.2015.7237276

Analysis of Wiener-Hammerstein equalizer for downlink LTE system. / Mallouki, Nasreddine; Nsiri, Bechir; Mhatli, Sofiene; Ghanbarisabagh, Mohammad; Hakimi, Walid; Ammar, Mahmoud; Giacoumidis, Elias; Attia, Rabah.

Proceedings of 2015 Science and Information conference (SAI). IEEE, 2015. p. 1077-1082.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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AU - Attia, Rabah

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N2 - We propose a Wiener-Hammerstein (W-H) channel estimation algorithm for Long-Term Evolution (LTE) systems. The LTE standard provides known data as pilot symbols and exploits them through coherent detection to improve system performance. These drivers are placed in a hybrid way to cover up both time and frequency domain. Our aim is to adapt the W-H equalizer (W-H/E) to LTE standard for compensation of both linear and nonlinear effects induced by power amplifiers and multipath channels. We evaluate the performance of the W-H/E for a Downlink LTE system in terms of BLER, EVM and Throughput versus SNR. Afterwards, we compare the results with a traditional Least-Mean Square (LMS) equalizer. It is shown that W-H/E can significantly reduce both linear and nonlinear distortions compared to LMS and improve LTE Downlink system performance.

AB - We propose a Wiener-Hammerstein (W-H) channel estimation algorithm for Long-Term Evolution (LTE) systems. The LTE standard provides known data as pilot symbols and exploits them through coherent detection to improve system performance. These drivers are placed in a hybrid way to cover up both time and frequency domain. Our aim is to adapt the W-H equalizer (W-H/E) to LTE standard for compensation of both linear and nonlinear effects induced by power amplifiers and multipath channels. We evaluate the performance of the W-H/E for a Downlink LTE system in terms of BLER, EVM and Throughput versus SNR. Afterwards, we compare the results with a traditional Least-Mean Square (LMS) equalizer. It is shown that W-H/E can significantly reduce both linear and nonlinear distortions compared to LMS and improve LTE Downlink system performance.

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Mallouki N, Nsiri B, Mhatli S, Ghanbarisabagh M, Hakimi W, Ammar M et al. Analysis of Wiener-Hammerstein equalizer for downlink LTE system. In Proceedings of 2015 Science and Information conference (SAI). IEEE. 2015. p. 1077-1082 https://doi.org/10.1109/SAI.2015.7237276