Quasi-Newton FDE in One-Bit Pseudo-Randomly Quantized Massive MIMO-OFDM Systems

Gökhan Yılmaz; Ali Özgür Yılmaz

doi:10.1109/LCOMM.2024.3363878

Quasi-Newton FDE in One-Bit Pseudo-Randomly Quantized Massive MIMO-OFDM Systems

Gökhan Yılmaz
, Ali Özgür Yılmaz

ICT Lab

Research output: Contribution to journal › Article › Academic › peer-review

5 Citations (Scopus)

86 Downloads (Pure)

Abstract

This letter offers a new frequency domain equalization (FDE) scheme that can work with a pseudo-random quantization (PRQ) scheme utilizing non-zero threshold quantization in one-bit uplink multi-user massive multiple-input multiple-output (MIMO) systems to mitigate quantization distortion and support high-order modulation schemes. The equalizer is based on Newton's method (NM) and applicable for orthogonal frequency division multiplexing (OFDM) transmission under frequency-selective fading by exploiting the properties of massive MIMO. We develop a low-complexity FDE scheme to obtain a quasi-Newton method. The proposed detector outperforms the benchmark detector with comparable complexity.

Original language	English
Article number	10426747
Pages (from-to)	917-921
Number of pages	5
Journal	IEEE Communications Letters
Volume	28
Issue number	4
Early online date	7 Feb 2024
DOIs	https://doi.org/10.1109/LCOMM.2024.3363878
Publication status	Published - 1 Apr 2024

Funding

The work of G. Yılmaz was supported by Vodafone Turkey within the framework of 5G and Beyond Joint Graduate Support Program coordinated by the Information and Communication Technologies Authority of Turkey.

Funders
Vodafone Turkey

Keywords

Computer Science - Information Theory
Electrical Engineering and Systems Science - Signal Processing
OFDM
Massive MIMO
one-bit analog-to-digital converter (ADC)
frequency domain equalization (FDE)
pseudo-random quantization (PRQ)

Access to Document

10.1109/LCOMM.2024.3363878

pdfFinal published version, 2.39 MBLicence: TAVERNE

Cite this

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title = "Quasi-Newton FDE in One-Bit Pseudo-Randomly Quantized Massive MIMO-OFDM Systems",

abstract = "This letter offers a new frequency domain equalization (FDE) scheme that can work with a pseudo-random quantization (PRQ) scheme utilizing non-zero threshold quantization in one-bit uplink multi-user massive multiple-input multiple-output (MIMO) systems to mitigate quantization distortion and support high-order modulation schemes. The equalizer is based on Newton's method (NM) and applicable for orthogonal frequency division multiplexing (OFDM) transmission under frequency-selective fading by exploiting the properties of massive MIMO. We develop a low-complexity FDE scheme to obtain a quasi-Newton method. The proposed detector outperforms the benchmark detector with comparable complexity.",

keywords = "Computer Science - Information Theory, Electrical Engineering and Systems Science - Signal Processing, OFDM, Massive MIMO, one-bit analog-to-digital converter (ADC), frequency domain equalization (FDE), pseudo-random quantization (PRQ)",

author = "G{\"o}khan Yılmaz and Yılmaz, \{Ali {\"O}zg{\"u}r\}",

year = "2024",

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doi = "10.1109/LCOMM.2024.3363878",

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AU - Yılmaz, Ali Özgür

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N2 - This letter offers a new frequency domain equalization (FDE) scheme that can work with a pseudo-random quantization (PRQ) scheme utilizing non-zero threshold quantization in one-bit uplink multi-user massive multiple-input multiple-output (MIMO) systems to mitigate quantization distortion and support high-order modulation schemes. The equalizer is based on Newton's method (NM) and applicable for orthogonal frequency division multiplexing (OFDM) transmission under frequency-selective fading by exploiting the properties of massive MIMO. We develop a low-complexity FDE scheme to obtain a quasi-Newton method. The proposed detector outperforms the benchmark detector with comparable complexity.

AB - This letter offers a new frequency domain equalization (FDE) scheme that can work with a pseudo-random quantization (PRQ) scheme utilizing non-zero threshold quantization in one-bit uplink multi-user massive multiple-input multiple-output (MIMO) systems to mitigate quantization distortion and support high-order modulation schemes. The equalizer is based on Newton's method (NM) and applicable for orthogonal frequency division multiplexing (OFDM) transmission under frequency-selective fading by exploiting the properties of massive MIMO. We develop a low-complexity FDE scheme to obtain a quasi-Newton method. The proposed detector outperforms the benchmark detector with comparable complexity.

KW - Computer Science - Information Theory

KW - Electrical Engineering and Systems Science - Signal Processing

KW - OFDM

KW - Massive MIMO

KW - one-bit analog-to-digital converter (ADC)

KW - frequency domain equalization (FDE)

KW - pseudo-random quantization (PRQ)

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DO - 10.1109/LCOMM.2024.3363878

M3 - Article

SN - 1089-7798

VL - 28

SP - 917

EP - 921

JO - IEEE Communications Letters

JF - IEEE Communications Letters

IS - 4

M1 - 10426747

ER -

Quasi-Newton FDE in One-Bit Pseudo-Randomly Quantized Massive MIMO-OFDM Systems

Abstract

Funding

Keywords

Access to Document

Other files and links

Fingerprint

Bronze Medal at ISIF’24

Quantization and Detection Method for 1-Bit Analog-to-Digital Converters

Cite this

Quasi-Newton FDE in One-Bit Pseudo-Randomly Quantized Massive MIMO-OFDM Systems

Abstract

Funding

Keywords

Access to Document

Other files and links

Fingerprint

Prizes

Bronze Medal at ISIF’24

Research output

Quantization and Detection Method for 1-Bit Analog-to-Digital Converters

Cite this