OFDM-based waveform design for MIMO DFRC systems with reduced range sidelobes: a majorization-minimization approach
This paper focuses on waveform design for multi-input multi-output (MIMO) dual-function radar-communication (DFRC) systems, particularly tailored for environments with multiple single-antenna downlink user equipments (UEs). Our approach leverages orthogonal frequency division multiplexing (OFDM) tec...
Saved in:
Main Authors: | , , , , , |
---|---|
Other Authors: | |
Format: | Article |
Language: | English |
Published: |
2025
|
Subjects: | |
Online Access: | https://hdl.handle.net/10356/182843 |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Institution: | Nanyang Technological University |
Language: | English |
id |
sg-ntu-dr.10356-182843 |
---|---|
record_format |
dspace |
spelling |
sg-ntu-dr.10356-1828432025-03-07T15:45:31Z OFDM-based waveform design for MIMO DFRC systems with reduced range sidelobes: a majorization-minimization approach Feng, Xiang Zhao, Zhongqing Zhao, Yufei Zhao, Zhanfeng Meng, Lingsheng Guan, Yong Liang School of Electrical and Electronic Engineering Engineering Dual-functional radar-communication system Waveform design This paper focuses on waveform design for multi-input multi-output (MIMO) dual-function radar-communication (DFRC) systems, particularly tailored for environments with multiple single-antenna downlink user equipments (UEs). Our approach leverages orthogonal frequency division multiplexing (OFDM) technology to address the challenges of frequency-selective fading. To mitigate the peak-to-average power ratio (PAPR) issues inherent in OFDM signals, the desired low-PAPR property is also incorporated into the design of the waveforms. For enhanced radar sensing functionality, we introduce an advanced metric, the weighted peak or integrated sidelobe level (WPISL), meticulously crafted to measure and minimize low-range sidelobes. On the communication front, we integrate constructive interference (CI) techniques to significantly enhance quality of service (QoS) in data transmission. To address the intricate optimization challenges presented by our design objectives, we have developed an efficient algorithm anchored in the majorization-minimization (MM) framework. The numerical experiments demonstrate that this algorithm notably surpasses existing state-of-the-art benchmarks in reducing range sidelobe interference. Furthermore, our CI-based approach yields enhanced performance compared to traditional least squares (LS) methods, achieving lower symbol error rates (SER) and higher average achievable sum rates. Info-communications Media Development Authority (IMDA) National Research Foundation (NRF) Submitted/Accepted version Their work was supported in part by Major Scientific and Technological Innovation Projects of Shandong Province of China (Grants 2021ZLGX05 and 2022ZLGX04), in part by the National Natural Science Foundation of China, Grant 42127804, in part by the National Research Foundation, Singapore, and Infocomm Media Development Authority under its Future Communications Research & Development Programme (Grants No. FCP-NTU-RG-2022-011 and No. FCP-NTU-RG-2022-020) 2025-03-04T04:22:47Z 2025-03-04T04:22:47Z 2024 Journal Article Feng, X., Zhao, Z., Zhao, Y., Zhao, Z., Meng, L. & Guan, Y. L. (2024). OFDM-based waveform design for MIMO DFRC systems with reduced range sidelobes: a majorization-minimization approach. IEEE Transactions On Vehicular Technology, 3498953-. https://dx.doi.org/10.1109/TVT.2024.3498953 0018-9545 https://hdl.handle.net/10356/182843 10.1109/TVT.2024.3498953 3498953 en FCP-NTU-RG-2021-011 FCP-NTU-RG-2021-020 IEEE Transactions on Vehicular Technology © 2024 IEEE. All rights reserved. This article may be downloaded for personal use only. Any other use requires prior permission of the copyright holder. The Version of Record is available online at http://doi.org/10.1109/TVT.2024.3498953 application/pdf |
institution |
Nanyang Technological University |
building |
NTU Library |
continent |
Asia |
country |
Singapore Singapore |
content_provider |
NTU Library |
collection |
DR-NTU |
language |
English |
topic |
Engineering Dual-functional radar-communication system Waveform design |
spellingShingle |
Engineering Dual-functional radar-communication system Waveform design Feng, Xiang Zhao, Zhongqing Zhao, Yufei Zhao, Zhanfeng Meng, Lingsheng Guan, Yong Liang OFDM-based waveform design for MIMO DFRC systems with reduced range sidelobes: a majorization-minimization approach |
description |
This paper focuses on waveform design for multi-input multi-output (MIMO) dual-function radar-communication (DFRC) systems, particularly tailored for environments with multiple single-antenna downlink user equipments (UEs). Our approach leverages orthogonal frequency division multiplexing (OFDM) technology to address the challenges of frequency-selective fading. To mitigate the peak-to-average power ratio (PAPR) issues inherent in OFDM signals, the desired low-PAPR property is also incorporated into the design of the waveforms. For enhanced radar sensing functionality, we introduce an advanced metric, the weighted peak or integrated sidelobe level (WPISL), meticulously crafted to measure and minimize low-range sidelobes. On the communication front, we integrate constructive interference (CI) techniques to significantly enhance quality of service (QoS) in data transmission. To address the intricate optimization challenges presented by our design objectives, we have developed an efficient algorithm anchored in the majorization-minimization (MM) framework. The numerical experiments demonstrate that this algorithm notably surpasses existing state-of-the-art benchmarks in reducing range sidelobe interference. Furthermore, our CI-based approach yields enhanced performance compared to traditional least squares (LS) methods, achieving lower symbol error rates (SER) and higher average achievable sum rates. |
author2 |
School of Electrical and Electronic Engineering |
author_facet |
School of Electrical and Electronic Engineering Feng, Xiang Zhao, Zhongqing Zhao, Yufei Zhao, Zhanfeng Meng, Lingsheng Guan, Yong Liang |
format |
Article |
author |
Feng, Xiang Zhao, Zhongqing Zhao, Yufei Zhao, Zhanfeng Meng, Lingsheng Guan, Yong Liang |
author_sort |
Feng, Xiang |
title |
OFDM-based waveform design for MIMO DFRC systems with reduced range sidelobes: a majorization-minimization approach |
title_short |
OFDM-based waveform design for MIMO DFRC systems with reduced range sidelobes: a majorization-minimization approach |
title_full |
OFDM-based waveform design for MIMO DFRC systems with reduced range sidelobes: a majorization-minimization approach |
title_fullStr |
OFDM-based waveform design for MIMO DFRC systems with reduced range sidelobes: a majorization-minimization approach |
title_full_unstemmed |
OFDM-based waveform design for MIMO DFRC systems with reduced range sidelobes: a majorization-minimization approach |
title_sort |
ofdm-based waveform design for mimo dfrc systems with reduced range sidelobes: a majorization-minimization approach |
publishDate |
2025 |
url |
https://hdl.handle.net/10356/182843 |
_version_ |
1826362229826519040 |