基于峰均比约束的双功能雷达通信波形折中优化设计

侯跃峰; 赵晓; 刘嘉宁; 周荣康; 王文博; 田峰

doi:10.11959/j.issn.2096-3750.2023.00338

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基于峰均比约束的双功能雷达通信波形折中优化设计

理论与技术 | 更新时间：2024-08-16

- 基于峰均比约束的双功能雷达通信波形折中优化设计
- Dual-functional radar-communication waveform trade-off optimal design with peak average power ratio constraint
- 物联网学报 2023年7卷第2期页码：109-117
- 作者机构：
- 作者简介：
  
  [ "侯跃峰（1998- ），男，南京邮电大学宽带无线通信与传感网技术教育部重点实验室硕士生，主要研究方向为通信感知计算一体化、无线通信与网络信号处理等" ]
  [ "赵晓（1999- ），男，南京邮电大学宽带无线通信与传感网技术教育部重点实验室硕士生，主要研究方向为通信感知计算一体化、无线通信与信号处理技术" ]
  [ "刘嘉宁（1999- ），女，南京邮电大学宽带无线通信与传感网技术教育部重点实验室硕士生，主要研究方向为通信感知计算一体化、无线通信与信号处理技术" ]
  [ "周荣康（1999- ），男，南京邮电大学宽带无线通信与传感网技术教育部重点实验室硕士生，主要研究方向为通信感知计算一体化定位技术" ]
  [ "王文博（1997- ），男，南京邮电大学宽带无线通信与传感网技术教育部重点实验室硕士生，主要研究方向为通信感知计算一体化、无线通信与网络信号处理等" ]
  [ "田峰（1979- ），男，博士，南京邮电大学宽带无线通信与传感网技术教育部重点实验室教授、博士生导师，主要研究方向为通信感知计算一体化、无线通信与网络信号处理等" ]
- 基金信息：
  
  广东省促进经济高质量发展专项资金海洋经济发展项目;The Key Program of Marine Economy Development Special Foundation of Department of Natural Resources of Guangdong Province(GDNRC[2023]24);国家自然科学基金资助项目;The National Natural Science Foundation of China(61671252);国家自然科学基金资助项目;The National Natural Science Foundation of China(61772287);江苏省高等学校自然科学研究重大项目;The Key University Science Research Project of Jiangsu Province(18KJA510004)
- DOI：10.11959/j.issn.2096-3750.2023.00338
  中图分类号： TN919
- 纸质出版日期：2023-06-30，
  
  网络出版日期：2023-06，
- 稿件说明：
移动端阅览
侯跃峰, 赵晓, 刘嘉宁, 等. 基于峰均比约束的双功能雷达通信波形折中优化设计[J]. 物联网学报, 2023,7(2):109-117.

YUEFENG HOU, XIAO ZHAO, JIANING LIU, et al. Dual-functional radar-communication waveform trade-off optimal design with peak average power ratio constraint. [J]. Chinese journal on internet of things, 2023, 7(2): 109-117.
侯跃峰, 赵晓, 刘嘉宁, 等. 基于峰均比约束的双功能雷达通信波形折中优化设计[J]. 物联网学报, 2023,7(2):109-117. DOI： 10.11959/j.issn.2096-3750.2023.00338.

YUEFENG HOU, XIAO ZHAO, JIANING LIU, et al. Dual-functional radar-communication waveform trade-off optimal design with peak average power ratio constraint. [J]. Chinese journal on internet of things, 2023, 7(2): 109-117. DOI： 10.11959/j.issn.2096-3750.2023.00338.

摘要

双功能雷达通信（DFRC

dual-function radar-communication）技术利用相同的硬件平台、频谱资源和发射波形同时实现雷达和通信功能，为实现通信感知一体化功能提供强有力的支撑。针对双功能雷达通信系统，研究了雷达和通信的波形折中优化设计，同时考虑在传输能耗和峰均比约束下，构建具有二次等式和不等式约束的非凸优化问题，并利用非线性等式约束交替方向乘子算法将非凸优化问题分解为3个子问题实现优化求解。仿真结果表明，优化设计的双功能雷达通信波形可逼近理想雷达波形，同时实现了雷达性能和通信性能之间的折中优化。

Abstract

Based on the same hardware platform

spectrum resources

and transmit waveforms

dual-function radar-communication (DFRC) can achieve radar and communication functions at the same time

which provides a strong support for realizing integrated sensing and communication (ISAC).Aiming at the dual-function radar communication system

radar and communication waveform trade off optimal design was studied

and a non-convex optimization problem was constructed with quadratic equality and inequality constraints under the constraints of transmission energy consumption and peak-to-average ratio (PAPR).The nonlinear equality constrained alternative direction method of multipliers was used to decompose the non-convex optimization problem into three sub-problems.The simulation results show that the optimized dual-function radar communication waveform can approach the ideal radar waveform and realize the optimal performance tradeoff between radar and communication.

关键词

双功能雷达通信非凸优化峰值平均功率比约束折中设计

Keywords

DFRCnon-convex optimizationpeak average power ratio constrainttrade-off design

references

PAUL B, CHIRIYATH A R, BLISSD W . Survey of RF communications and sensing convergence research[J]. IEEE Access, 2016(5): 252-270.

ZHENG L, LOPS M, ELDAR Y C ,et al. Radar and communication coexistence:an overview:a review of recent methods[J]. IEEE Signal Processing Magazine, 2019,36(5): 85-99.

LIU F, MASOUROS C, LI A ,et al. MIMO radar and cellular coexistence:a power-efficient approach enabled by interference exploitation[J]. IEEE Transactions on Signal Processing, 2018,66(14): 3681-3695.

MISHRA K V, BHAVANI SHANKAR M R, KOIVUNEN V ,et al. Toward millimeter-wave joint radar communications:a signal processing perspective[J]. IEEE Signal Processing Magazine, 2019,36(5): 100-114.

MA D Y, SHLEZINGER N, HUANG T Y ,et al. Joint radar-communication strategies for autonomous vehicles:combining two key automotive technologies[J]. IEEE Signal Processing Magazine, 2020,37(4): 85-97.

ZHANG J A, LIU F, MASOUROS C ,et al. An overview of signal processing techniques for joint communication and radar sensing[J]. IEEE Journal of Selected Topics in Signal Processing, 2021,15(6): 1295-1315.

GRIFFITHS H , COHEN L , WATTS S ,et al. Radar spectrum engineering and management:technical and regulatory issues[J]. Proceedings of the IEEE, 2014,103(1): 85-102.

QIAN J, LOPS M, ZHENG L ,et al. Joint system design for coexistence of MIMO radar and MIMO communication[J]. IEEE Transactions on Signal Processing:A Publication of the IEEE Signal Processing Society, 2018.

LIU F, YUAN W J, YUAN J H ,et al. Radar-communication spectrum sharing and integration:overview and prospect[J]. Journal of Radars, 2021,10(3): 467-484.

CUI Y H, LIU F, JING X J ,et al. Integrating sensing and communications for ubiquitous IoT:applications,trends,and challenges[J]. IEEE Network, 2021,35(5): 158-167.

IMT-2030(6G)推进组, 通信感知一体化任务组. 通信感知一体化技术研究报告[R]. 2021.

IMT-2030(6G)Promotion Group, Integrating sensing and communication task group. Research report on integrating sensing and communication technology[R]. 2021.

中国通信学会. 通信感知计算一体化网络前沿报告(2021年度)[R]. 2022.

China Institute of Communications. Frontier report on integrated network of communication sense computing (2021)[R]. 2022.

WYMEERSCH H , SECO-GRANADOS G , DESTINO G ,et al. 5G mmWave positioning for vehicular networks[J]. IEEE Wireless Communications, 2018,24(6): 80-86.

CHENG Z Y, HE Z S, LIAO B . Hybrid beamforming for multi-carrier dual-function radar-communication system[J]. IEEE Transactions on Cognitive Communications and Networking, 2021,7(3): 1002-1015.

LIU X, HUANG T Y, SHLEZINGER N ,et al. Joint transmit beamforming for multiuser MIMO communications and MIMO radar[J]. IEEE Transactions on Signal Processing, 2020,68: 3929-3944.

HASSANIEN A, AMIN M G, ABOUTANIOS E ,et al. Dual-function radar communication systems:a solution to the spectrum congestion problem[J]. IEEE Signal Processing Magazine, 2019,36(5): 115-126.

BLUNT S D, YATHAMP STILES J . Intrapulse radar-embedded communications[J]. IEEE Transactions on Aerospace and Electronic Systems, 2010,46(3): 1185-1200.

CIUONZO D, DE MAIO A, FOGLIA G ,et al. Intrapulse radar-embedded communications via multi objective optimization[J]. IEEE Transactions on Aerospace and Electronic Systems, 2015,51(4): 2960-2974.

CHIRIYATH A R, PAUL B, JACYNA G M ,et al. Inner bounds on performance of radar and communications Co-existence[J]. IEEE Transactions on Signal Processing, 2016,64(2): 464-474.

HASSANIEN A, AMIN M G, ZHANG Y D ,et al. Dual-function radar-communications:information embedding using sidelobe control and waveform diversity[J]. IEEE Transactions on Signal Processing, 2016,64(8): 2168-2181.

LIU F, ZHOU L F, MASOUROS C ,et al. Toward dual-functional radar-communication systems:optimal waveform design[J]. IEEE Transactions on Signal Processing, 2018,66(16): 4264-4279.

LIU F, MASOUROS C, LI A ,et al. MU-MIMO communications with MIMO radar:from Co-existence to joint transmission[J]. IEEE Transactions on Wireless Communications, 2018,17(4): 2755-2770.

MOHAMMED S K, LARSSON E G . Per-antenna constant envelope precoding for large multi-user MIMO systems[J]. IEEE Transactions on Communications, 2013,61(3): 1059-1071.

LI J, STOICA P . MIMO radar with colocated antennas[J]. IEEE Signal Processing Magazine, 2007,24(5): 106-114.

STOICA P . MIMO radar signal processing[EB]. 2008.

LIU F, MASOUROS C, GRIFFITHS H . Dual-functional radar-communication waveform design under constant-modulus and orthogonality constraints[C]// Proceedings of 2019 Sensor Signal Processing for Defence Conference (SSPD). Piscataway:IEEE Press, 2019: 1-5.

YU X Y, YANG Q, XIAO Z ,et al. A precoding approach for dual-functional radar-communication system with one-bit DACs[J]. IEEE Journal on Selected Areas in Communications, 2022,40(6): 1965-1977.

DE MAIO A, HUANG Y W, PIEZZO M ,et al. Design of optimized radar codes with a peak to average power ratio constraint[J]. IEEE Transactions on Signal Processing, 2011,59(6): 2683-2697.

WANG J, ZHAO L . Nonconvex generalization of alternating direction method of multipliers for nonlinear equality constrained problems[J]. Results in Control and Optimization, 2021,2:100009.

EUZIÈRE J, GUINVARC'H R, LESTURGIE M ,et al. Dual function radar communication time-modulated array[C]// Proceedings of 2014 International Radar Conference. Piscataway:IEEE Press, 2015: 1-4.

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