Limited Feedforward Waveform Design for OFDM Dual-Functional Radar-Communications

被引:117
作者
Keskin, Musa Furkan [1 ]
Koivunen, Visa [2 ]
Wymeersch, Henk [1 ]
机构
[1] Chalmers Univ Technol, Dept Elect Engn, S-41296 Gothenburg, Sweden
[2] Aalto Univ, Dept Signal Proc & Acoust, Aalto 00076, Finland
基金
欧盟地平线“2020”;
关键词
Time-frequency analysis; Transmitters; OFDM; Estimation; Radar; Receivers; Massive MIMO; dual-functional radar-communications; waveform design; limited feedforward; delay-Doppler ambiguity; JOINT RADAR; POWER ALLOCATION; RESOURCE-ALLOCATION; INTEGRATED RADAR; MIMO RADAR; CHANNEL; SYSTEMS; SIGNAL; OPTIMIZATION; COEXISTENCE;
D O I
10.1109/TSP.2021.3076894
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
We consider the problem of time-frequency waveform design for an OFDM dual-functional radar-communications (DFRC) system that communicates with an OFDM receiver while simultaneously estimating target parameters using the backscattered signals. In particular, the goal is to achieve a favorable performance trade-off between radar and communications by optimizing subcarrier powers in a time-frequency region of interest. First, we focus on radar-optimal waveform design to minimize the Cramer-Rao bound (CRB) on delay-Doppler estimation subject to an integrated side-lobe level (ISL) constraint in the delay-Doppler ambiguity domain. Next, we investigate the problem of DFRC trade-off waveform design to optimize the communications rate under radar similarity constraint. Unlike the traditional DFRC systems which ignore feedforward overhead for conveying transmit waveform control information, we assume the existence of a low-rate feedforward channel between the DFRC transceiver and the communications receiver. Relying on the covariance matrix of linear minimum mean-squared-error (LMMSE) estimates of input symbols, we derive a novel communications metric as a function of both subcarrier powers and forwarded control information, and propose a joint waveform and control signaling optimization (JWCSO) strategy that leverages the sparsity and rank-one structure of DFRC waveforms within an alternating maximization framework. Simulation results show that the proposed JWCSO approach provides significant performance gains over the conventional feedforward-agnostic waveforms and achieves near-optimal radar-communications trade-off performance, reaching the boundary of the CRB-capacity region with only a limited feedforward information.
引用
收藏
页码:2955 / 2970
页数:16
相关论文
共 82 条
[1]  
Ahmed A, 2019, CONF REC ASILOMAR C, P559, DOI [10.1109/ieeeconf44664.2019.9049009, 10.1109/IEEECONF44664.2019.9049009]
[2]   Second-order cone programming [J].
Alizadeh, F ;
Goldfarb, D .
MATHEMATICAL PROGRAMMING, 2003, 95 (01) :3-51
[3]  
[Anonymous], 2005, Spectral analysis of signals
[4]   On the Robustness of MIMO LMMSE Channel Estimation [J].
Assalini, Antonio ;
Dall'Anese, Emiliano ;
Pupolin, Silvano .
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2010, 9 (11) :3313-3319
[5]   A New Sequential Optimization Procedure and Its Applications to Resource Allocation for Wireless Systems [J].
Aubry, Augusto ;
De Maio, Antonio ;
Zappone, Alessio ;
Razaviyayn, Meisam ;
Luo, Zhi-Quan .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2018, 66 (24) :6518-6533
[6]   Radar Interference Mitigation for Automated Driving: Exploring Proactive Strategies [J].
Aydogdu, Canan ;
Keskin, Musa Furkan ;
Carvajal, Gisela K. ;
Eriksson, Olof ;
Hellsten, Hans ;
Herbertsson, Hans ;
Nilsson, Emil ;
Rydstrom, Mats ;
Vanas, Karl ;
Wymeersch, Henk .
IEEE SIGNAL PROCESSING MAGAZINE, 2020, 37 (04) :72-84
[7]   Full-Duplex OFDM Radar With LTE and 5G NR Waveforms: Challenges, Solutions, and Measurements [J].
Barneto, Carlos Baquero ;
Riihonen, Taneli ;
Turunen, Matias ;
Anttila, Lauri ;
Fleischer, Marko ;
Stadius, Kari ;
Ryynanen, Jussi ;
Valkama, Mikko .
IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES, 2019, 67 (10) :4042-4054
[8]   Signal Processing for Passive Radar Using OFDM Waveforms [J].
Berger, Christian R. ;
Demissie, Bruno ;
Heckenbach, Joerg ;
Willett, Peter ;
Zhou, Shengli .
IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING, 2010, 4 (01) :226-238
[9]   Radar Waveform Optimization for Target Parameter Estimation in Cooperative Radar-Communications Systems [J].
Bica, Marian ;
Koivunen, Visa .
IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 2019, 55 (05) :2314-2326
[10]  
Bica M, 2019, INT CONF ACOUST SPEE, P7780, DOI 10.1109/ICASSP.2019.8683655