In this work we consider a multiple-input multiple-output (MIMO) dual-function radar-communication (DFRC) system, which senses multiple spatial directions and serves multiple users. Upon resorting to an orthogonal frequency division multiplexing (OFDM) transmission format and a differential phase shift keying (DPSK) modulation, we study the design of the radiated waveforms and of the receive filters employed by the radar and the users. The approach is communication-centric, in the sense that a radar-oriented objective is optimized under constraints on the average transmit power, the power leakage towards specific directions, and the error rate of each user, thus safeguarding the communication quality of service (QoS). We adopt a unified design approach allowing a broad family of radar objectives, including both estimation- and detection-oriented merit functions. We devise a suboptimal solution based on alternating optimization of the involved variables, a convex restriction of the feasible search set, and minorization-maximization, offering a single algorithm for all of the radar merit functions in the considered family. Finally, the performance is inspected through numerical examples.
翻译:在这项工作中,我们考虑的是多投入多输出(MIMO)双功能雷达通信系统,它能感知多个空间方向,为多个用户服务。在采用正方位频率分多路传输格式和不同阶段转换键值调制(DPSK)时,我们研究辐射波形的设计以及雷达和用户使用的接收过滤器的设计。这种方法以通信为中心,即以雷达为导向的目标在平均传输能力、向特定方向的能量渗漏和每个用户的错误率的限制下得到优化,从而维护了服务的通信质量。我们采用了统一的设计方法,允许一系列广泛的雷达目标,包括估算和探测性的功绩功能。我们设计了一个亚优化解决方案,其基础是相关变量的交替优化、对可行的搜索集的连接限制以及细化-最大化,为所考虑的家庭的所有雷达功绩提供了一种单一的算法。最后,我们通过数字示例对业绩进行了检查。