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Performance bounds on MIMO radar with optimized coded constant modulus waveforms

机译:具有优化的编码恒定模量波形的MIMO雷达的性能界限

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A multiple-input, multiple-output (MIMO) radar system uses multiple, spatially diverse transmitters and receivers with separable, independent waveforms with the goal of enhancing resolution and, thus, improving performance. Key to the achievement of these performance benefits is the degree to which the transmitted waveforms may be separated on receive, e.g. the correlation properties amongst the waveforms. A previously defined correlation metric useful for designing “good” waveforms is simplified and its global minimum prescribed for M coded constant modulus waveforms each consisting of N chips and shown to be equal to M-1 (independent of the number of chips). The theory is validated using random phase waveforms as well as optimized waveforms using a previously defined iterative procedure (“CAN”), which is shown to effectively achieve the derived minimum bound. An important consequence of this large level of correlation residue for an optimal waveform set when used to perform a ground moving target indicator (GMTI) function in an airborne radar observing distributed clutter is that the rank of the resulting MIMO interference covariance is increased beyond that of an idealized orthogonal waveform set leading to significant degradation in the clutter mitigation performance, as shown through simulation. An approach to mitigating this effect through the use of partially optimized waveforms tailored to the scenario of interest is demonstrated to achieve the performance of an idealized orthogonal waveform set.
机译:多输入多输出(MIMO)雷达系统使用空间上不同的多个发射器和接收器,这些发射器和接收器具有可分离的独立波形,目的是提高分辨率,从而提高性能。实现这些性能优势的关键是在接收时可以分离发射波形的程度,例如波形之间的相关特性。简化了用于设计“良好”波形的先前定义的相关度量,并为M个编码的恒定模量波形规定了全局最小值,每个M个编码的恒定模量波形由N个码片组成,并且等于M-1(与码片数无关)。使用随机相位波形以及使用先前定义的迭代过程(“ CAN”)的优化波形对理论进行了验证,结果表明该方法有效地实现了导出的最小界限。当用于在机载雷达中观察分布式杂波的地面移动目标指示符(GMTI)功能时,最佳波形集的大量相关残差的重要结果是,所产生的MIMO干扰协方差的等级增加到超过MIMO干扰协方差的等级。如仿真所示,理想的正交波形集会导致杂波缓解性能显着降低。通过使用针对感兴趣的场景量身定制的部分优化的波形来缓解这种影响的方法被证明可以实现理想的正交波形集的性能。

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