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Closed-Form Localization for Distributed MIMO Radar Systems Using Time Delay Measurements

机译:使用时延测量的分布式MIMO雷达系统的闭式定位

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摘要

This paper presents two closed-form localization algorithms, a general algorithm and a colocated algorithm, for distributed multiple-input multiple-output (MIMO) radar systems. In distributed MIMO radar systems, range sum measurements are used to estimate the location parameter. For this, the range sum error minimization is actually employed to be degenerated into two cases for time-of-arrival (TOA) passive localization, one by employing the distance estimate between the target and the receiver (the general algorithm) and the other by subtracting the distance measurement between the target and the transmitter after the time-delay estimation (the colocated algorithm). The resulting positioning accuracy of the general and colocated techniques is found to perform better than that of the existing closed-form weighted least squares (WLS) algorithm and attain the Cramér-Rao lower bound (CRLB).
机译:本文针对分布式多输入多输出(MIMO)雷达系统,提出了两种闭合形式的定位算法:通用算法和共置算法。在分布式MIMO雷达系统中,距离和测量用于估计位置参数。为此,实际上将距离和误差最小化退化为到达时间(TOA)被动定位的两种情况,一种是通过利用目标与接收器之间的距离估计(通用算法),另一种是通过在时间延迟估计后减去目标与发射器之间的距离测量值(并置算法)。发现通用和共置技术的最终定位精度要比现有的封闭式加权最小二乘(WLS)算法更好,并且可以达到Cramér-Rao下界(CRLB)。

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