Department of Electronic Engineering, Yeungnam University, Gyeongsan 38541, Gyeongbuk, Korea.
Sensors (Basel). 2021 Sep 24;21(19):6376. doi: 10.3390/s21196376.
A detrending technique is proposed for continuous-wave (CW) radar to remove the effects of direct current (DC) offset, including DC drift, which is a very slow noise that appears near DC. DC drift is mainly caused by unwanted vibrations (generated by the radar itself, target objects, or surroundings) or characteristic changes in components in the radar owing to internal heating. It reduces the accuracy of the circle fitting method required for I/Q imbalance calibration and DC offset removal. The proposed technique effectively removes DC drift from the time-domain waveform of the baseband signals obtained for a certain time using polynomial fitting. The accuracy improvement in the circle fitting by the proposed technique using a 5.8 GHz CW radar decreases the error in the displacement measurement and increases the signal-to-noise ratio (SNR) in vital signal detection. The measurement results using a 5.8 GHz radar show that the proposed technique using a fifth-order polynomial fitting decreased the displacement error from 1.34 mm to 0.62 mm on average when the target was at a distance of 1 m. For a subject at a distance of 0.8 m, the measured SNR improved by 7.2 dB for respiration and 6.6 dB for heartbeat.
提出了一种用于连续波 (CW) 雷达的去趋势技术,以去除直流 (DC) 偏移的影响,包括接近直流的非常缓慢的噪声 DC 漂移。DC 漂移主要是由雷达本身、目标物体或周围环境产生的不需要的振动或由于内部加热而导致的雷达内部组件特性变化引起的。它降低了 I/Q 不平衡校准和 DC 偏移去除所需的圆拟合方法的精度。所提出的技术使用多项式拟合,有效地从一定时间内获得的基带信号的时域波形中去除 DC 漂移。使用 5.8GHz CW 雷达提出的技术对圆拟合的精度提高,降低了位移测量的误差,并提高了生命信号检测中的信噪比 (SNR)。使用 5.8GHz 雷达的测量结果表明,当目标距离为 1m 时,使用五阶多项式拟合,平均将位移误差从 1.34mm 降低到 0.62mm。对于距离为 0.8m 的对象,呼吸和心跳的测量 SNR 分别提高了 7.2dB 和 6.6dB。