Yu Yang, Liu Bo, Chen Zhen
Appl Opt. 2018 Sep 20;57(27):7733-7739. doi: 10.1364/AO.57.007733.
The detection principle and performance of the pseudo-random single photon counting ranging (PSPCR) Lidar system are investigated. The detection probability and single photon detection efficiency (SPDE) of the macro code for the PSPCR Lidar system are derived based on statistical theory. The effects of the echo primary electrons number and the dead time on the detection probability and SPDE are analyzed. The detection probability increases with the increase of the primary electron number and tends toward saturation. The change of dead time length has little effect on the detection probability of the macro code, especially when the number of echo primary electrons is large. However, the length of dead time is inversely proportional to the number of detected codes. The longer the dead time, the fewer the number of detected codes, and the worse the ranging performance. The signal-to-noise ratio (SNR) of the PSPCR Lidar is analyzed based on the cross-correlation function. The Monte Carlo simulation results show that the PSPCR Lidar has a satisfactory SNR even in a high noise level. As the number of signal primary electrons increases, the SNR gradually increases and tends to be saturated. As the noise increases, the SNR gradually decreases, and the greater the noise, the more severe the SNR decreases. At the same time, based on the assumption that the power of the single code in Gaussian distribution and the time resolution of the photon counting module are less than the code width, the theoretical formula of the range error is deduced. The effects of the echo signal primary electron number and code width on the range error are analyzed. The results show that the fewer the primary electron numbers or the narrower the code width, the smaller the range error of the PSPCR Lidar system. The range error of the PSPCR Lidar system is verified by Monte Carlo simulation. The simulation results are in good agreement with the theoretical analysis.
研究了伪随机单光子计数测距(PSPCR)激光雷达系统的探测原理与性能。基于统计理论推导了PSPCR激光雷达系统宏码的探测概率和单光子探测效率(SPDE)。分析了回波原电子数和死时间对探测概率及SPDE的影响。探测概率随原电子数的增加而增大并趋于饱和。死时间长度的变化对宏码探测概率影响较小,尤其是在回波原电子数较大时。然而,死时间长度与检测码数量成反比。死时间越长,检测码数量越少,测距性能越差。基于互相关函数分析了PSPCR激光雷达的信噪比(SNR)。蒙特卡罗模拟结果表明,即使在高噪声水平下,PSPCR激光雷达也具有令人满意的SNR。随着信号原电子数的增加,SNR逐渐增大并趋于饱和。随着噪声增加,SNR逐渐降低,噪声越大,SNR降低越严重。同时,基于单码功率呈高斯分布且光子计数模块的时间分辨率小于码宽的假设,推导了距离误差的理论公式。分析了回波信号原电子数和码宽对距离误差的影响。结果表明,原电子数越少或码宽越窄,PSPCR激光雷达系统的距离误差越小。通过蒙特卡罗模拟验证了PSPCR激光雷达系统的距离误差。模拟结果与理论分析吻合良好。