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Cumulative detection probabilities and range accuracy of a pulsed Geiger-mode avalanche photodiode laser ranging system

机译:脉冲地理工林雪崩光电二极管激光测距系统的累积检测概率和范围精度

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摘要

Cumulative pulses detection with appropriate cumulative pulses number and threshold has the ability to improve the detection performance of the pulsed laser ranging system with GM-APD. In this paper, based on Poisson statistics and multi-pulses cumulative process, the cumulative detection probabilities and their influence factors are investigated. With the normalized probability distribution of each time bin, the theoretical model of the range accuracy and precision is established, and the factors limiting the range accuracy and precision are discussed. The results show that the cumulative pulses detection can produce higher target detection probability and lower false alarm probability. However, for a heavy noise level and extremely weak echo intensity, the false alarm suppression performance of the cumulative pulses detection deteriorates quickly. The range accuracy and precision is another important parameter evaluating the detection performance, the echo intensity and pulse width are main influence factors on the range accuracy and precision, and higher range accuracy and precision is acquired with stronger echo intensity and narrower echo pulse width, for 5-ns echo pulse width, when the echo intensity is larger than 10, the range accuracy and precision lower than 7.5 cm can be achieved.
机译:采用合适的累积脉冲数和阈值进行累积脉冲检测,可以提高GM-APD脉冲激光测距系统的检测性能。本文基于泊松统计和多脉冲累积过程,研究了累积检测概率及其影响因素。利用各时间点的归一化概率分布,建立了测距精度和精度的理论模型,讨论了影响测距精度和精度的因素。结果表明,累积脉冲检测可以产生更高的目标检测概率和更低的虚警概率。然而,对于高噪声级和极弱的回波强度,累积脉冲检测的虚警抑制性能迅速恶化。距离精度和精度是评价探测性能的另一个重要参数,回波强度和脉冲宽度是影响距离精度和精度的主要因素,对于5ns的回波脉冲宽度,当回波强度大于10,可实现距离精度和小于7.5cm的精度。

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