Publication | Open Access
Distance Measurement Error in Time-of-Flight Sensors Due to Shot Noise
36
Citations
15
References
2015
Year
EngineeringSensor ArrayMeasurementEducationImage SensorNoise ReductionCalibrationNoiseComputational ImagingDistance Measurement ErrorShot NoiseInstrumentationImaging SystemTime-of-flight ImagingFlight ValidationPixel ArraysTime-of-flight CameraRange ImagingSignal ProcessingSensor CalibrationSensorsAerospace EngineeringCamera TechnologyMeasurement System
Unlike other noise sources, which can be reduced or eliminated by different signal processing techniques, shot noise is an ever-present noise component in any imaging system. In this paper, we present an in-depth study of the impact of shot noise on time-of-flight sensors in terms of the error introduced in the distance estimation. The paper addresses the effect of parameters, such as the size of the photosensor, the background and signal power or the integration time, and the resulting design trade-offs. The study is demonstrated with different numerical examples, which show that, in general, the phase shift determination technique with two background measurements approach is the most suitable for pixel arrays of large resolution.
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