학술논문

A Digital CCD Noise Reduction Technique Experimentally Tested on a Large Batch of Scientific Sensors
Document Type
Periodical
Source
IEEE Transactions on Instrumentation and Measurement IEEE Trans. Instrum. Meas. Instrumentation and Measurement, IEEE Transactions on. 72:1-7 2023
Subject
Power, Energy and Industry Applications
Components, Circuits, Devices and Systems
Standards
Digital filters
Charge coupled devices
Charge transfer
Sensor phenomena and characterization
Noise measurement
Information filters
Charge transfer model
charge-coupled device (CCD)
noise reduction
optimal filter
Language
ISSN
0018-9456
1557-9662
Abstract
In this article, a digital optimal-filtering method is proposed for reducing readout noise in charge-coupled devices (CCDs). The technique includes a number of noise sources that other methods omit but may restrict the sensor’s effectiveness. A procedure is described to obtain the noise directly from the video signal under a standard readout sequence, instead of using an indirect noise measurements approach that does not capture all the interference sources. The proposed research method underwent extensive experimental testing on a large number of scientific sensors, reducing noise in comparison to standard techniques. A significant improvement in the performance comes from using a nonstationary noise model for the video signal and the calibration of the dynamics of the charge transfer signal for each sensor. The average reduction in the noise standard deviation of all tested devices was approximately 40%. Moreover, the spread of the standard deviation values was reduced compared to the standard technique. These two aspects indicate that this technique may increase the selection yield for the construction of multiple-sensor instruments.