Accounting for Clock-Induced Charge Production in the EMCCD Gain Register

TL;DR

This paper derives a new probability distribution for EMCCD gain that accounts for clock-induced charge production, improving the accuracy of signal extraction in high-gain regimes used in space imaging.

Contribution

The paper introduces a first-principles derived modified distribution for EMCCD gain that includes clock-induced charge effects, validated by data analysis.

Findings

Modified distribution fits data better than traditional models.

Accounting for clock-induced charge improves signal extraction accuracy.

Enhanced modeling can optimize EMCCD performance in space telescopes.

Abstract

An electron-multiplying charge-coupled device (EMCCD) is often used for taking images with space telescopes and other devices. Photons hit the pixels and photo-electrons are created, and these are multiplied via impact ionization as they travel through the gain register from one gain stage to the next. A high gain means a high multiplication factor, and this is achieved through a high voltage difference across a gain stage. If the gain is high enough, the chance of clock-induced charge production in the gain register increases. The probability distribution function governing the gain process in the literature only accounts for charge multiplication if one or more electrons enters the gain register. I derive from first principles the modified probability distribution that accounts for clock-induced charge production in the gain register. I also examine some EMCCD data and show through maximum likelihood estimation that the data conform better to the modified distribution versus the usual one in the literature. The use of the modified distribution would in principle improve the accuracy of signal extraction from a frame.