Centroiding Notes
Factors contributing errors
- Lens distortion
- Lens abberations (chromatic abberation, coma, astigmatisms, etc.)
- Variation in illumination (intensity variation in light source)
- Background noise in CCD camera
- Photonic noise (inherent randomness)
- Vibration
Techniques to improve accurary
- Calibrate background (tradeoff: small reduction in S/N)
- Distortion model
- Frame averaging (improves S/N, smooths variation in illumination & photonic noise)
- Cross-correlation (non-linear least-squares fit of multiple point sources on bug)
- Air bench (not plausible on telescope though)