Event-based cameras (EBCs) are of interest for potential application to space domain
awareness (SDA). EBC attributes, including asynchronous response and
low latency provide data reduction, break the trade-off between
latency and power, and enable consideration of additional algorithms
and processing architectures due to individual timestamps for each
event. Potential data reduction by a factor of 10 or greater is
particularly attractive for SDA from satellite platforms with
constraints on system power, processing, and communication bandwidth.
Here we report our initial evaluation of Prophesee third-generation
commercial-off-the-shelf (COTS) EBCs, including development of, and
comparison with, a limiting magnitude model. The analytic model is a
function of sky background radiance; EBC parameters including contrast
threshold, dark current, pixel pitch, and spectral quantum efficiency;
and the optic aperture diameter and focal length. Using an 85 mm f/1.4
lens, the measured detection limits for the half-size video graphics
array (HVGA) and video graphics array (VGA)-format EBCs are 6.9 and
9.8 visual magnitudes (
m
V
), respectively, at a sky background
level of about
20.3
m
V
per square arcsecond. The empirical
sensitivity limit for the VGA differs by
0.1
m
V
from our analytic prediction of 9.7
(less than 10% difference in flux). The limiting magnitude model
assumes slow motion of point objects across the EBC focal plane array.
Additional experiments exploring temporal behavior show that no stars
are detected while scanning across the night sky faster than 0.5 deg
per second using the VGA-EBC mounted to a 200 mm f/2.0 lens. The
limited sensitivity of the evaluated COTS EBCs prevents their use as a
replacement for typical CCD/CMOS framing sensors, but EBCs show clear
promise for small-aperture, large-field persistent SDA in terms of
their efficient capture of temporal information.
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