We present a real-time demonstration system that
recommends short-range repositioning of naval vessels to improve RF link quality to a fixed objective under contemporary
ionospheric conditions. Across controlled scenarios, the optimizer
yields 6–9% fleet-mean quality gains with sub-second runtime,
driven by a strong diurnal correlation with MUF. Our pipeline
ingests ISS ephemerides to proxy ionospheric state, estimates
bandwise link utility (HF/VHF/UHF/SATCOM), and performs
constrained local motion search per vessel before visualizing
results and saving standardized artifacts. All code is modular
and designed to be reproducible as a public demo.
