Elintir
Autonomous Intelligence Loop · Context-Building Visualization
initializing
▲ target acquired ▲
HOSTILE RADAR
Counter-UAS X-band · PRF 2.4 kHz · CEP 12m
↻ backpropagation
Learning & updating Atlas
5 outputs → gradient flow → fixed context connections
Atlas update
Connection #1
X-band ↔ VHF 30-88+12%
Connection #2
C-UAS ↔ GPS jammer+18%
Strengthened
Radar+Comms→Gen70→84%
Terrain rule
NLoS↔Bldg reflectnew
Compound
Rdr+VHF+SAT=Bn CP85→91%
RT calibration
Canyon +4.2dBcal
★ Cycle complete · What the system learned
01
Gathered
4 observers detected X-band spur. Raw DoA bearings converged via i2s clustering into a single emitter fix.
→
02
Contextualized
BandAtlas labeled Counter-UAS radar. Sionna RT modeled 12 paths incl. 4 building reflections & 2 NLoS routes.
→
03
Inferred
Context engine implied 6 co-located assets. Compound signature matched Battalion command post template.
→
04
Learned
Backprop wrote 8 Atlas rules. Fixed connections between radar items. Confidence weights updated. Geofence template stored. Feedback arcs carry output intelligence back into BandAtlas for next cycle.
Next cycle uses
stronger inference — this cluster recognized instantly.
Restarting with updated atlas →
--:--:--SYSELINTIR autonomous loop started