Mathematical multi-objective optimization balancing communication Shannon capacity against radar Cramér-Rao lower bounds.
ISACOps formulates resource allocation as a dual-objective optimization. Fast interior-point solvers update power and subcarrier weights every 10 milliseconds, moving along the Pareto frontier according to current traffic priorities.
When a near-miss vehicle collision hazard is detected, the optimizer instantly reallocates 80% of transmitter power to narrow pencil radar tracking lobes for 200 milliseconds, sacrificing fractional data throughput to preserve human safety.