Establishing Universal Benchmarks for Detection Probability, False Alarm Rate, and Communication Capacity

Defining mathematical Pareto frontiers to fairly benchmark joint sensing and communication systems.

Cramér-Rao Lower Bound (CRLB) vs Shannon Capacity

ISACEcosystems formulates the fundamental trade-off curve between maximum mutual information (bps/Hz) and minimal target estimation error (CRLB).

Standardized Benchmark Test Suites

A standardized benchmarking harness tests commercial transceivers against standard pedestrian crossing, vehicle cut-in, and drone approach scenarios.

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