aiqbench analysis

As the number of connected devices surpasses 30 billion and spectrum allocations shift dynamically, RF coexistence testing has become essential to prevent interference between high-power 5G transmitters and legacy safety-critical systems like aircraft radar and GPS. Engineers must adopt tiered sharing frameworks such as CBRS and utilize controlled environments aligned with ANSI C63.27 standards to validate device performance under real-world congestion. Additionally, integrating cognitive radio systems with AI and machine learning is increasingly necessary to optimize spectrum allocation and protect incumbent military operations.