This article addresses the imperative of reducing the limit-of-detection (LoD) in sensing systems, focusing on micro-and nanoelectromechanical (MEM/NEM) resonant technologies. Typically, advancements on MEM/NEM offer high sensitivity and electromechanical performance, which is crucial for achieving quantum-limited LoD. However, when these devices are integrated in closed-loop oscillator, frequency fluctuations are introduced due to electrical noise, degrading the LoD. This work proposes a novel sensing system for Aluminum Scandium Nitride (AlScN) microacoustic resonant infrared (IR) detectors that addresses these challenges. Moreover, it enables self-sustained oscillation states without active components, while consuming minimal power (∼10 mW) and limiting RF power dissipation (≤ 1 µW), thus shaping a new paradigm in sensing technology.