US 12,635,045 B1 · Systems and methods for AI-gating photonic emission control for multimodal applications

Abstract

An AI-Gating illumination system provides artificial intelligence-based regulation of photon emission for incoherent light sources. The system integrates real-time sensor feedback with embedded AI inference to dynamically modulate intensity, spectral composition, spatial distribution, and temporal emission of light-emitting diodes, enabling continuous ANSI-compliant fluence control, energy efficiency, and adaptive illumination. The system is an AI-Gating Photonic Emission Control architecture that predicts instantaneous fluence and determines optimal emission parameters. This architecture operates in a continuous feedback loop with optical, thermal, and environmental sensors, ensuring that photon output remains within defined safety and performance thresholds. The closed-loop framework allows each luminaire or LED array to maintain autonomous regulation, adjusting in real time to variations in reflectance, occupancy, ambient lighting, or biological context.

Claims30

Dependent claims

An AI-Gating illumination system, comprising:

a sensor network configured to acquire multimodal input data;
an AI kernel coupled to the sensor network, the AI kernel including an input-processing module, an inference module implementing trained machine-learning models, and a command-encoding module;
a driver interface operatively connected to the AI kernel for receiving digital gating commands and generating corresponding electrical control signals;
a plurality of LEDs driven by the driver interface to emit light according to the corresponding electrical control signals;
and
a feedback module configured to monitor emitted light characteristics and transmit feedback data to the AI kernel;
wherein the AI kernel adaptively adjusts the digital gating commands based on the multimodal input data and the feedback data to maintain a predetermined illuminance, spectral distribution, and temporal stability.

4 more elements

Dependencies are inferred from the claim text.

Systems and methods for AI-gating photonic emission control for multimodal applications

Life of this patent

Systems and methods for AI-gating photonic emission control for multimodal applications

Life of this patent

Abstract

Claims30