FusionSense: Tri-Stage Near-Sensor Learning for Runtime-Adaptive Multimodal Edge Intelligence

FusionSense introduces a tri-stage near-sensor learning framework for energy-constrained autonomous edge systems, addressing challenges of multimodal sensor data processing. It optimizes computation and transmission by training lightweight near-sensor classifiers with fusion-aware decisions, enhancing adaptivity and efficiency.