Black River researches and develops advanced detection, classification, and identification algorithms using both classical algorithms as well as more modern Artificial Intelligence (AI) and Machine Learning (ML) techniques. We specialize in multi-sensor detection systems that enable precise target identification using object signatures across varied wave bands, specific target features, and motion track characteristics. Our effective data association algorithms rapidly generate high-confidence and accurate tracks with minimal false alarms.

Our emphasis has been on autonomous resource management and detection approaches that use a broad mix of market-driven algorithms and reinforcement learning for information gain reward functions enabling optimized mission task decisions.