Reservoir Subspace Injection for Online ICA under Top-n Whitening

Researchers developed Reservoir Subspace Injection (RSI) to improve online Independent Component Analysis under nonlinear mixing conditions. The study identifies performance bottlenecks in top-n whitening and proposes a guarded RSI controller that preserves system performance while achieving 1.7 dB improvement over vanilla online ICA methods.