Jonathan Kern

Improving the Energy-Efficiency of a Kalman Filter Using Unreliable Memories

Kalman filters are widely used for real-time estimation of dynamic systems, and they sometimes need to be implemented on energy-constrained devices. A Kalman filter implementation from unreliable memories is considered, where the flipping probability of a bit in a memory cell directly depends on its…