1. A vehicle comprising: a traction battery including a plurality of cells; and at least one controller programmed to implement a state estimator configured to output battery state based on internal resistance of the traction battery and a system dynamics estimation of the traction battery that uses discrete battery measurements of voltage and internal resistance, and operate the traction battery according to output of the state estimator.