R.Shavelis, K.Ozols, M.Greitans, V.Fescenko, “Performance of Adaptive Filters for Predicting the Future Values of the Vehicle Sideslip Angle”, The 16th Biennial Baltic Electronics Conference BEC2018, Tallinn, Estonia, Oct. 8-10, 2018.
Abstract:
In this paper a performance of conventional adaptive finite impulse response filters and a feedforward multi-layer neural network is examined for predicting the future values of the slip angle of a vehicle. The obtained results depending on a number of inputs and a prediction horizon are compared in terms of prediction error and a required number of operations for executing the algorithms.