. "This paper introduces neural network aided unscented Kalman filter (NNUKF) for sensorless control of ac motor drives. Unscented Kalman filter (UKF) is completed by on-line trained neural network which compensates unmodeled dynamics and uncertainties of a drive model. This technique significantly improves behaviour of estimator in critical operating states, especially in low speeds."@en . "23220" . "Peroutka, Zden\u011Bk" . . "2011-09-30+02:00"^^ . . . "Neural Network Aided Unscented Kalman Filter for Sensorless Control of PMSM" . . . "IEEE" . . "New York" . "EPE 2011 - The 14th European Conference on Power Electronics and Applications" . . "Birmingham" . "[2A8146D0BF01]" . . "9"^^ . "RIV/49777513:23220/11:43898628" . "RIV/49777513:23220/11:43898628!RIV13-MSM-23220___" . "2"^^ . "Neural Network Aided Unscented Kalman Filter for Sensorless Control of PMSM"@en . "Permanent magnet motor, Sensorless control, Neural network, Estimation technique"@en . "2"^^ . "This paper introduces neural network aided unscented Kalman filter (NNUKF) for sensorless control of ac motor drives. Unscented Kalman filter (UKF) is completed by on-line trained neural network which compensates unmodeled dynamics and uncertainties of a drive model. This technique significantly improves behaviour of estimator in critical operating states, especially in low speeds." . "Neural Network Aided Unscented Kalman Filter for Sensorless Control of PMSM" . "Talla, Jakub" . . . "000308003505007" . "215648" . . "978-90-75815-15-3" . . . . "P(ED2.1.00/03.0094), P(GAP102/11/0437)" . . . . . . "Neural Network Aided Unscented Kalman Filter for Sensorless Control of PMSM"@en .