Comparison of Adaptive Spectral Estimation for Vehicle Speed Measurement with Radar Sensors
AbstractVehicle speed-over-ground (SoG) radar offers significant advantages over conventional speed measurement systems. Radar sensors enable contactless speed measurement, which is free from wheel slip. One of the key issues in SoG radar is the development of the Doppler shift estimation algorithm. In this paper, we compared two algorithms to estimate a mean Doppler frequency accurately. The first is the center-of-mass algorithm, which based on spectrum center-of-mass estimation with a bandwidth-limiting technique. The second is the cross-correlation algorithm, which is based on a cross-correlation technique by cross-correlating Doppler spectrum with a theoretical Gaussian curve. Analysis shows that both algorithms are computationally efficient and suitable for real-time SoG systems. Our extensive simulated and experimental results show both methods achieved low estimation error between 0.5% and 1.5% for flat road conditions. In terms of reliability, the cross-correlation method shows good performance under low Signal-to-Noise Ratio (SNR) while the center-of-mass method failed in this condition. View Full-Text
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Shariff, K.K.M.; Hoare, E.; Daniel, L.; Antoniou, M.; Cherniakov, M. Comparison of Adaptive Spectral Estimation for Vehicle Speed Measurement with Radar Sensors. Sensors 2017, 17, 751.
Shariff KKM, Hoare E, Daniel L, Antoniou M, Cherniakov M. Comparison of Adaptive Spectral Estimation for Vehicle Speed Measurement with Radar Sensors. Sensors. 2017; 17(4):751.Chicago/Turabian Style
Shariff, Khairul Khaizi Mohd; Hoare, Edward; Daniel, Liam; Antoniou, Michail; Cherniakov, Mikhail. 2017. "Comparison of Adaptive Spectral Estimation for Vehicle Speed Measurement with Radar Sensors." Sensors 17, no. 4: 751.