Title :
An Efficient Frequency and Phase Estimation Algorithm With CRB Performance for FMCW Radar Applications
Author :
Scherr, Steffen ; Ayhan, Serdal ; Fischbach, Benjamin ; Bhutani, Akanksha ; Pauli, Mario ; Zwick, Thomas
Author_Institution :
Inst. fur Hochfrequenztech. und Elektron., Karlsruhe Inst. of Technol., Karlsruhe, Germany
Abstract :
In this paper, a chirp z-transform (CZT)-based algorithm for frequency-modulated continuous wave (FMCW) radar applications is presented. The proposed algorithm is optimized for real-time implementation in field-programmable gate arrays. To achieve a very high accuracy, the FMCW radar uses an additional phase evaluation. Therefore, a phase calculation based on the CZT algorithm is derived and compared with a correlation based algorithm. For a better classification of the algorithm, the respective Cramér-Rao bounds are calculated. The performance of the algorithm is shown by the evaluation of different radar measurements with a K-band radar. In the measurements, an accuracy of 5 μm with a mean standard deviation of 774 nm is achieved, which nearly matches the theoretically predicted mean standard deviation of 160 nm.
Keywords :
CW radar; FM radar; Z transforms; field programmable gate arrays; frequency estimation; phase estimation; CRB performance; CZT algorithm; Cramér-Rao bound; FMCW radar application; K-band radar; chirp z-transform; field-programmable gate array; frequency estimation algorithm; frequency-modulated continuous wave; phase estimation algorithm; phase evaluation; radar measurement; Accuracy; Frequency estimation; Phase estimation; Radar; Signal processing algorithms; Signal to noise ratio; Time-frequency analysis; Accuracy; Cramér--Rao bounds (CRBs); Cram??r???Rao bounds (CRBs); frequency modulation; radar measurements; radar signal processing; radar signal processing.;
Journal_Title :
Instrumentation and Measurement, IEEE Transactions on
DOI :
10.1109/TIM.2014.2381354