Impact of Frequency Ramp Nonlinearity, Phase Noise, and SNR on FMCW Radar Accuracy

被引:98
|
作者
Ayhan, Serdal [1 ]
Scherr, Steffen [1 ]
Bhutani, Akanksha [1 ]
Fischbach, Benjamin [1 ]
Pauli, Mario [1 ]
Zwick, Thomas [1 ]
机构
[1] Karlsruhe Inst Technol, Inst Radio Frequency Engn & Elect, D-76131 Karlsruhe, Germany
关键词
Cramer-Rao lower bound (CRLB); frequency-modulated continuous wave (FMCW) radar; frequency ramp linearity; phase noise; range measurement; signal-to-noise ratio (SNR); SENSOR;
D O I
10.1109/TMTT.2016.2599165
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
One of the main disturbances in a frequency-modulated continuous wave radar system for range measurement is nonlinearity in the frequency ramp. The intermediate frequency (IF) signal and consequently the target range accuracy are dependent on the type of the nonlinearity present in the frequency ramp. Moreover, the type of frequency ramp nonlinearity cannot be directly specified, which makes the problem even more challenging. In this paper, the frequency ramp nonlinearity is investigated with the modified short-time Fourier transform method by using the short-time Chirp-Z transform method with high accuracy. The random and periodic nonlinearities are characterized and their sources are identified as phase noise and spurious. These types of frequency deviations are intentionally increased, and their influence on the linearity and the IF-signal is investigated. The dependence of target range estimation accuracy on the frequency ramp nonlinearity, phase noise, spurious, and signal-to-noise ratio in the IF-signal are described analytically and are verified on the basis of measurements.
引用
收藏
页码:3290 / 3301
页数:12
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