Characterization of the Frequency Ramp Nonlinearity Impact on the Range Estimation Accuracy and Resolution in LFMCW Radars
被引:3
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作者:
Gu, Changzhan
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机构:
Shanghai Jiao Tong Univ, State Key Lab Radio Frequency Heterogeneous Integr, Shanghai 200240, Peoples R China
Shanghai Jiao Tong Univ, MoE Key Lab Artificial Intelligence, Shanghai 200240, Peoples R ChinaShanghai Jiao Tong Univ, State Key Lab Radio Frequency Heterogeneous Integr, Shanghai 200240, Peoples R China
Gu, Changzhan
[1
,2
]
Zhang, Zesheng
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h-index: 0
机构:
Shanghai Jiao Tong Univ, State Key Lab Radio Frequency Heterogeneous Integr, Shanghai 200240, Peoples R China
Shanghai Jiao Tong Univ, MoE Key Lab Artificial Intelligence, Shanghai 200240, Peoples R ChinaShanghai Jiao Tong Univ, State Key Lab Radio Frequency Heterogeneous Integr, Shanghai 200240, Peoples R China
Zhang, Zesheng
[1
,2
]
Liu, Jingtao
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h-index: 0
机构:
Shanghai Jiao Tong Univ, State Key Lab Radio Frequency Heterogeneous Integr, Shanghai 200240, Peoples R China
Shanghai Jiao Tong Univ, MoE Key Lab Artificial Intelligence, Shanghai 200240, Peoples R ChinaShanghai Jiao Tong Univ, State Key Lab Radio Frequency Heterogeneous Integr, Shanghai 200240, Peoples R China
Liu, Jingtao
[1
,2
]
Mao, Junfa
论文数: 0引用数: 0
h-index: 0
机构:
Shanghai Jiao Tong Univ, State Key Lab Radio Frequency Heterogeneous Integr, Shanghai 200240, Peoples R China
Shanghai Jiao Tong Univ, MoE Key Lab Artificial Intelligence, Shanghai 200240, Peoples R ChinaShanghai Jiao Tong Univ, State Key Lab Radio Frequency Heterogeneous Integr, Shanghai 200240, Peoples R China
Mao, Junfa
[1
,2
]
机构:
[1] Shanghai Jiao Tong Univ, State Key Lab Radio Frequency Heterogeneous Integr, Shanghai 200240, Peoples R China
[2] Shanghai Jiao Tong Univ, MoE Key Lab Artificial Intelligence, Shanghai 200240, Peoples R China
Frequency ramp nonlinearity (FRN);
linear-frequency-modulated continuous wave (LFMCW);
range-dependent accuracy;
range-dependent resolution;
Index Terms;
FMCW RADAR;
LOCALIZATION;
D O I:
10.1109/TIM.2023.3285926
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:
The ranging accuracy and range resolution in linear-frequency-modulated continuous-wave (LFMCW) radars are vulnerable to the nonlinearity of the transmitted frequency ramp. The frequency ramp nonlinearity (FRN) leads to the degradation of accuracy in range estimation and deteriorates the range resolution in LFMCW radars, which becomes even worse as the target range increases. The uncertainty of the type of FRN makes the problem more complicated. This article proposes a new range-dependent resolution model and a new range-dependent accuracy model based on the theoretical analysis and experimental evaluations, which characterizes the impact of different types of FRN on the range resolution and accuracy in LFMCW radars. The proposed models have established the quantitative relationship between the FRN, the target distance, and the range accuracy and resolution. A nonlinearity index is utilized in the analysis to quantify the extent of FRN. Moreover, a novel design methodology is also proposed, which may guide the design of LFMCW radars under the influence of FRN. Four typical types of FRN that are reasonable in practical LFMCW radars are taken into consideration in both simulations and experiments to validate the proposed theory and methodology.