A Low Complexity Parameter Estimation Technique for LFMCW Signals

被引:10
作者
Nguyen, Van K. [1 ]
机构
[1] DSTO, NSI Div, Edinburgh, SA 5111, Australia
关键词
POLYNOMIAL-PHASE SIGNALS; FREQUENCY RATE ESTIMATION; FM SIGNAL; CHIRP SIGNALS; AUTOCORRELATION; TRANSFORM;
D O I
10.1109/TAES.2014.120571
中图分类号
V [航空、航天];
学科分类号
08 ; 0825 ;
摘要
Linear frequency modulated continuous waveform (LFMCW) is a modulation technique commonly used in bistatic radar systems due to its constant power and excellent range resolution. In this paper, we propose a method for estimating the parameters of an unknown LFMCW signal embedded in noise. The parameters to be estimated include sweep length, time offset, bandwidth, and center frequency. Unlike existing LFMCW parameter estimation techniques, which estimate the parameters jointly, the proposed method estimates the unknown parameters in a sequential order. As a result, it has a very low computational complexity. In addition, it does not require any prior information about the unknown parameters. This property together with its low complexity makes it a suitable candidate for real-time applications.
引用
收藏
页码:2554 / 2563
页数:10
相关论文
共 24 条
[2]  
[Anonymous], 1987, ESTIMATING PARAMETER
[3]   ANALYSIS OF DISCRETE IMPLEMENTATION OF GENERALIZED CROSS CORRELATOR [J].
BOUCHER, RE ;
HASSAB, JC .
IEEE TRANSACTIONS ON ACOUSTICS SPEECH AND SIGNAL PROCESSING, 1981, 29 (03) :609-611
[4]   PARAMETER-ESTIMATION OF CHIRP SIGNALS [J].
DJURIC, PM ;
KAY, SM .
IEEE TRANSACTIONS ON ACOUSTICS SPEECH AND SIGNAL PROCESSING, 1990, 38 (12) :2118-2126
[5]   A computationally efficient technique for estimating the parameters of polynomial-phase signals from noisy observations [J].
Farquharson, M ;
O'Shea, P ;
Ledwich, G .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2005, 53 (08) :3337-3342
[6]   Detection and Estimation of LFMCW Radar Signals [J].
Geroleo, Francis G. ;
Brandt-Pearce, Maite .
IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 2012, 48 (01) :405-418
[7]   Frequency rate estimation at high SNR [J].
Handel, P ;
Tichavsky, P .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 1997, 45 (08) :2101-2105
[8]   Estimating the parameters of chirp signals: An iterative approach [J].
Ikram, MZ ;
Abed-Meraim, K ;
Hua, YB .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 1998, 46 (12) :3436-3441
[9]   Interpolation methods for time-delay estimation using cross-correlation method for blood velocity measurement [J].
Lai, XM ;
Torp, H .
IEEE TRANSACTIONS ON ULTRASONICS FERROELECTRICS AND FREQUENCY CONTROL, 1999, 46 (02) :277-290
[10]   Improved, Approximate, Time-Domain ML Estimators of Chirp Signal Parameters and Their Performance Analysis [J].
Li, Yan ;
Fu, Hua ;
Kam, Pooi Yuen .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2009, 57 (04) :1260-1272