Randomized Switched Antenna Array FMCW Radar for Automotive Applications

Frequency-modulated continuous-wave (FMCW) methods and switched antenna arrays (SAAs) are very attractive for application in automotive radar because of their low hardware complexity. In traditional SAA radar, the receiving antenna array elements are successively switched according to their natural spatial order [referred to as sequential SAAs (SSAAs)]. For radars using both SSAA and FMCW methods, the phase difference caused by the target azimuth and time delay will be difficult to distinguish, thus resulting in delay-space coupling, which may lead to degradation of the road target observation. In this paper, randomized SAA (RSAA) FMCW radar is proposed. The new radar scheme has high delay/space resolution for target location detection and character extraction, and can also solve the coupling problem. The signal model of RSAA FMCW radar is derived and compared with that of SSAA radar. The influence of the antenna-array switching mode on the radar performance is also analyzed. A conventional zero-padding algorithm and a new clustering FOCUSS algorithm are both introduced for the signal processing of the new radar scheme. The numerical results illustrate the performance of RSAA FMCW radar in high-resolution target imaging and delay-space decoupling.

[1]  S. Kay Fundamentals of statistical signal processing: estimation theory , 1993 .

[2]  Lee C. Potter,et al.  Civilian vehicle radar data domes , 2010, Defense + Commercial Sensing.

[3]  V. Winkler,et al.  Range Doppler detection for automotive FMCW radars , 2007, 2007 European Radar Conference.

[4]  M. Simeoni,et al.  Radiation properties of non-uniform array antennas , 2012, 2012 42nd European Microwave Conference.

[5]  Harry L. Van Trees,et al.  Optimum Array Processing: Part IV of Detection, Estimation, and Modulation Theory , 2002 .

[6]  Gang Li,et al.  Random switch antenna array FMCW radar and its signal processing method , 2012, 2012 IEEE 7th Sensor Array and Multichannel Signal Processing Workshop (SAM).

[7]  J. Capon High-resolution frequency-wavenumber spectrum analysis , 1969 .

[8]  Leo P. Ligthart,et al.  Signal Processing for FMCW SAR , 2007, IEEE Transactions on Geoscience and Remote Sensing.

[9]  Robert Schneider,et al.  Radar image acquisition and interpretation for automotive applications , 2003, IEEE IV2003 Intelligent Vehicles Symposium. Proceedings (Cat. No.03TH8683).

[10]  L.P. Ligthart,et al.  Design considerations in sparse array antennas , 2006, 2006 European Radar Conference.

[11]  Sune R. J. Axelsson,et al.  Analysis of Random Step Frequency Radar and Comparison With Experiments , 2007, IEEE Transactions on Geoscience and Remote Sensing.

[12]  Gang Li,et al.  Improved FOCUSS method for reconstruction of cluster structured sparse signals in radar imaging , 2012, Science China Information Sciences.

[13]  Gitta Kutyniok,et al.  1 . 2 Sparsity : A Reasonable Assumption ? , 2012 .

[14]  K.M. Strohm,et al.  KOKON - automotive high frequency technology at 77/79 GHz , 2007, 2007 European Microwave Conference.

[15]  Qun Zhang,et al.  Aspects of Radar Imaging Using Frequency-Stepped Chirp Signals , 2006, EURASIP J. Adv. Signal Process..

[16]  A. W. Rihaczek Principles of high-resolution radar , 1969 .

[17]  W. Menzel,et al.  Millimeter-Wave-Radar Sensor Based on a Transceiver Array for Automotive Applications , 2008, IEEE Transactions on Microwave Theory and Techniques.

[18]  Yonina C. Eldar,et al.  Exploiting Statistical Dependencies in Sparse Representations for Signal Recovery , 2010, IEEE Transactions on Signal Processing.

[19]  Huadong Meng,et al.  Direct data domain STAP using sparse representation of clutter spectrum , 2010, Signal Process..

[20]  Jinkuan Wang,et al.  Spatial Differencing Method for DOA Estimation Under the Coexistence of Both Uncorrelated and Coherent Signals , 2012, IEEE Transactions on Antennas and Propagation.

[21]  S. Bertl,et al.  Switching scheme for a FMCW-MIMO radar on a moving platform , 2012, 2012 9th European Radar Conference.

[22]  Mark A. Richards,et al.  Fundamentals of Radar Signal Processing , 2005 .

[23]  Chieh-Fu Chang,et al.  Frequency-coded waveforms for enhanced delay-Doppler resolution , 2003, IEEE Trans. Inf. Theory.

[24]  D. Russell The waveguide below-cutoff attenuation standard , 1997, 1997 IEEE MTT-S International Microwave Symposium Digest.

[25]  Huadong Meng,et al.  Range-velocity estimation of multiple targets in randomised stepped-frequency radar , 2008 .

[26]  Stan Z. Li Markov Random Field Modeling in Image Analysis , 2009, Advances in Pattern Recognition.

[27]  Klaus I. Pedersen,et al.  Channel parameter estimation in mobile radio environments using the SAGE algorithm , 1999, IEEE J. Sel. Areas Commun..

[28]  P Rocca Large Array Thinning by Means of Deterministic Binary Sequences , 2011, IEEE Antennas and Wireless Propagation Letters.

[29]  J. Doob Stochastic processes , 1953 .

[30]  A. Massa,et al.  Microwave Imaging Within the First-Order Born Approximation by Means of the Contrast-Field Bayesian Compressive Sensing , 2012, IEEE Transactions on Antennas and Propagation.

[31]  Bhaskar D. Rao,et al.  Subset selection in noise based on diversity measure minimization , 2003, IEEE Trans. Signal Process..

[32]  Paco López-Dekker,et al.  A Novel Strategy for Radar Imaging Based on Compressive Sensing , 2010, IEEE Transactions on Geoscience and Remote Sensing.

[33]  W. Keizer Large Planar Array Thinning Using Iterative FFT Techniques , 2009, IEEE Transactions on Antennas and Propagation.

[34]  Adriano Meta Signal processing of FMCW Synthetic Aperture Radar data , 2006 .

[35]  L. Giubbolini A multistatic microwave radar sensor for short range anticollision warning , 2000, IEEE Trans. Veh. Technol..

[36]  S. Tokoro,et al.  Automotive electronically scanned millimeter-wave radar , 2003, SICE 2003 Annual Conference (IEEE Cat. No.03TH8734).

[37]  Vladimir Katkovnik,et al.  System modeling and signal processing for a switch antenna array radar , 2004, IEEE Transactions on Signal Processing.

[38]  A. Stelzer,et al.  Motion compensation and efficient array design for TDMA FMCW MIMO radar systems , 2012, 2012 6th European Conference on Antennas and Propagation (EUCAP).

[39]  R. A. Campbell,et al.  Millimeter wave radar sensor for automotive intelligent cruise control (ICC) , 1997, IMS 1997.

[40]  Bin Yang,et al.  Colocated MIMO radar: Cramer-Rao bound and optimal time division multiplexing for DOA estimation of moving targets , 2013, 2013 IEEE International Conference on Acoustics, Speech and Signal Processing.

[41]  Steven Kay,et al.  Fundamentals Of Statistical Signal Processing , 2001 .

[42]  Yong-Hoon Kim,et al.  Design and Performance of a 24-GHz Switch-Antenna Array FMCW Radar System for Automotive Applications , 2010, IEEE Transactions on Vehicular Technology.

[43]  Andrew Gerald Stove,et al.  Linear FMCW radar techniques , 1992 .