J4 ›› 2018, Vol. 35 ›› Issue (2): 216-224.

• Basic Optics • Previous Articles     Next Articles

Millimeter wave radar ranging algorithm based on cross-correlation function

  

  1. 1 School of Computer and Communication, Lanzhou University of Technology, Lanzhou 730050, China; 2 Gansu Manufacturing Informatization Engineering Research Center, Lanzhou 730050, China; 3 College of Electrical and Information Engineering, Lanzhou University of Technology, Lanzhou 730050, China
  • Received:2017-01-16 Revised:2017-02-16 Published:2018-03-28 Online:2018-03-30

Abstract: The classical linear frequency modulation continuous wave(LFMCW) radar ranging method adopts FFT transform to carried out signal processing. Calculation amount increases significantly with the sampling point increasing, which makes the real-time of ranging system not so ideal. To solve this problem, the cross-correlation function ranging method is introduced. Using the characteristics that LFMCW radar signal frequency change is triangular and the echo delay is less than one cycle, the distance can be measured with only one cycle of cross-correlation operation. Combined with the measured value of the cross-correlation function ranging method, FFT transform is used for the partial sampling points of sampling information, and more accurate distance information can be measured quickly and efficiently. The simulation results of MATLAB show that the average ranging measurement error combing with cross-correlation function is reduced by 1.434 m and the average operation time is reduced by 0.5 s, which improves the real-time performance and accuracy of the ranging system.

Key words: linear frequency modulation continuous wave radar ranging;fast Fourier transform; cross-correlation function;real-time performance

CLC Number: