THE ELEVENTH IEEE SENSOR ARRAY AND MULTICHANNEL SIGNAL PROCESSING WORKSHOP (IEEE SAM2020)

68 / 2019-12-12 06:58:00

Range-Doppler Imaging via One-Bit PMCW Radar

range-Doppler imaging; One-bit sampling; PMCW radar

IEEE SAM 2020: Special Sessions > Advanced Techniques in Radar Detection, Localization, and Electronic Counter-Measures

We consider the problem of range-Doppler imaging of one-bit phase-modulated continuous-wave (PMCW) radar, which utilizes one-bit sampling with time-varying thresholds at the receiver. We formulate the range-Doppler estimation problem
as a sparse signal recovery problem and adopt the majorization-minimization (MM) approach to solve it efficiently. We use log-sum penalty to obtain the sparse solution and derive the detailed updating formula for each MM iteration. Numerical examples are provided to demonstrate the effectiveness of the proposed
range-Doppler estimation algorithm for one-bit PMCW radar.