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A Real-Time SDR-Based Vehicular Scatterometer with Multi-Subband Coherent Synthesis
Shijie Yang1,2, Wei Guo1, Caiyun Wang1
1The CAS Key Laboratory of Microwave and Remote Sensing Technology, National Space Science Center, Chinese Academy of Sciences, Beijing 100190, China.
This study introduces a new vehicular scatterometer using software-defined radio (SDR) to achieve wideband microwave backscattering measurements. The system enables real-time, high-resolution soil moisture and vegetation monitoring with onboard processing.
Area of Science:
- Remote Sensing
- Microwave Engineering
- Signal Processing
Background:
- Ground-based scatterometers are crucial for soil moisture and vegetation monitoring.
- Limited bandwidth of low-cost software-defined radio (SDR) transceivers hinders fine range resolution and real-time processing.
Purpose of the Study:
- To develop a vehicular, fully polarimetric, SDR-based scatterometer with equivalent wideband capabilities for real-time onboard processing.
- To overcome the bandwidth limitations of SDRs for quantitative backscattering measurements.
Main Methods:
- Sequential transmission of narrow subbands, coherently synthesized onboard to achieve equivalent wideband response.
- Frequency-domain synthesis-pulse-compression pipeline for real-time processing on FPGA/SoC platforms.
- Online phase calibration and coherent accumulation to enhance SNR and maintain signal integrity.
Main Results:
- Demonstrated deterministic onboard range-profile output with a minimum latency of 1.57 ms per frame.
- Validated equivalent 200 MHz bandwidth, achieving 0.75 m resolution with good sidelobe performance (PSLR -27.43 dB, ISLR -12.38 dB).
- Field scans showed consistent backscattering coefficient (σ0) trends, confirming reliable quantitative measurements.
Conclusions:
- The proposed method offers a feasible solution for real-time equivalent wideband scatterometry on low-cost SDR platforms.
- Enables enhanced soil moisture retrieval, vegetation monitoring, and satellite validation with improved resolution and processing capabilities.
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