Radar big data reduction using hardware and software solutions

Radars typically handle big data, and ways need to be developed to speed the data acquisition and processing. Here, we present methods to speed up step frequency continuous wave radar (SFCW) performance upon using multi-channels, compressive sensing algorithms, in addition to efficient OMP algorithms, and accelerated platforms for signal reconstruction based on FPGAs and GPUs.