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Table 4 Processing times required for implementing the conventional DEDR and the developed POCS-regularized (SW/HW codesign-based) unified DEDR-POCS techniques (RSF and RASF).

From: Experiment Design Regularization-Based Hardware/Software Codesign for Real-Time Enhanced Imaging in Uncertain Remote Sensing Environment

Implementation method

Processing time [seconds]

 

RSF (per iteration)

RASF (per iteration)

Hypothetical Full-Format Implementation(Evaluated PC-Oriented Implementation)

5171.6

5655

Factorized Fixed-Point POCS-Regularized Implementation (PC-Oriented)

19.70

20.05

Previous HW/SW codesign-based implementation [10] (without systolic arrays)

7.82

7.985

Proposed HW/SW codesign-based implementation (with systolic arrays)

2.51

2.56

  1. Note – Processing times may vary depending on the processor type, CPU memory and the software used.