Transmitting images from earth observation satellites to ground is a major challenge, and a compression/encryption stage is actually mandatory. Development of hardware accelerators is highly recommended, both to relieve the software from such demanding task, and to improve performance, aiming at quasi-real-time data processing. To this end, we discuss the design, development, deployment and test of a FPGA-based accelerator, featuring a lossless and lossy (near-lossless) compression, including the data encryption too. Its architecture is well suited for different image types, including single- and multi-band optical and SAR images and can be fully run-time configurable. Measured performance showed a throughput of 10 Msamples/s, in agreement with related state-of-the-art works, focused on lossless compression only.
High-Level Synthesis of a Single/Multi-Band Optical and SAR Image Compression and Encryption Hardware Accelerator / Ros, Paolo Motto; Caon, Michele; Bianchi, Tiziano; Martina, Maurizio; Magli, Enrico. - ELETTRONICO. - (2021), pp. 7835-7838. (Intervento presentato al convegno 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS tenutosi a Brussels, Belgium nel 11-16 July 2021) [10.1109/IGARSS47720.2021.9553765].
High-Level Synthesis of a Single/Multi-Band Optical and SAR Image Compression and Encryption Hardware Accelerator
Ros, Paolo Motto;Caon, Michele;Bianchi, Tiziano;Martina, Maurizio;Magli, Enrico
2021
Abstract
Transmitting images from earth observation satellites to ground is a major challenge, and a compression/encryption stage is actually mandatory. Development of hardware accelerators is highly recommended, both to relieve the software from such demanding task, and to improve performance, aiming at quasi-real-time data processing. To this end, we discuss the design, development, deployment and test of a FPGA-based accelerator, featuring a lossless and lossy (near-lossless) compression, including the data encryption too. Its architecture is well suited for different image types, including single- and multi-band optical and SAR images and can be fully run-time configurable. Measured performance showed a throughput of 10 Msamples/s, in agreement with related state-of-the-art works, focused on lossless compression only.File | Dimensione | Formato | |
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https://hdl.handle.net/11583/2933980