A 13.3 gbps 9/7m discrete wavelet transform for ccsds 122.0-b-1 image data compression on a space-grade sram fpga

7Citations
Citations of this article
16Readers
Mendeley users who have this article in their library.

Abstract

Remote sensing is recognized as a cornerstone monitoring technology. The latest high-resolution and high-speed spaceborne imagers provide an explosive growth in data volume and instrument data rates in the range of several Gbps. This competes with the limited on-board storage resources and downlink bandwidth, making image data compression a mission-critical on-board processing task. The Consultative Committee for Space Data Systems (CCSDS) Image Data Compression (IDC) standard CCSDS-122.0-B-1 is a transform-based 2D image compression algorithm designed specifically for use on-board a space platform. In this paper, we introduce a high-performance architecture for a key-part of the CCSDS-IDC algorithm, the 9/7M Integer Discrete Wavelet Transform (DWT). The proposed parallel architecture achieves 2 samples/cycle while the very deep pipeline enables very high clock frequencies. Moreover, it exploits elastic pipeline principles to provide modularity, latency insensitivity and distributed control. The implementation of the proposed architecture on a Xilinx Kintex Ultrascale XQRKU060 space-grade SRAM FPGA achieves state-of-the-art throughput performance of 831 MSamples/s (13.3 Gbps @ 16bpp) allowing seamless integration with next-generation high-speed imagers and on-board data handling networking technology. To the best of our knowledge, this is the fastest implementation of the 9/7M Integer DWT on a space-grade FPGA, outperforming previous implementations.

References Powered by Scopus

Reversible integer-to-integer wavelet transforms for image compression: performance evaluation and analysis

376Citations
N/AReaders
Get full text

Reconfigurable architecture for real-time image compression on-board satellites

6Citations
N/AReaders
Get full text

High-throughput FPGA implementation of the CCSDS 122.0-B-1 compression standard

5Citations
N/AReaders
Get full text

Cited by Powered by Scopus

Remote Sensing Image Compression Based on High-Frequency and Low-Frequency Components

16Citations
N/AReaders
Get full text

Remote Sensing Image Compression Based on the Multiple Prior Information

14Citations
N/AReaders
Get full text

Efficient compression algorithm using learning networks for remote sensing images

12Citations
N/AReaders
Get full text

Register to see more suggestions

Mendeley helps you to discover research relevant for your work.

Already have an account?

Cite

CITATION STYLE

APA

Machairas, E., & Kranitis, N. (2020). A 13.3 gbps 9/7m discrete wavelet transform for ccsds 122.0-b-1 image data compression on a space-grade sram fpga. Electronics (Switzerland), 9(8), 1–13. https://doi.org/10.3390/electronics9081234

Readers' Discipline

Tooltip

Engineering 2

67%

Arts and Humanities 1

33%

Save time finding and organizing research with Mendeley

Sign up for free