TY - JOUR
T1 - Dual Link Image Coding for Earth Observation Satellites
AU - Aulí-Llinàs, Francesc
AU - Marcellin, Michael W.
AU - Sanchez, Victor
AU - Bartrina-Rapesta, Joan
AU - Hernández-Cabronero, Miguel
PY - 2018/9/1
Y1 - 2018/9/1
N2 - © 2018 IEEE. The conventional strategy to download images captured by satellites is to compress the data on board and then transmit them via the downlink. It often happens that the capacity of the downlink is too small to accommodate all the acquired data, so the images are trimmed and/or transmitted through lossy regimes. This paper introduces a coding system that increases the amount and quality of the downloaded imaging data. The main insight of this paper is to use both the uplink and the downlink to code the images. The uplink is employed to send reference information to the satellite so that the onboard coding system can achieve higher efficiency. This reference information is computed on the ground, possibly employing extensive data and computational resources. The proposed system is called dual link image coding. As it is devised in this paper, it is suitable for Earth observation satellites with polar orbits. Experimental results obtained for data sets acquired by the Landsat 8 satellite indicate significant coding gains with respect to conventional methods.
AB - © 2018 IEEE. The conventional strategy to download images captured by satellites is to compress the data on board and then transmit them via the downlink. It often happens that the capacity of the downlink is too small to accommodate all the acquired data, so the images are trimmed and/or transmitted through lossy regimes. This paper introduces a coding system that increases the amount and quality of the downloaded imaging data. The main insight of this paper is to use both the uplink and the downlink to code the images. The uplink is employed to send reference information to the satellite so that the onboard coding system can achieve higher efficiency. This reference information is computed on the ground, possibly employing extensive data and computational resources. The proposed system is called dual link image coding. As it is devised in this paper, it is suitable for Earth observation satellites with polar orbits. Experimental results obtained for data sets acquired by the Landsat 8 satellite indicate significant coding gains with respect to conventional methods.
KW - Dual link image coding
KW - JPEG2000
KW - satellite data transmission
UR - http://www.scopus.com/inward/record.url?scp=85043396756&partnerID=8YFLogxK
U2 - 10.1109/TGRS.2018.2806082
DO - 10.1109/TGRS.2018.2806082
M3 - Article
SN - 0196-2892
VL - 56
SP - 5083
EP - 5096
JO - IEEE Transactions on Geoscience and Remote Sensing
JF - IEEE Transactions on Geoscience and Remote Sensing
IS - 9
M1 - 8307760
ER -