It has to be aware that remote sensing images need to be encoded onboard using lossless compression method if all information of the image is required to be fully conserved for ground use. Also, to acquire as much onboard data as possible during one available pass of the satellite, it is necessary to consider efficiency of onboard data compression and transmission between satellite and ground segment. However, noise inevitably induced from CCD when the image is captured will affect efficiency of data compression and transmission. Therefore, main CCD noises and their effect on transmission of lossless-compressed Beijing-1 panchromatic images were investigated in this paper. It is proved that CCD noise should be considered adequately if requiring increasing lossless compression ratio and data transmission efficiency. It is further indicated that shot and readout noise modeled as Poisson noise and, thermal and dark-current noise modeled as Gaussian noise are principle factors for data transmission efficiency; impulse noise induced by CCD detector malfunctions has the least effect on data transmission efficiency. Finally, a FPGA-based model of noise suppression is proposed for future development of onboard data processing system.
scite is a Brooklyn-based organization that helps researchers better discover and understand research articles through Smart Citations–citations that display the context of the citation and describe whether the article provides supporting or contrasting evidence. scite is used by students and researchers from around the world and is funded in part by the National Science Foundation and the National Institute on Drug Abuse of the National Institutes of Health.