Big Data on Ice: The Forward Observer System for In-Flight Synthetic Aperture Radar Processing

被引:0
|
作者
Knepper, Richard [1 ]
Standish, Matthew [1 ]
Link, Matthew [1 ]
机构
[1] Indiana Univ Bloomington, Indiana, PA USA
来源
INTERNATIONAL CONFERENCE ON COMPUTATIONAL SCIENCE, ICCS 2015 COMPUTATIONAL SCIENCE AT THE GATES OF NATURE | 2015年 / 51卷
关键词
Big Data; Network Filesystems; Synthetic Aperture Radar; Ice Sheet Data;
D O I
10.1016/j.procs.2015.05.340
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
We introduce the Forward Observer system, which is designed to provide data assurance in field data acquisition while receiving significant amounts (several terabytes per flight) of Synthetic Aperture Radar data during flights over the polar regions, which provide unique requirements for developing data collection and processing systems. Under polar conditions in the field and given the difficulty and expense of collecting data, data retention is absolutely critical. Our system provides a storage and analysis cluster with software that connects to field instruments via standard protocols, replicates data to multiple stores automatically as soon as it is written, and provides pre-processing of data so that initial visualizations are available immediately after collection, where they can provide feedback to researchers in the aircraft during the flight.
引用
收藏
页码:1504 / 1513
页数:10
相关论文
共 50 条
  • [1] Forward Observer system for radar data workflows: Big data management in the field
    Knepper, Richard
    Standish, Matthew
    FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2017, 76 : 92 - 97
  • [2] Bistatic synthetic aperture radar data processing
    Rodriguez-Cassola, M., 1600, Deutschen Forschungsanstalt fur Luft-und Raumfahrt
  • [3] PROCESSING OF SYNTHETIC APERTURE RADAR DATA WITH GPGPU
    Clemente, Carmine
    di Bisceglie, Maurizio
    Di Santo, Michele
    Ranaldo, Nadia
    Spinelli, Marcello
    SIPS: 2009 IEEE WORKSHOP ON SIGNAL PROCESSING SYSTEMS, 2009, : 309 - 314
  • [4] Focused synthetic aperture radar processing of ice-sounder data collected over the Greenland ice sheet
    Legarsky, JL
    Gogineni, SP
    Akins, TL
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2001, 39 (10): : 2109 - 2117
  • [5] DATA PROCESSING ASPECTS OF SYNTHETIC APERTURE RADAR.
    Schotter, Roland
    1600, (20):
  • [6] DATA-PROCESSING ASPECTS OF SYNTHETIC APERTURE RADAR
    SCHOTTER, R
    JOURNAL OF PHYSICS E-SCIENTIFIC INSTRUMENTS, 1987, 20 (07): : 829 - 834
  • [7] AN INVERSE METHOD FOR THE PROCESSING OF SYNTHETIC APERTURE RADAR DATA
    HELLSTEN, H
    ANDERSSON, LE
    INVERSE PROBLEMS, 1987, 3 (01) : 111 - 124
  • [8] OPTICAL PROCESSING OF SYNTHETIC-APERTURE RADAR DATA
    PORCELLO, LJ
    JOURNAL OF THE OPTICAL SOCIETY OF AMERICA, 1973, 63 (10) : 1303 - 1303
  • [9] DIGITAL PROCESSING OF SYNTHETIC APERTURE RADAR DATA.
    Hamano, Nobuo
    Komura, Fuminobu
    Kubo, Yutaka
    Hitachi Review, 1984, 33 (03): : 161 - 166
  • [10] Synthetic Aperture Radar Data Processing on an FPGA Multi-core System
    Schleuniger, Pascal
    Kusk, Anders
    Dall, Jorgen
    Karlsson, Sven
    ARCHITECTURE OF COMPUTING SYSTEMS - ARCS 2013, 2013, 7767 : 74 - 85