A new method for Real-Time LWD data compression

被引:0
|
作者
Zhang, Yu [1 ]
Xiong, Ke [1 ]
Qiu, Zhengding [1 ]
Wang, Shenghui [1 ]
Sun, Dongmei [1 ]
机构
[1] Beijing Jiaotong Univ, Inst Informat Sci, Modern Signal Proc & Commun Grp, Beijing 100044, Peoples R China
关键词
logging while drilling; DPCM; logging data encode;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Logging while drilling (LWD) is an advanced drilling technology in oil/gas exploration and development, which was developed to increase drilling efficiency and decrease drilling cost. The real-time logging data transmission by the limited transmission bandwidth is a key technology in LWD. Compressing logging data by some algorithm is an evident method to enhance data transmission. This paper introduced a novel LWD data compression method on the basis of Differential Pulse Code Modulation (DPCM). Our algorithm can optimize compression parameters to improve the compression efficiency and adjust compression parameters for different application. Extensive experiments show that our method can give enough precise results with the compression ratio of 50% at least and our algorithm has the advantages of alterable compressing ratio, excellent decode quality and low algorithm complexity.
引用
收藏
页码:163 / 166
页数:4
相关论文
共 50 条
  • [41] Warped time lens in temporal imaging for optical real-time data compression
    Mohammad H.Asghari
    Bahram Jalali
    Chinese Science Bulletin, 2014, 59 (22) : 2649 - 2654
  • [42] A New Method of Real-time Detection of Changes in Periodic Data-stream
    Lyu, Chen
    Lu, Guoliang
    Cheng, Bin
    Zheng, Xiangwei
    NINTH INTERNATIONAL CONFERENCE ON DIGITAL IMAGE PROCESSING (ICDIP 2017), 2017, 10420
  • [43] A New Method for Quantitative Real-Time Polymerase Chain Reaction Data Analysis
    Rao, Xiayu
    Lai, Dejian
    Huang, Xuelin
    JOURNAL OF COMPUTATIONAL BIOLOGY, 2013, 20 (09) : 703 - 711
  • [44] An Auto Regression Compression Method for Industrial Real Time Data
    Pu, Tiecheng
    Bai, Jing
    26TH CHINESE CONTROL AND DECISION CONFERENCE (2014 CCDC), 2014, : 5129 - 5132
  • [45] Real-time two-dimensional wavelet compression and its application to real-time modeling of ion mobility data
    Chen, GX
    Harrington, PB
    ANALYTICA CHIMICA ACTA, 2003, 490 (1-2) : 59 - 69
  • [46] Study on the Real-Time Lossless Data Compression Method Used in the Readout System for Micropattern Gas Detector
    Shen, Zhongtao
    Wang, Shuwen
    Li, Cheng
    Feng, Changqing
    Liu, Shubin
    IEEE TRANSACTIONS ON NUCLEAR SCIENCE, 2019, 66 (08) : 2017 - 2021
  • [47] ISAAC: Intelligent Synchrophasor Data Real-Time Compression Framework for WAMS
    Ren, Wenyu
    Yardley, Timothy
    Nahrstedt, Klara
    2017 IEEE INTERNATIONAL CONFERENCE ON SMART GRID COMMUNICATIONS (SMARTGRIDCOMM), 2017, : 430 - 436
  • [48] Dynamic real-time data compression for remote monitor of construction machinery
    School of Mechanical Engineering, Shanghai Jiaotong University, Shanghai 200240, China
    Shanghai Jiaotong Daxue Xuebao, 2009, 6 (914-917): : 914 - 917
  • [49] An Efficient Data Compression Algorithm for Real-Time Monitoring Applications in Healthcare
    Latif, Jawwad
    Mehryar, Pouyan
    Hou, Lei
    Ali, Zulfiqur
    2020 5TH INTERNATIONAL CONFERENCE ON COMPUTER AND COMMUNICATION SYSTEMS (ICCCS 2020), 2020, : 71 - 75
  • [50] Lossless Satellite Data Compression for Real-Time Navigation of Autonomous Vehicles
    Soulier, Arnaud
    Puteaux, Pauline
    Comby, Frederic
    Puech, William
    IEEE MMSP 2021: 2021 IEEE 23RD INTERNATIONAL WORKSHOP ON MULTIMEDIA SIGNAL PROCESSING (MMSP), 2021,