On-chip Data Compression Scheme for Lung EIT Signal Acquisition and Recovery

Boxiao Liu; Chun Huat Heng; Guoxing Wang; Yong Lian

doi:10.1109/ICDSP.2018.8631589

On-chip Data Compression Scheme for Lung EIT Signal Acquisition and Recovery

Boxiao Liu
, Chun Huat Heng
, Guoxing Wang
, Yong Lian

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

2 Scopus citations

Abstract

An on-chip data compression scheme, suitable for electrical impedance tomography signal acquisition and recovery is proposed. For typical 16 electrode lung electrical impedance tomography system, 13 channel high frequency signals are acquired and I/Q demodulated to different frequencies. Frequency division signals are summed up and sampled by only two delta sigma modulators with high resolution. Thus 84.6% reduction of ADC usage is achieved, and the output data is repacked with compression ratio of 9.75. After decimation, each I/Q signal is recovered with 10-bit resolution by applying Blackman window corrected fast Fourier transformation algorithm.

Original language	English
Title of host publication	2018 IEEE 23rd International Conference on Digital Signal Processing, DSP 2018
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9781538668115
DOIs	https://doi.org/10.1109/ICDSP.2018.8631589
State	Published - 2 Jul 2018
Externally published	Yes
Event	23rd IEEE International Conference on Digital Signal Processing, DSP 2018 - Shanghai, China Duration: 19 Nov 2018 → 21 Nov 2018

Publication series

Name	International Conference on Digital Signal Processing, DSP
Volume	2018-November

Conference

Conference	23rd IEEE International Conference on Digital Signal Processing, DSP 2018
Country/Territory	China
City	Shanghai
Period	19/11/18 → 21/11/18

Keywords

Blackman window
Electrical impedance tomography
fast Fourier transformation
frequency division
on-chip data compression

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10.1109/ICDSP.2018.8631589

Cite this

Liu, B., Heng, C. H., Wang, G., & Lian, Y. (2018). On-chip Data Compression Scheme for Lung EIT Signal Acquisition and Recovery. In 2018 IEEE 23rd International Conference on Digital Signal Processing, DSP 2018 Article 8631589 (International Conference on Digital Signal Processing, DSP; Vol. 2018-November). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICDSP.2018.8631589

@inproceedings{64344e49c1714b7e9663e4923b413449,

title = "On-chip Data Compression Scheme for Lung EIT Signal Acquisition and Recovery",

abstract = "An on-chip data compression scheme, suitable for electrical impedance tomography signal acquisition and recovery is proposed. For typical 16 electrode lung electrical impedance tomography system, 13 channel high frequency signals are acquired and I/Q demodulated to different frequencies. Frequency division signals are summed up and sampled by only two delta sigma modulators with high resolution. Thus 84.6\% reduction of ADC usage is achieved, and the output data is repacked with compression ratio of 9.75. After decimation, each I/Q signal is recovered with 10-bit resolution by applying Blackman window corrected fast Fourier transformation algorithm.",

keywords = "Blackman window, Electrical impedance tomography, fast Fourier transformation, frequency division, on-chip data compression",

author = "Boxiao Liu and Heng, \{Chun Huat\} and Guoxing Wang and Yong Lian",

note = "Publisher Copyright: {\textcopyright} 2018 IEEE.; 23rd IEEE International Conference on Digital Signal Processing, DSP 2018 ; Conference date: 19-11-2018 Through 21-11-2018",

year = "2018",

month = jul,

day = "2",

doi = "10.1109/ICDSP.2018.8631589",

language = "英语",

series = "International Conference on Digital Signal Processing, DSP",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

booktitle = "2018 IEEE 23rd International Conference on Digital Signal Processing, DSP 2018",

address = "美国",

}

Liu, B, Heng, CH, Wang, G & Lian, Y 2018, On-chip Data Compression Scheme for Lung EIT Signal Acquisition and Recovery. in 2018 IEEE 23rd International Conference on Digital Signal Processing, DSP 2018., 8631589, International Conference on Digital Signal Processing, DSP, vol. 2018-November, Institute of Electrical and Electronics Engineers Inc., 23rd IEEE International Conference on Digital Signal Processing, DSP 2018, Shanghai, China, 19/11/18. https://doi.org/10.1109/ICDSP.2018.8631589

On-chip Data Compression Scheme for Lung EIT Signal Acquisition and Recovery. / Liu, Boxiao; Heng, Chun Huat; Wang, Guoxing et al.
2018 IEEE 23rd International Conference on Digital Signal Processing, DSP 2018. Institute of Electrical and Electronics Engineers Inc., 2018. 8631589 (International Conference on Digital Signal Processing, DSP; Vol. 2018-November).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - On-chip Data Compression Scheme for Lung EIT Signal Acquisition and Recovery

AU - Liu, Boxiao

AU - Heng, Chun Huat

AU - Wang, Guoxing

AU - Lian, Yong

PY - 2018/7/2

Y1 - 2018/7/2

N2 - An on-chip data compression scheme, suitable for electrical impedance tomography signal acquisition and recovery is proposed. For typical 16 electrode lung electrical impedance tomography system, 13 channel high frequency signals are acquired and I/Q demodulated to different frequencies. Frequency division signals are summed up and sampled by only two delta sigma modulators with high resolution. Thus 84.6% reduction of ADC usage is achieved, and the output data is repacked with compression ratio of 9.75. After decimation, each I/Q signal is recovered with 10-bit resolution by applying Blackman window corrected fast Fourier transformation algorithm.

AB - An on-chip data compression scheme, suitable for electrical impedance tomography signal acquisition and recovery is proposed. For typical 16 electrode lung electrical impedance tomography system, 13 channel high frequency signals are acquired and I/Q demodulated to different frequencies. Frequency division signals are summed up and sampled by only two delta sigma modulators with high resolution. Thus 84.6% reduction of ADC usage is achieved, and the output data is repacked with compression ratio of 9.75. After decimation, each I/Q signal is recovered with 10-bit resolution by applying Blackman window corrected fast Fourier transformation algorithm.

KW - Blackman window

KW - Electrical impedance tomography

KW - fast Fourier transformation

KW - frequency division

KW - on-chip data compression

UR - https://www.scopus.com/pages/publications/85062778970

U2 - 10.1109/ICDSP.2018.8631589

DO - 10.1109/ICDSP.2018.8631589

M3 - 会议稿件

AN - SCOPUS:85062778970

T3 - International Conference on Digital Signal Processing, DSP

BT - 2018 IEEE 23rd International Conference on Digital Signal Processing, DSP 2018

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 23rd IEEE International Conference on Digital Signal Processing, DSP 2018

Y2 - 19 November 2018 through 21 November 2018

ER -

On-chip Data Compression Scheme for Lung EIT Signal Acquisition and Recovery

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Keywords

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