메뉴 건너뛰기




Volumn 2015-July, Issue , 2015, Pages 303-312

IoT Data Compression: Sensor-Agnostic Approach

Author keywords

compression; information; IoT; loss; outlier; sensor

Indexed keywords

COMPACTION; COST EFFECTIVENESS; DATA COMPRESSION; DIGITAL STORAGE; ENERGY EFFICIENCY; INFORMATION THEORY; LARGE DATASET; LOSSES; SENSORS;

EID: 84938910516     PISSN: 10680314     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/DCC.2015.66     Document Type: Conference Paper
Times cited : (59)

References (17)
  • 1
    • 84884798265 scopus 로고    scopus 로고
    • An evaluation of model-based approaches to sensor data compression
    • N. Hung, H. Jeung, and K. Aberer, "An evaluation of model-based approaches to sensor data compression," IEEE Trans. on Knowl. and Data Eng., pp. 2434-2447, 2013.
    • (2013) IEEE Trans. on Knowl. and Data Eng. , pp. 2434-2447
    • Hung, N.1    Jeung, H.2    Aberer, K.3
  • 2
    • 79955746919 scopus 로고    scopus 로고
    • Distributed scalar quantization for computing: High-resolution analysis and extensions
    • Aug.
    • V. Misra, V. K Goyal, and L. R. Varshney, "Distributed scalar quantization for computing: High-resolution analysis and extensions," IEEE Trans. Inf. Theory, vol. 57, pp. 5298-5325, Aug. 2011.
    • (2011) IEEE Trans. Inf. Theory , vol.57 , pp. 5298-5325
    • Misra, V.1    Goyal, V.K.2    Varshney, L.R.3
  • 3
    • 84938907158 scopus 로고    scopus 로고
    • Algorithm for compressing time-series data
    • June
    • S. E. Hawkins III, and E. H. Darlington, "Algorithm for compressing time-series data," NASA Tech Briefs, pp. 7-8, June 2012.
    • (2012) NASA Tech Briefs , pp. 7-8
    • Hawkins, S.E.1    Darlington, E.H.2
  • 4
    • 51849087224 scopus 로고    scopus 로고
    • Detecting and disposing abnormal signal outliers with masking effect by using data accumulated generating operation
    • J. Wang. et al. " Detecting and disposing abnormal signal outliers with masking effect by using data accumulated generating operation" IEEE CISP, pp. 426-430, 2008.
    • (2008) IEEE CISP , pp. 426-430
    • Wang, J.1
  • 5
    • 84938923931 scopus 로고    scopus 로고
    • Sensitivity Inspector: Detecting privacy in smart energy applications
    • A. Ukil, S. Bandyopadhyay, and A. Pal, "Sensitivity Inspector: Detecting privacy in smart energy applications, " IEEE ISCC, 2014.
    • (2014) IEEE ISCC
    • Ukil, A.1    Bandyopadhyay, S.2    Pal, A.3
  • 6
    • 84904505652 scopus 로고    scopus 로고
    • General foundations for studying masking and swamping robustness of outlier identifiers
    • August
    • R. Serfling, and S. Wang, "General foundations for studying masking and swamping robustness of outlier identifiers," Elsevier Statistical Methodology, August 2013.
    • (2013) Elsevier Statistical Methodology
    • Serfling, R.1    Wang, S.2
  • 9
    • 0020750980 scopus 로고
    • Percentage points for a generalized ESD many-outlier procedure
    • B.Rosner, "Percentage points for a generalized ESD many-outlier procedure," Technometrics, vol. 25, issue. 2, pp. 165-172, 1983.
    • (1983) Technometrics , vol.25 , Issue.2 , pp. 165-172
    • Rosner, B.1
  • 10
    • 84904480169 scopus 로고    scopus 로고
    • IoT privacy: To be private or not to be private
    • A. Ukil, S. Bandyopadhyay, and A. Pal, "IoT privacy: To be private or not to be private," IEEE INFOCOM, 2014.
    • (2014) IEEE INFOCOM
    • Ukil, A.1    Bandyopadhyay, S.2    Pal, A.3
  • 11
    • 84890458519 scopus 로고    scopus 로고
    • Compressed sensing under matrix uncertainty: Optimum thresholds and robust approximate message passing
    • 26-31 May
    • F. Krzakala, M. Mezard, and L. Zdeborova, "Compressed sensing under matrix uncertainty: optimum thresholds and robust approximate message passing," IEEE ICASSP, pp. 5519-5523, 26-31 May, 2013.
    • (2013) IEEE ICASSP , pp. 5519-5523
    • Krzakala, F.1    Mezard, M.2    Zdeborova, L.3
  • 12
    • 84938923505 scopus 로고    scopus 로고
    • Gait based people identification system using multiple switching kinects
    • December 8-10
    • R. Banerjee, A. Sinha and K. Chakravarty, "Gait based people identification system using multiple switching kinects," ISDA, December 8-10, 2013.
    • (2013) ISDA
    • Banerjee, R.1    Sinha, A.2    Chakravarty, K.3
  • 13
    • 84859083031 scopus 로고    scopus 로고
    • REDD: A public data set for energy disaggregation research
    • Z. Kolter, and M.J. Johnson, "REDD: A public data set for energy disaggregation research," ACM SustKDD, 2011.
    • (2011) ACM SustKDD
    • Kolter, Z.1    Johnson, M.J.2
  • 14
    • 84893535305 scopus 로고    scopus 로고
    • BLUED: A fully labeled public dataset for event-based nonintrusive load monitoring research
    • K. Anderson, et al. "BLUED: A fully labeled public dataset for event-based nonintrusive load monitoring research," ACM SustKDD, 2012.
    • (2012) ACM SustKDD
    • Anderson, K.1
  • 15
    • 0034953193 scopus 로고    scopus 로고
    • The impact of the MIT-BIH Arrhythmia Database
    • G.B. Moody, R.G. Mark, "The impact of the MIT-BIH Arrhythmia Database," IEEE Engg in Med and Biol., vol. 20, issue. 3, pp. 45-50, 2001.
    • (2001) IEEE Engg in Med and Biol , vol.20 , Issue.3 , pp. 45-50
    • Moody, G.B.1    Mark, R.G.2
  • 16
    • 38149091031 scopus 로고    scopus 로고
    • ECG anomaly detection via time series analysis
    • F.C. Chuah, and F. Fu, "ECG anomaly detection via time series analysis," ACM ISPA, pp. 123-135, 2007.
    • (2007) ACM ISPA , pp. 123-135
    • Chuah, F.C.1    Fu, F.2
  • 17
    • 84872717364 scopus 로고    scopus 로고
    • R peak detection in electrocardiogram signal based on an optimal combination of wavelet transform, Hilbert transform, and adaptive thresholding
    • H. Rabbani, M.P. Mahjoob, E. Farahabadi, and A. Farahabadi, "R peak detection in electrocardiogram signal based on an optimal combination of wavelet transform, Hilbert transform, and adaptive thresholding," Journal of Medical Signals and Sensors, pp. 91-98, 2011.
    • (2011) Journal of Medical Signals and Sensors , pp. 91-98
    • Rabbani, H.1    Mahjoob, M.P.2    Farahabadi, E.3    Farahabadi, A.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.