Anomaly detection in big data from UWB radars

Security and Communication Networks

Volumn 8, Issue 14, 2015, Pages 2469-2475

  Wang, Wei ^a   Zhou, Xin ^a   Zhang, Baoju ^a   Mu, Jiasong ^a  

^a TIANJIN NORMAL UNIVERSITY   (China)

Author keywords

Anomaly detection; Big data; UWB radar; Wavelet packet transform statistical process control

Indexed keywords

RADAR; STATISTICAL PROCESS CONTROL; ULTRA-WIDEBAND (UWB); WAVELET ANALYSIS; WAVELET TRANSFORMS;

ANOMALY DETECTION; HUMAN DETECTION; HUMAN MODEL; RADAR ECHO SIGNALS; THROUGH WALLS; ULTRA WIDEBAND RADARS; UWB RADARS; WAVELET PACKET TRANSFORMS;

BIG DATA;

EID: 84939454300     PISSN: 19390114     EISSN: 19390122     Source Type: Journal    
DOI: 10.1002/sec.745     Document Type: Article

References (20)

1. Chandola V, Banerjee A, Kumar V. Anomaly detection: a survey. Journal ACM Computing Surveys 2009; 41(3): 7: Article 15.
2. Liang Q. Radar sensor wireless channel modeling in foliage environment: UWB versus narrowband. IEEE Sensors Journal 2011; 11(6):1448-1457.
3. Liang J, Liang Q. Outdoor propagation channel modeling in foliage environment. IEEE Trans on Vehicular Technology 2010; 59(3):2243-2252.
4. Liang Q. Biologically-inspired target recognition in radar sensor networks. EURASIP Journal on Wireless Communications and Networking, vol. 2010: Paper ID: 523435.
5. Liang Q, Cheng X, Samn S. NEW: network-enabled electronic warfare for target recognition. IEEE Trans on Aerospace and Electronic Systems 2010; 46(2), 2:558-568.
6. Liang Q, Cheng X. KUPS: knowledge-based ubiquitous and persistent sensor networks for threat assessment. IEEE Transactions on Aerospace and Electronic Systems 2008; 44(3), 7:1060-1069.
7. Singh S, Liang Q, Chen D, Sheng L. Sense through wall human detection using UWB radar. EURASIP Journal on Wireless Communications and Networking 2011; 2011:20.
8. Kocur D, Rovňáková J, Švecová M. Through wall tracking of moving targets by M-sequence UWB radar. Studies in Computational Intelligence 2009; 243:349-364.
9. Chia MYW, Leong SW, Sim CK, Chan KM. Through-wall UWB radar operating within FCC's mask for sensing heart beat and breathing rate. Radar Conference, 2005. EURAD 2005. European, 2005, 10:267-270.
10. Yarovoy AG, Ligthart LP, Matuzas J, Levitas B. UWB radar for human being detection. IEEE Aerospace and Electronic Systems Magazine 2006; 21(3):10-14.
11. Yarovoy AG, Ligthart LP, Matuzas J, Levitas B. UWB radar for human being detection. IEEE Aerospace and Electronic Systems Magazine 2006; 21(11):22-26.
12. Levitas B, Matuzas J. UWB radar for human being detection behind the wall. Proc. Of 2006 Intl Radar Symposium, 2006, 5:1-3.
13. Zaikov E, Sachs J, Aftanas M, Rovnakova J. Detection of trapped people by UWB radar. Microwave Conference (GeMIC), German, 2008, 3:1-4.
14. Sachs J, Aftanas M, Crabbe S, et.al. Detection and tracking of moving or trapped people hidden by obstacles using ultra-wideband pseudo-noise radar. European Radar Conference 2008; 10:408-411.
15. Rovnáková J, Švecová M, Kocur D, et.al. Signal processing for through wall moving target tracking by M-sequence UWB radar. 2008 18th International Conference on Radioelektronika, 2008, 4:1-4.
16. Kocur D, Gamec J, Ŝvecová M, Gamcová M, Rovňáková J. Imaging method: an efficient algorithm for moving target tracking by UWB radar. Acta Polytechnica Hungarica 2010; 7(3):5-24.
17. Song Luo S. Imaging techniques for ultra-wideband through-wall detecting radar. Master Thesis, Changchun University of Science and Technology, 2010.03:11.
18. Wei W, Yuchi L, Meirong Z, et.al. Structural health monitoring technology with fiber Bragg grating using statistical wavelet-based method. Optics and Precision Engineering 2010 18(4):836-841. (in Chinese)
19. Wei W, Yuchi L, Meirong Z, et.al. Damage identification technology based on fiber Bragg grating using SPC and wavelet transform. Journal of Vibration, Measurement & Diagnosis 2011; 31(5): 566-569, 662. (in Chinese)
20. Wu Y, Du R. Feature extraction and assessment using wavelet packets for monitoring of machining process. Mech. Syst. Signal Process 1996; 10(1):29-53.