IEEE - Aerospace and Electronic Systems - June 2022 - 15

Alos and Dahrouj
[2] J. Bu, R. Sun, H. Bai, R. Xu, F. Xie, Y. Zhang, and W. Y.
Ochieng, " Integrated method for the UAV navigation sensor
anomaly detection, " IET Radar, Sonar Navigation,
vol. 11, no. 5, pp. 847-53, 2017.
[3] J. Camacho, A. Perez-Villegas, P. Garcia-Teodoro, and G.
MacIa-Fernandez, " PCA-based multivariate statistical network
monitoring for anomaly detection, " Comput. Secur.,
vol. 59, 118-37, Oct. 2016.
[4] P. Casas, P. Fiadino, and A. D'Alconzo, " Machine-learning
based approaches for anomaly detection and classification
in cellular networks, " in Proc. 8th Traffic Monitor.
Anal., vol. 4, no. 2, pp. 1-8, 2015.
[5] V. Chandola, A. Banerjee, and V. Kumar, " Anomaly
detection, " ACMComput. Surv., vol. 41, no. 3, pp. 1-58,
2009.
[6] L. Cork and R. Walker, " Sensor fault detection for UAVs
using a nonlinear dynamic model and the IMM-UKF algorithm, "
in Proc. Inf., Decis. Control, pp. 230-235, 2007.
[7] A. Graves, " Long short-term memory, " Studies Comput.
Intell., vol. 385, pp. 37-45, 2012.
[8] K. Hundman, V. Constantinou, C. Laporte, I. Colwell, and
T. Soderstrom, " Detecting spacecraft anomalies using
LSTMs and nonparametric dynamic thresholding, " in
Proc. 24th ACM SIGKDD Int. Conf. Knowl. Discov. Data
Mining, 2018, vol. 18, pp. 387-395.
[9] E. Khalastchi, G. A. Kaminka, M. Kalech, and R. Lin,
" Online anomaly detection in unmanned vehicles, " in
Proc. 10th Int. Conf. Auton. Agents Multiagent Syst.,
vol. 1, 2011, pp. 115-122. [Online]. Available: http://
www.cs.huji.ac.il/jeff/aamas11/papers/A1_B43.pdf
[10] E. Khalastchi and M. Kalech, " A sensor-based approach
for fault detection and diagnosis for robotic systems, "
Auton. Robots, vol. 42, no. 6, pp. 1231-48, 2018.
[11] E. Khalastchi,M.Kalech, GA.Kaminka,and R. Lin,
" Online data-driven anomaly detection in autonomous
robots, " Knowl. Inf. Syst., vol. 43, no. 3, pp. 657-88,
2015.
[12] S. Lee and H. K. Kim, " ADSaS: Comprehensive real-time
anomaly detection system, " 2019, arXiv:1811.12634.
[13] R. Lin, E. Khalastchi, and G. A. Kaminka, " Detecting
anomalies in unmanned vehicles using the mahalanobis
distance, " in Proc. IEEE Int. Conf. Robot. Autom.,
Jun. 2010, pp. 3038-3044.
[14] W.Liu,Z.Wang,X.Liu,N.Zeng,Y. Liu,
and
F E. Alsaadi, " A survey of deep neural network architectures
and their applications, " Neurocomputing, vol. 234,
pp. 11-26, Apr. 2017.
[15] M. Munir, S. A. Siddiqui, A. Dengel, and S. Ahmed,
" DeepAnT: A deep learning approach for unsupervised
anomaly detection in time series, " IEEE Access, vol. 7,
pp. 1991-2005, 2019.
[16] A. Nanduri and L. Sherry, " Anomaly detection in aircraft data
using recurrent neural networks (RNN), " inProc. Integr. Commun.
Navigation Surveill., 2016, pp. 5C2-1-5C2-8.
JUNE 2022
[17] R. Paffenroth, K. Kay, and L. Servi, " Robust PCA for
anomaly detection in cyber networks, " Jan. 2018,
arXiv:1801.01571.,.
[18] D. Pokrajac, L. J. Latecki, and A. Lazarevic, " Incremental
local outlier detection for data streams, " in Proc. IEEE Symp.
Comput. Intell. Data Mining., Apr. 2007, pp. 504-515.
[19] I. Renckens, " Artificial intelligence automatic detection of
suspicious behaviour, " 2014, Art. no. 59.
[20] S. Saurav et al., " Online anomaly detection with concept
drift adaptation using recurrent neural networks, " in Proc.
ACMIndia Joint Int. Conf. Data Sci. Manage. Data, 2018,
pp. 78-87.
[21] X. Shi, Z. Chen, and H. Wang, " Convolutional LSTM
Network: A machine learning approach for precipitation
nowcasting, " 2015, arXiv:1506.04214v2.
[22] A. Singh, " Anomaly detection for temporal data using long
short-term memory (LSTM), " School of Inf. Commun.
Technol., Stockholm, Sweden, 2017. [Online]. Available:
http://www.diva-portal.org/smash/get/diva2:1149130/
FULLTEXT01.pdf
[23] V. Sugumaran and K. I. Ramachandran, " Automatic rule
learning using decision tree for fuzzy classifier in fault
diagnosis of roller bearing, " Mech. Syst. Signal Process.,
vol. 21, no. 5, pp. 2237-2247, 2007.
[24] R. Sun, Q. Cheng, G. Wang, and W. Y. Ochieng,
" A novel online data-driven algorithm for detecting UAV
navigation sensor faults, " Sensors, vol. 17, no. 10, 2017,
Art. no. 2243.
[25] S. Tariq et al., " Detecting anomalies in space using multivariate
convolutional LSTM with mixtures of probabilistic
PCA, " in Proc. 25th ACMSIGKDD Int. Conf. Knowl. Discov.
Data Mining, 2019, pp. 2123-2133, [Online]. Available:
https://doi.org/10.1145/3292500.3330776.
[26] B. Taylor, " Thor Flight 21, Retrieved from the University
of Minnesota Digital Conservancy, " 2011. [Online]. Available:
http://hdl.handle.net/11299/174299
[27] B. Taylor, " Thor Flight 68, Retrieved from the University
of Minnesota Digital Conservancy, " 2012. [Online]. Available:
http://hdl.handle.net/11299/174346
[28] B. Taylor, " Thor Flight 105. Retrieved from the University
of Minnesota Digital Conservancy, " 2014. [Online].
Available: http://hdl.handle.net/11299/174229
[29] B. Taylor, " Thor Flight 122. Retrieved from the University
of Minnesota Digital Conservancy, " 2014. [Online]. Available:
http://hdl.handle.net/11299/174248
[30] R. Vinayakumar, K. P. Soman, P. Poornachandran, and S.
S Kumar, " Detecting Android malware using long shortterm
memory (LSTM), " J. Intell. Fuzzy Syst., vol. 34,
no. 3, pp. 1277-1288, 2018.
[31] D. Yong, X. Yaqing, Z. Yuanpeng, P. Yu, and L. Datong,
" Unmanned aerial vehicle sensor data anomaly detection
using kernel principle component analysis, " in Proc.
IEEE 13th Int. Conf. Electron. Meas. Instrum.,2017,
pp. 241-246.
IEEE A&E SYSTEMS MAGAZINE
15
http://www.diva-portal.org/smash/get/diva2:1149130/FULLTEXT01.pdf http://www.diva-portal.org/smash/get/diva2:1149130/FULLTEXT01.pdf http://www.cs.huji.ac.il/~jeff/aamas11/papers/A1_B43.pdf http://www.cs.huji.ac.il/jeff/aamas11/papers/A1_B43.pdf http://www.cs.huji.ac.il/~jeff/aamas11/papers/A1_B43.pdf http://www.cs.huji.ac.il/~jeff/aamas11/papers/A1_B43.pdf https://doi.org/10.1145/3292500.3330776 http://hdl.handle.net/11299/174299 http://hdl.handle.net/11299/174346 http://hdl.handle.net/11299/174229 http://hdl.handle.net/11299/174248

IEEE - Aerospace and Electronic Systems - June 2022

Table of Contents for the Digital Edition of IEEE - Aerospace and Electronic Systems - June 2022

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IEEE - Aerospace and Electronic Systems - June 2022 - Contents
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IEEE - Aerospace and Electronic Systems - June 2022 - Cover3
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