Monitoring linear antenna arrays using an exponentially weighted moving average-based fault detection scheme

REFERENCES

• Acharya, O., Patnaik, A., & Choudhury, B. (2011, 28–30 January). Fault finding in antenna arrays using bacteria foraging optimization technique. 2011 national conference on IEEE communications (NCC), Bangalore, pp. 1–5.
   Google Scholar
• Akdagli, A., & Guney, K. (2003). Shaped beam pattern synthesis of equally and unequally spaced linear antenna arrays using modified tabu search algorithm. Microwave and Optical Technology Letters, 36(1), 16–20. doi: 10.1002/mop.10657
   Web of Science ®Google Scholar
• Balanis, C. (1982). Antenna theory: Analysis and design. New York: Wiley.
   Google Scholar
• Biau, D., Dessolle, L., & Porcher, R. (2011). Applications and experiences of quality control to surgical and interventional procedures. In O. Ivanov, (Ed.) Applications and experiences of quality control p. 27–44). Intech.
   Google Scholar
• Bouyeddou, B., Harrou, F., Djennas, S. A., & Merad, L. (2009, 23–27 March). Synthesis and optimization of microstrip antennas array using minimax method. 3rd European conference on IEEE antennas and propagation, Berlin, 2009, EuCAP 2009, pp. 1142–1146.
   Google Scholar
• Buonanno, A., D'Urso, M., Cicolani, M., & Mosca, S. (2009). Large phased arrays diagnostic via distributional approach. Progress in Electromagnetics Research, 92 153–166. doi: 10.2528/PIER09031704
   Web of Science ®Google Scholar
• Carlin, M., Oliveri, G., & Massa, A. (2011). On the robustness to element failures of linear ads-thinned arrays. IEEE Transactions on Antennas and Propagation, 59(12), 4849–4853. doi: 10.1109/TAP.2011.2165510
   Web of Science ®Google Scholar
• Castaldi, G., Pierro, V., & Pinto, I. (2000). Efficient faulty element diagnostics of large antenna arrays by discrete mean field neural nets. Progress in Electromagnetics Research, 25 53–76. doi: 10.2528/PIER99041602
   Google Scholar
• Charon, I., Germa, A., & Hudry, O. (1996). Méthodes d'optimisation combinatoire. Paris: Masson.
   Google Scholar
• Crowder, S. V., & Hamilton, M. D. (1992). An EWMA for monitoring a process standard deviation. Journal of Quality Technology, 24(1), 12–21.
   Web of Science ®Google Scholar
• Damiano, J. P. (1989). Contribution à l’étude des antennes microrubans multicouches à éléments superposés ou décalés (Ph.D. dissertation), Thèse de Docteur essciences, Université de Nice-Sophia Antipolis, Nice, France.
   Google Scholar
• Ferreira, J. A., & Ares, F. (1997). Pattern synthesis of conformal arrays by the simulated annealing technique. Electronics Letters, 33(14), 1187–1189. doi: 10.1049/el:19970838
   Web of Science ®Google Scholar
• Frisén, M. (2009). Optimal sequential surveillance for finance, public health, and other areas. Sequential Analysis, 28(3), 310–337. doi: 10.1080/07474940903041605
   Google Scholar
• Garg, R. (2001). Microstrip antenna design handbook. Norwood, MA: Artech House Publishers.
   Google Scholar
• Güneş, F., & Tokan, F. (2010). Pattern search optimization with applications on synthesis of linear antenna arrays. Expert Systems with Applications, 37(6), 4698–4705. doi: 10.1016/j.eswa.2009.11.012
   Web of Science ®Google Scholar
• Guney, K., & Onay, M. (2010). Bees algorithm for interference suppression of linear antenna arrays by controlling the phase-only and both the amplitude and phase. Expert Systems with Applications, 37(4), 3129–3135. doi: 10.1016/j.eswa.2009.09.072
   Web of Science ®Google Scholar
• Guney, K., & Onay, M. (2011). Optimal synthesis of linear antenna arrays using a harmony search algorithm. Expert Systems with Applications, 38(12), 15455–15462. doi: 10.1016/j.eswa.2011.06.015
   Web of Science ®Google Scholar
• Guney, K., & Sarikaya, N. A. (2007). Hybrid method based combining artificial neural network and fuzzy inference system for simultaneous computation of resonant frequencies of rectangular, circular, and triangular microstrip antennas. IEEE Transactions on Antennas and Propagation, 55(3), 659–668. doi: 10.1109/TAP.2007.891566
   Web of Science ®Google Scholar
• Harrou, F., Tassadit, A., & Bouyeddou, B. (2010). Analysis and synthesis of rectangular microstrip antenna. Journal of Modelling and Simulation of Systems, 1(1), 34–39.
   Google Scholar
• Hawkins, D. M., & Olwell, D. H. (1998). Cumulative sum charts and charting for quality improvement. New York: Springer Verlag.
   Google Scholar
• Heffernan, R., Mostashari, F., Das, D., Karpati, A., Kulldorff, M., Weiss, D., et al. (2004). Syndromic surveillance in public health practice, New York city. Emerging Infectious Diseases, 10(5), 858–864. doi: 10.3201/eid1005.030646
   PubMed Web of Science ®Google Scholar
• Human, S. W., Chakraborti, S., & Smit, C. F. (2010). Shewhart-type control charts for variation in phase i data analysis. Computational Statistics & Data Analysis, 54(4), 863–874. doi: 10.1016/j.csda.2009.09.026
   Web of Science ®Google Scholar
• Hunter, J. S. (1986). The exponentially weighted moving average. Journal of Quality Technology, 18(4), 203–210.
   Web of Science ®Google Scholar
• Hwang, H. K., & Grados, R. (2008a, 10–12 June). Multibeam antenna and antenna beam shaping using the minimax algorithm. 26th AIAA communications and satellite systems conference, San Diego, CA.
   Google Scholar
• Hwang, H. K., & Grados, R. (2008b, 10–12 June). Filter design/antenna pattern design based on minimax algorithm. 26th AIAA communications and satellite systems conference, San Diego, CA.
   Google Scholar
• Iglesias, R., Ares, F., Delgado, M., Rodriguez, J., Bregains, J., & Barro, S. (2008). Element failure detection in linear antenna arrays using case-based reasoning. IEEE Antennas and Propagation Magazine, 50(4), 198–204. doi: 10.1109/MAP.2008.4653709
   Web of Science ®Google Scholar
• Isermann, R. (2006). Fault-diagnosis systems: An introduction from fault detection to fault tolerance. Darmstadt: Springer.
   Google Scholar
• Lucas, J., & Saccucci, M. (1990). Exponentially weighted moving average control schemes: Properties and enhancements. Technometrics, 32 1 1–12. doi: 10.1080/00401706.1990.10484583
   Web of Science ®Google Scholar
• Ma, M. (1974). Theory and application of antenna arrays. New York: Wiley.
   Google Scholar
• Mandal, D., Das, S., Bhattacharjee, S., Bhattacharjee, A., & Ghoshal, S. (2010, 3–5 October). Linear antenna array synthesis using novel particle swarm optimization. In 2010 IEEE symposium on industrial electronics & applications (ISIEA), Penang, Malaysia, pp. 311–316.
   Google Scholar
• Merad, L., Bendimerad, F. T., & Meriah, S. M. (2006). Controlled random search optimization for linear antenna arrays. Radioengineering, 15 3 10–14.
   Web of Science ®Google Scholar
• Merad, L., Bendimerad, F. T., & Meriah, S. M. (2008). Design of linear antenna arrays for side lobe reduction using the tabu search method. Radioengineering, 5 3 219–222.
   Google Scholar
• Merad, L., Bendimerad, F. T., Meriah, S. M., & Jennas, S. A. (2007). Neural networks for synthesis and optimization of antenna arrays. Radioengineering, 16 1 23–30.
   Web of Science ®Google Scholar
• Montgomery, D. C. (2005). Introduction to statistical quality control. New York: John Wiley & Sons.
   Google Scholar
• Oliveri, G., Paolo, R., & Massa, A. (2012). Reliable diagnosis of large linear arrays – A Bayesian compressive sensing approach. IEEE Transactions on Antennas and Propagation, 60 10 4627–4636. doi: 10.1109/TAP.2012.2207344
   Web of Science ®Google Scholar
• Page, E. S. (1954). Continuous inspection schemes. Biometrika, 41(1–2), 100–115. doi: 10.1093/biomet/41.1-2.100
   Google Scholar
• Peters, T. (1991). A conjugate gradient-based algorithm to minimize the sidelobe level of planar arrays with element failures. IEEE Transactions on Antennas and Propagation, 39 10 1497–1504. doi: 10.1109/8.97381
   Web of Science ®Google Scholar
• Pozar, D. M., & Schaubert, D. H. (1995). Microstrip antennas: The analysis and design of microstrip antennas and arrays. Hoboken: John Wiley & Sons.
   Google Scholar
• Qian, M., Jen, J., Aliyazicioglu, Z., & Hwang, H. (2011, 24–27 October). Phase array antenna pattern design using the minimax algorithm. Proceedings of 2011 IEEE CIE international conference on radar, Chengdu, Vol. 1, pp. 342–346. doi: 10.1109/CIE-Radar.2011.6159547
   Google Scholar
• Rabhu, S., & Runger, G. (1997). Designing a multivariate EWMA control chart. Journal of Quality Technology, 29 1 8–15.
   Web of Science ®Google Scholar
• Rajagopalan, S., Joshi, M., & Gudla, V. (2009). Detection of faults in antenna arrays using svm. Stanford, CA: Stanford University.
   Google Scholar
• Rawat, A., Yadav, R., & Shrivastava, S. (2012). Neural network applications in smart antenna arrays: A review. AEU-International Journal of Electronics and Communications, 66 11 903–912. doi: 10.1016/j.aeue.2012.03.012
   Web of Science ®Google Scholar
• Rodriguez, J., & Ares, F. (1998). Optimization of the performance of arrays with failed elements using the simulated annealing technique. Journal of Electromagnetic Waves and Applications, 12 12 1625–1638. doi: 10.1163/156939398X00566
   Web of Science ®Google Scholar
• Rodriguez, J., Ares, F., Palacios, H., & Vassal'lo, J. (2000). Finding defective elements in planar arrays using genetic algorithms. Progress in Electromagnetics Research, 29, 25–37. doi: 10.2528/PIER00011401
   Google Scholar
• Rodriguez-Gonzalez, J. A., Ares-Pena, F., Fernandez-Delgado, M., Iglesias, R., & Barro, S. (2009). Rapid method for finding faulty elements in antenna arrays using far field pattern samples. IEEE Transactions on Antennas and Propagation, 57 6 1679–1683. doi: 10.1109/TAP.2009.2019915
   Web of Science ®Google Scholar
• Schjaer-Jacobsen, H., & Madsen, K. (1979). Algorithms for worst-case tolerance optimization. IEEE Transactions on Circuits and Systems, 26 9 775–783. doi: 10.1109/TCS.1979.1084700
   Google Scholar
• Tennant, A., Dawoud, M. M., & Anderson, A. P. (1994). Array pattern nulling by element position perturbations using genetic algorithm. IEEE Electronics Letters, 30 3 174–176. doi: 10.1049/el:19940139
   Web of Science ®Google Scholar
• Vakula, D., & Sarma, N. (2009). Fault diagnosis of planar antenna arrays using neural networks. Progress in Electromagnetics Research M, 6, 35–46. doi: 10.2528/PIERM09011204
   Google Scholar
• Wang, W., & Feng, Q. (2010, 12–13 Jun). Pattern synthesis for antenna arrays using chaotic PSO algorithm. 2010 international conference on IEEE computer and communication technologies in agriculture engineering (CCTAE), Chengdu, Vol. 3, pp. 360–363.
   Google Scholar
• Xu, N., Christodoulou, C., Barbin, S., & Martínez-Ramón, M. (2007). Detecting failure of antenna array elements using machine learning optimization. 2007 IEEE antennas and propagation society international symposium, pp. 5753–5756.
   Google Scholar
• Yan, K., & Lu, Y. (1997). Sidelobe reduction in array pattern synthesis using genetic algorithms. IEEE Transactions on Antennas and Propagation, 45 7 1117–1122. doi: 10.1109/8.596902
   Web of Science ®Google Scholar
• Yeo, B., & Lu, Y. (1999). Array failure correction with a genetic algorithm. IEEE Transactions on Antennas and propagation, 47 5 823–828. doi: 10.1109/8.774136
   Web of Science ®Google Scholar