413
Views
0
CrossRef citations to date
0
Altmetric
Articles

Model calibration for compressive sensing based linear antenna array fault diagnosis

ORCID Icon, , &
Pages 453-473 | Received 30 Jun 2022, Accepted 06 Nov 2022, Published online: 15 Nov 2022

References

  • Björnson E, Sanguinetti L, Wymeersch H, et al. Massive mimo is a reality–what is next?: five promising research directions for antenna arrays. Digit Signal Process. 2019;94:3–20.
  • Aghoutane B, Das S, Ghzaoui ME, et al. A novel dual band high gain 4-port millimeter wave mimo antenna array for 28/37 gHz 5G applications. AEU Int J Electron Commun. 2022;145:154071.
  • Li Q, Wang W, Xu D, et al. A robust anti-jamming navigation receiver with antenna array and gps/sins. IEEE Commun Lett. 2014;18(3):467–470.
  • Lager IE, Trampuz C, Simeoni M, et al. Interleaved array antennas for fmcw radar applications. IEEE Trans Antennas Propag. 2009;57(8):2486–2490.
  • Di Palma L, Clemente A, Dussopt L, et al. Radiation pattern synthesis for monopulse radar applications with a reconfigurable transmitarray antenna. IEEE Trans Antennas Propag. 2016;64(9):4148–4154.
  • Mailloux RJ. Phased array antenna handbook. Norwood (MA, USA): Artech House; 2017.
  • Norgard J, Musselman R. Direct diagnostic testing of phased array antennas using infrared imaging techniques. In: 2006 17th International Zurich Symposium on Electromagnetic Compatibility. IEEE; 2006. p. 292–295.
  • D'Agostino F, Ferrara F, Gennarelli C, et al. Efficient reconstruction of the pattern radiated by a long antenna from data acquired via a spherical-spiral-scanning near-field facility [measurements corner]. IEEE Antennas Propag Mag. 2014;56(2):146–153.
  • Choudhury B, Acharya OP, Patnaik A. Bacteria foraging optimization in antenna engineering: an application to array fault finding. Int J RF Microw Comput Aided Eng. 2013;23(2):141–148.
  • Patnaik A, Choudhury B, Pradhan P, et al. An ann application for fault finding in antenna arrays. IEEE Trans Antennas Propag. 2007;55(3):775–777.
  • Dell'Aversano A, Natale A, Cuccaro A, et al. Linear array antenna diagnostics through a music algorithm. IEEE Access. 2019;7:176952–176959.
  • Xiong C, Xiao G. A diagnosing method for phased antenna array element excitation amplitude and phase failures using random binary matrices. IEEE Access. 2020;8:33060–33071.
  • Wakin MB, et al. An introduction to compressive sampling. IEEE Signal Process Mag. 2008;25(2):21–30.
  • Donoho DL. Compressed sensing. IEEE Trans Inf Theory. 2006;52(4):1289–1306.
  • Candès EJ, et al. Compressive sampling. In: Proceedings of the International Congress of Mathematicians; Vol. 3. Citeseer; 2006. p. 1433–1452.
  • Candes EJ, Tao T. Near-optimal signal recovery from random projections: universal encoding strategies?. IEEE Trans Inf Theory. 2006;52(12):5406–5425.
  • Massa A, Rocca P, Oliveri G. Compressive sensing in electromagnetics -- a review. IEEE Antennas Propag Mag. 2015;57(1):224–238.
  • Nai SE, Ser W, Yu ZL, et al. Beampattern synthesis for linear and planar arrays with antenna selection by convex optimization. IEEE Trans Antennas Propag. 2010;58(12):3923–3930.
  • Morabito A, Laganà A, Sorbello G, et al. Mask-constrained power synthesis of maximally sparse linear arrays through a compressive-sensing-driven strategy. J Electromagn Waves Appl. 2015;29(10):1384–1396.
  • Buttazzoni G, Babich F, Vatta F, et al. Geometrical synthesis of sparse antenna arrays using compressive sensing for 5G IOT applications. Sensors. 2020;20(2):350. https://www.mdpi.com/1424-8220/20/2/350.
  • Kikuchi H, Hobara Y, Ushio T. Compressive sensing to reduce the number of elements in a linear antenna array with a phased array weather radar. IEEE Trans Geosci Remote Sens. 2022;60:1–10.
  • Oliveri G, Rocca P, Massa A. Reliable diagnosis of large linear arrays–a Bayesian compressive sensing approach. IEEE Trans Antennas Propag. 2012;60(10):4627–4636.
  • Lin Z, Chen Y, Liu X, et al. A Bayesian compressive sensing-based planar array diagnosis approach from near-field measurements. IEEE Antennas Wirel Propag Lett. 2020;20(2):249–253.
  • Palmeri R, Isernia T, Morabito AF. Diagnosis of planar arrays through phaseless measurements and sparsity promotion. IEEE Antennas Wirel Propag Lett. 2019;18(6):1273–1277.
  • Fuchs B, Le Coq L, Migliore MD. Fast antenna array diagnosis from a small number of far-field measurements. IEEE Trans Antennas Propag. 2016;64(6):2227–2235.
  • Candès EJ, Romberg J, Tao T. Robust uncertainty principles: exact signal reconstruction from highly incomplete frequency information. IEEE Trans Inf Theory. 2006;52(2):489–509.
  • Li W, Deng W, Migliore MD. A deterministic far-field sampling strategy for array diagnosis using sparse recovery. IEEE Antennas Wirel Propag Lett. 2018;17(7):1261–1265.
  • Li W. Research on compressed sensing based algorithms for diagnosis of defective array elements [PhD Thesis]. Harbin Institute of Technology; 2019.
  • Famoriji OJ, Zhang Z, Fadamiro A, et al. Planar array diagnostic tool for millimeter-wave wireless communication systems. Electronics. 2018;7(12):383.
  • Khodier M. Optimisation of antenna arrays using the cuckoo search algorithm. IET Microw Antennas Propag. 2013;7(6):458–464.
  • Migliore MD. Array diagnosis from far-field data using the theory of random partial Fourier matrices. IEEE Antennas Wirel Propag Lett. 2013;12:745–748.
  • Alemazkoor N, Meidani H. A near-optimal sampling strategy for sparse recovery of polynomial chaos expansions. J Comput Phys. 2018;371:137–151.
  • Foucart S, Rauhut H. An invitation to compressive sensing. In: A mathematical introduction to compressive sensing. Springer; 2013. p. 1–39.
  • Traonmilin Y, Gribonval R. Stable recovery of low-dimensional cones in Hilbert spaces: one rip to rule them all. Appl Comput Harmon Anal. 2018;45(1):170–205.
  • Alonso MT, López-Dekker P, Mallorquí JJ. A novel strategy for radar imaging based on compressive sensing. IEEE Trans Geosci Remote Sens. 2010;48(12):4285–4295.
  • Zhang X, Bai T, Meng H, et al. Compressive sensing-based isar imaging via the combination of the sparsity and nonlocal total variation. IEEE Geosci Remote Sens Lett. 2013;11(5):990–994.
  • Ambrosanio M, Pascazio V. A compressive-sensing-based approach for the detection and characterization of buried objects. IEEE J Sel Top Appl Earth Obs Remote Sens. 2015;8(7):3386–3395.
  • Morabito A, Palmeri R, Isernia T. A compressive-sensing-inspired procedure for array antenna diagnostics by a small number of phaseless measurements. IEEE Trans Antennas Propag. 2016;64(7):3260–3265.

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.