Measurement uncertainty of RC and its reduction techniques for OTA tests: a review
- Author(s): Xiaoming Chen 1
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Affiliations:
1:
School of Electronic and Information Engineering , Xi'an Jiaotong University , Xi'an 710049 , People's Republic of China
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Affiliations:
1:
School of Electronic and Information Engineering , Xi'an Jiaotong University , Xi'an 710049 , People's Republic of China
- Source:
Volume 13, Issue 15,
18
December
2019,
p.
2598 – 2604
DOI: 10.1049/iet-map.2018.6054 , Print ISSN 1751-8725, Online ISSN 1751-8733
The emerging machine-to-machine (M2M) communications and Internet-of-things techniques bring new challenges in over-the-air (OTA) tests. The inexpensive M2M device usually aims at low-cost and low-power consumption rather than high data rate and, therefore, is usually equipped with a single antenna. Testing such M2M device in massive production requires efficient and cost-effective OTA techniques. The reverberation chamber (RC) is a suitable solution for such tests of M2M (especially large-form-factor) devices. Since RC measurements are in essence stochastic measurements (with repeatable results), uncertainty analyses are of primary importance. This study gives an overview of the start-of-the-art research on measurement uncertainty for both conventional and M2M OTA applications. In addition, new results about mode stirrers and diffusers (for uncertainty reduction) are provided.
Inspec keywords: measurement uncertainty; operational amplifiers; reverberation chambers
Other keywords: reduction techniques; conventional M2M OTA applications; Internet-of-things techniques; measurement uncertainty; high data rate; single antenna; RC measurements; reverberation chamber; essence stochastic measurements; cost-effective OTA techniques; low-cost; especially large-form-factor; massive production; uncertainty analyses; over-the-air tests; M2M devices; OTA tests; uncertainty reduction; machine-to-machine communications; low-power consumption; inexpensive M2M device; suitable solution
Subjects: Electromagnetic compatibility and interference; Radio links and equipment; Amplifiers
References
-
-
1)
-
40. Hill, D.A.: ‘Boundary fields in reverberation chambers’, IEEE Trans. Electromagn. Compat., 2005, 47, (2), pp. 281–290.
-
-
2)
-
49. Clegg, J., Marvin, A.C., Angus, J.A.S., et al: ‘Method for increasing the mode density in a reverberant screened room’, IEE Proc. Sci. Meas. Technol., 1996, 143, (4), pp. 216–220.
-
-
3)
-
30. Remley, K.A., Pirkl, R.J., Wang, C.-M., et al: ‘Estimating and correcting the device-under-test transfer function in loaded reverberation chambers for over-the-air tests’, IEEE Trans. Electromagn. Compat., 2017, 59, (6), pp. 1724–1733.
-
-
4)
-
29. Remley, K.A., Pirkl, R.J., Shah, H.A., et al: ‘Uncertainty from choice of mode-stirring technique in reverberation-chamber measurements’, IEEE Trans. Electromagn. Compat., 2013, 55, (6), pp. 1022–1030.
-
-
5)
-
47. Soltane, A., Andrieu, G., Reineix, A.: ‘Doppler spectrum analysis for the prediction of rotating mode stirrer performances in reverberation chamber’, IEEE Trans. Electromagn. Compat., 2018, doi: 10.1109/TEMC.2018.2877906.
-
-
6)
-
41. Lunden, O., Backstrom, M.: ‘How to avoid unstirred high frequency components in mode stirred reverberation chambers’. IEEE Int. Symp. Electromagnetic Compatibility, Hawaii, July 2007, pp. 1–4.
-
-
7)
-
9. Kildal, P.-S., Chen, X., Orlenius, C., et al: ‘Characterization of reverberation chambers for OTA measurements of wireless devices: physical formulations of channel matrix and new uncertainty formula’, IEEE Trans. Antennas Propag., 2012, 60, (8), pp. 3875–3891.
-
-
8)
-
7. Wilson, P., Koepke, G., Ladbury, J., et al: ‘Emission and immunity standards: replacing field-at-a-distance measurements with total-radiated-power measurements’. IEEE Int. Symp. Electromagnetic Compatibility, Montreal, Quebec, 2001, pp. 964–969.
-
-
9)
-
50. Petirsch, M., Schwab, A.J.: ‘Investigation of the field uniformity of a mode-stirred chamber using diffusers based on acoustic theory’, IEEE Trans. Electromagn. Compat., 1999, 41, (4), pp. 446–451.
-
-
10)
-
52. Sun, H., Li, Z., Gu, C., et al: ‘Metasurfaced reverberation chamber’, Sci. Rep., 2018, 2018, pp. 1–10.
-
-
11)
-
28. Chen, X.: ‘Scaling factor for turn-table platform stirring in reverberation chamber’, IEEE Antennas Wirel. Propag. Lett., 2017, 16, pp. 2799–2802.
-
-
12)
-
17. Delangre, O., Doncker, P.D., Lienard, M., et al: ‘Analytical angular correlation function in mode-stirred reverberation chamber’, Electron. Lett., 2009, 45, (2), pp. 90–91.
-
-
13)
-
10. Huang, Y., Edwards, D.J.: ‘A novel reverberating chamber: source-stirred chamber’. Proc. Int. Conf. Electromagnetic Compatibility, Edinburgh, UK, September 1992, pp. 120–124.
-
-
14)
-
60. Chen, X.: ‘Generalized statistics of antenna efficiency measurement in a reverberation chamber’, IEEE Trans. Antennas Propag., 2014, 62, (3), pp. 1504–1507.
-
-
15)
-
12. Arnaut, L.R., West, P.D.: ‘Evaluation of the NPL untuned stadium reverberation chamber using mechanical and electronic stirring techniques’, NPL Report CEM 11, 1998.
-
-
16)
-
56. Li, C., Loh, T.-H., Tian, Z., et al: ‘Evaluation of chamber effects on antenna efficiency measurements using non-reference antenna methods in two reverberation chambers’, IET Microw. Antennas Propag., 2017, 11, (11), pp. 1536–1541.
-
-
17)
-
6. Test plan for wireless large-form-factor device over-the-air performance. CTIA Certification, 2016.
-
-
18)
-
58. Chen, X.: ‘On statistics of the measured antenna efficiency in a reverberation chamber’, IEEE Trans. Antennas Propag., 2013, 61, (11), pp. 5417–5424.
-
-
19)
-
34. Karandikar, Y.B., Nyberg, D., Jamaly, N., et al: ‘Mode counting in rectangular, cylindrical, and spherical cavities with application to wireless measurements in reverberation chambers’, IEEE Trans. Electromagn. Compat., 2009, 51, (4), pp. 1044–1046.
-
-
20)
-
61. Horansky, R.D., Meurs, T.B., North, M.V., et al: ‘Statistical considerations for total isotropic sensitivity of wireless devices measured in reverberation chambers’. EMC Europe, Amsterdam, Netherlands, August 2018, pp. 398–403.
-
-
21)
-
43. Gifuni, A.: ‘Effects of the correction for impedance mismatch on the measurement uncertainty in a reverberation chamber’, IEEE Trans. Electromagn. Compat., 2015, 57, (6), pp. 1724–1727.
-
-
22)
-
16. Lemoine, C., Besnier, P., Drissi, M.: ‘Estimating the effective sample size to select independent measurements in a reverberation chamber’, IEEE Trans. Electromagn. Compat., 2008, 50, (2), pp. 227–236.
-
-
23)
-
44. Arnaut, L.R., Moglie, F., Bastianelli, L., et al: ‘Helical stirring for enhanced low-frequency performance of reverberation chambers’, IEEE Trans. Electromagn. Compat., 2017, 59, (4), pp. 1016–1024.
-
-
24)
-
11. Cerri, G., Primiani, V.M., Pennesi, S., et al: ‘Source stirring mode for reverberation chambers’, IEEE Trans. Electromagn. Compat., 2005, 47, (4), pp. 815–823.
-
-
25)
-
1. Cisco Visual Networking Index: Global Mobile Data Traffic Forecast Update, 2016–2021 White Paper, 2017.
-
-
26)
-
33. Huang, Y.: ‘Conducting triangular chambers for EMC measurements’, Meas. Sci. Technol., 1999, 10, pp. 21–24.
-
-
27)
-
25. Chen, X.: ‘Using Akaike information criterion for selecting the field distribution in a reverberation chamber’, IEEE Trans. Electromagn. Compat., 2013, 55, (4), pp. 664–670.
-
-
28)
-
37. Toorn, J.A.D., Remley, K.A., Holloway, C.L., et al: ‘Proximity-effect test for lossy wireless-device measurements in reverberation chambers’, IET Sci. Meas. Technol., 2015, 9, (5), pp. 540–546.
-
-
29)
-
38. Adardour, A., Andrieu, G., Reineix, A.: ‘On the low-frequency optimization of reverberation chambers’, IEEE Trans. Electromagn. Compat., 2014, 56, (2), pp. 266–275.
-
-
30)
-
27. Chen, X., Kildal, P.-S., Lai, S.-H.: ‘Estimation of average Rician K-factor and average mode bandwidth in loaded reverberation chamber’, IEEE Antennas Wirel. Propag. Lett., 2011, 10, pp. 1437–1440.
-
-
31)
-
21. Chen, X.: ‘Experimental investigation of the number of independent samples and the measurement uncertainty in a reverberation chamber’, IEEE Trans. Electromagn. Compat., 2013, 55, (5), pp. 816–824.
-
-
32)
-
15. Wellander, N., Lunden, O., Bäckström, M.: ‘Experimental investigation and mathematical modeling of design parameters for efficient stirrers in mode-stirred reverberation chambers’, IEEE Trans. Electromagn. Compat., 2007, 49, (1), pp. 94–103.
-
-
33)
-
24. Arnaut, L.R.: ‘Limit distributions for imperfect electromagnetic reverberation’, IEEE Trans. Electromagn. Compat., 2003, 45, (2), pp. 357–377.
-
-
34)
-
59. Senic, D., Williams, D.F., Remley, K.A., et al: ‘Improved antenna efficiency measurement uncertainty in a reverberation chamber at millimeter-wave frequencies’, IEEE Trans. Antennas Propag., 2017, 65, (8), pp. 4209–4219.
-
-
35)
-
36. Remley, K.A., Dortmans, J., Weldon, C., et al: ‘Configuring and verifying reverberation chambers for testing cellular wireless devices’, IEEE Trans. Electromagn. Compat., 2016, 58, (3), pp. 661–672.
-
-
36)
-
46. Clegg, J., Marvin, A.C., Dawson, J.F., et al: ‘Optimization of stirrer designs in a reverberation chamber’, IEEE Trans. Electromagn. Compat., 2005, 47, (4), pp. 824–832.
-
-
37)
-
3. Yu, W., Qi, Y., Liu, K., et al: ‘Radiated two-stage method for LTE MIMO user equipment performance evaluation’, IEEE Trans. Electromagn. Compat., 2014, 56, (6), pp. 1691–1696.
-
-
38)
-
55. Xu, Q., Xing, L., Tian, Z., et al: ‘Statistical distribution of the enhanced backscatter coefficient in reverberation chamber’, IEEE Trans. Antennas Propag., 2018, 66, (4), pp. 2161–2164.
-
-
39)
-
51. Selemani, K., Richalot, E., Legrand, O., et al: ‘Energy localization effects within a reverberation chamber and their reduction in chaotic geometries’, IEEE Trans. Electromagn. Compat., 2017, 59, (2), pp. 325–333.
-
-
40)
-
2. Fan, W., Carreno, X., Sun, F., et al: ‘Emulating spatial characteristics of MIMO channels for OTA testing’, IEEE Trans. Antennas Propag., 2013, 61, (8), pp. 4306–4314.
-
-
41)
-
54. Holloway, C.L., Shah, H., Pirkl, R.J., et al: ‘Reverberation chamber techniques for determining the radiation and total efficiency of antennas’, IEEE Trans. Antennas Propag., 2012, 60, (4), pp. 1758–1770.
-
-
42)
-
57. Gifuni, A., Flintoft, I.D., Bale, S.J., et al: ‘A theory of alternative methods for measurements of absorption cross section and antenna radiation efficiency using nested and contiguous reverberation chambers’, IEEE Trans. Electromagn. Compat., 2016, 58, (1), pp. 207–219.
-
-
43)
-
18. Moglie, F., Primiani, V.M.: ‘Analysis of the independent positions of reverberation chamber stirrers as a function of their operating conditions’, IEEE Trans. Electromagn. Compat., 2011, 53, (2), pp. 288–295.
-
-
44)
-
35. Chen, X., Kildal, P.-S., Orlenius, C., et al: ‘Channel sounding of loaded reverberation chamber for over-the-air testing of wireless devices – coherence bandwidth versus average mode bandwidth and delay spread’, IEEE Antennas Wirel. Propag. Lett., 2009, 8, pp. 678–681.
-
-
45)
-
32. Monsef, F., Cozza, A.: ‘Average number of significant modes excited in a mode-stirred reverberation chamber’, IEEE Trans. Electromagn. Compat., 2014, 56, (2), pp. 259–265.
-
-
46)
-
13. Remley, K.A., Wang, C.-M.J., Williams, D.F., et al: ‘A significance test for reverberation-chamber measurement uncertainty in total radiated power of wireless devices’, IEEE Trans. Electromagn. Compat., 2016, 58, (1), pp. 207–219.
-
-
47)
-
53. Zheng, Q., Li, Y., Zhang, J., et al: ‘Wideband, wide-angle coding phase gradient metasurfaces based on pancharatnam-berry phase’, Sci. Rep., 2017, 2017, pp. 1–13.
-
-
48)
-
23. Gifuni, A., Bastianelli, L., Moglie, F., et al: ‘Base-case model for measurement uncertainty in a reverberation chamber including frequency stirring’, IEEE Trans. Electromagn. Compat., 2018, 60, (6), pp. 1695–1703.
-
-
49)
-
19. IEC 61000-4-21: ‘Electromagnetic compatibility (EMC), part 4-21: testing and measurement techniques – reverberation chamber test methods’. Int. Electrotechnical Commission, Edition 2.0, 2011.
-
-
50)
-
5. Chen, X., Tang, J., Li, T., et al: ‘Reverberation chambers for over-the-air tests: an overview of two decades of research’, IEEE Access, 2018, 6, pp. 49129–49143.
-
-
51)
-
20. Pirkl, R.J., Remley, K.A., Patané, C.S.L.: ‘Reverberation chamber measurement correlation’, IEEE Trans. Electromagn. Compat., 2012, 54, (3), pp. 533–544.
-
-
52)
-
42. Corona, P., Ferrara, G., Migliaccio, M.: ‘Reverberating chamber electromagnetic field in presence of an unstirred component’, IEEE Trans. Electromagn. Compat., 2000, 42, (2), pp. 111–115.
-
-
53)
-
14. Chen, X.: ‘Throughput modeling and measurement in an isotropic-scattering reverberation chamber’, IEEE Trans. Antennas Propag., 2014, 62, (4), pp. 2130–2139.
-
-
54)
-
45. Lemoine, C., Amador, E., Besnier, P.: ‘Mode-stirring efficiency of reverberation chambers based on Rician K-factor’, Electron. Lett., 2011, 47, (20), pp. 1114–1115.
-
-
55)
-
26. Krauthauser, H.G.: ‘Number of samples required to meet a field inhomogeneity limit with given confidence in reverberation chambers’, IEEE Trans. Electromagn. Compat., 2012, 54, (5), pp. 968–975.
-
-
56)
-
4. Micheli, D., Barazzetta, M., Carlini, C., et al: ‘Testing of the carrier aggregation mode for a live LTE base station in reverberation chamber’, IEEE Trans. Veh. Technol., 2017, 66, (4), pp. 3024–3033.
-
-
57)
-
22. Arnaut, L.R.: ‘Measurement uncertainty in reverberation chambers – I. Sample statistics’, NPL, London, U.K., NPL Report TQE2, December2008, pp. 1–136.
-
-
58)
-
39. Serra, R., Canavero, F.: ‘Bivariate statistical approach for ‘good but – imperfect’ electromagnetic reverberation’, IEEE Trans. Electromagn. Compat., 2011, 53, (3), pp. 554–561.
-
-
59)
-
31. Becker, M.G., Frey, M., Streett, S., et al: ‘Correlation-based uncertainty in loaded reverberation chambers’, IEEE Trans. Antennas Propag., 2018, 66, (10), pp. 5453–5463.
-
-
60)
-
48. Hill, D.A., Ladbury, J.M.: ‘Spatial-correlation functions of fields and energy density in a reverberation chamber’, IEEE Trans. Electromagn. Compat., 2002, 44, (1), pp. 209–217.
-
-
61)
-
8. Amador, E., Krauthauser, H.G., Besnier, P.: ‘A binomial model for radiated immunity measurements’, IEEE Trans. Electromagn. Compat., 2013, 55, (4), pp. 683–691.
-
-
1)