Abstract
In spatial domain signal processing, it is necessary to equip more antennas at the receiver to improve spatial demultiplexing capability. However, increasing the number of antennas under restricted space will reduce antenna spacing and raise the channel correlation, making the number of signal streams spatially demultiplexed much smaller than that of antennas. This paper proposes a method to design a space-time-isomeric (SPATIO) array based on metasurface antennas under wireless multipath conditions. Each antenna in this array has a different pattern and varies independently with time, reducing the channel correlation by superposing multipath at distinct positions and moments. Based on the SPATIO array, we present an array parameter design scheme based on infinity norm minimization, which can maximize the received energy of each stream while separating multi-stream received signals. Simulation results illustrate the performance of the SPATIO array for multi-stream signal reception. Compared with conventional multiple-input multiple-output arrays, the proposed array can reduce the bit error rate by one order of magnitude under the same simulation conditions.
References
Gupta A, Jha R K. A survey of 5G network: architecture and emerging technologies. IEEE Access, 2015, 3: 1206–1232
Gesbert D, Hanly S, Huang H, et al. Multi-cell MIMO cooperative networks: a new look at interference. IEEE J Sel Areas Commun, 2010, 28: 1380–1408
Hasan W B, Harris P, Doufexi A, et al. Impact of user number on massive MIMO with a practical number of antennas. In: Proceedings of the 87th Vehicular Technology Conference (VTC Spring), Porto, 2018. 1–5
Harris P, Malkowsky S, Vieira J, et al. Performance characterization of a real-time massive MIMO system with LOS mobile channels. IEEE J Sel Areas Commun, 2017, 35: 1244–1253
Harris P, Hasan W B, Malkowsky S, et al. Serving 22 users in real-time with a 128-antenna massive MIMO testbed. In: Proceedings of the IEEE International Workshop on Signal Processing Systems (SiPS), Dallas, 2016. 266–272
Shiu D S, Foschini G J, Gans M J, et al. Fading correlation and its effect on the capacity of multielement antenna systems. IEEE Trans Commun, 2000, 48: 502–513
Lee W C Y. Effects on correlation between two mobile radio base-station antennas. IEEE Trans Veh Technol, 1973, 22: 130–140
Chiao J-C, Fu Y, Chio I M, et al. MEMS reconfigurable vee antenna. In: Proceedings of the IEEE MTT-S International Microwave Symposium Digest, 1999. 1515–1518
Grau A, Romeu J, Ming-Jer Lee J, et al. A dual-linearly-polarized MEMS-reconfigurable antenna for narrowband MIMO communication systems. IEEE Trans Antenna Propagat, 2010, 58: 4–17
Nikolaou S, Kingsley N D, Ponchak G E, et al. UWB elliptical monopoles with a reconfigurable band notch using MEMS switches actuated without bias lines. IEEE Trans Antenna Propagat, 2009, 57: 2242–2251
Zhang J, Zhang S, Ying Z, et al. Radiation-pattern reconfigurable phased array with p-i-n diodes controlled for 5G mobile terminals. IEEE Trans Microw Theor Techn, 2020, 68: 1103–1117
Nikolaou S, Bairavasubramanian R, Lugo C, et al. Pattern and frequency reconfigurable annular slot antenna using PIN diodes. IEEE Trans Antenna Propagat, 2006, 54: 439–448
Tawk Y, Costantine J, Christodoulou C G. A varactor-based reconfigurable filtenna. Antenna Wirel Propag Lett, 2012, 11: 716–719
White C R, Rebeiz G M. Single- and dual-polarized tunable slot-ring antennas. IEEE Trans Antenna Propagat, 2009, 57: 19–26
Christodoulou C G, Tawk Y, Lane S A, et al. Reconfigurable antennas for wireless and space applications. Proc IEEE, 2012, 100: 2250–2261
Parchin N O, Basherlou H J, Al-Yasir Y I A, et al. Reconfigurable antennas: switching techniques-a survey. Electronics, 2020, 9: 336
Parchin N O, Basherlou H J, Al-Yasir Y, et al. Recent developments of reconfigurable antennas for current and future wireless communication systems. Electronics, 2019, 8: 128
** G, Li M, Liu D, et al. A simple planar pattern-reconfigurable antenna based on arc dipoles. Antenna Wirel Propag Lett, 2018, 17: 1664–1668
Almasi M A, Mehrpouyan H, Matolak D, et al. Reconfigurable antenna multiple access for 5G mmWave systems. In: Proceedings of the IEEE International Conference on Communications Workshops (ICC Workshops), Kansas, 2018. 1–6
Kiesel G, Strates E, Phillips C. Beam forming with a reconfigurable antenna array. In: Proceedings of the IEEE International Symposium on Phased Array Systems and Technology (PAST), Waltham, 2016. 1–3
Hunt J, Driscoll T, Mrozack A, et al. Metamaterial apertures for computational imaging. Science, 2013, 339: 310–313
Yoo I, Imani M F, Sleasman T, et al. Efficient complementary metamaterial element for waveguide-fed metasurface antennas. Opt Express, 2016, 24: 28686–28692
Yoo I, Imani M F, Sleasman T, et al. Enhancing capacity of spatial multiplexing systems using reconfigurable cavity-backed metasurface antennas in clustered MIMO channels. IEEE Trans Commun, 2019, 67: 1070–1084
Kong G S, Ma H F, Cai B G, et al. Continuous leaky-wave scanning using periodically modulated spoof plasmonic waveguide. Sci Rep, 2016, 6: 29600
Wang M, Ma H F, Tang W X, et al. Leaky-wave radiations with arbitrarily customizable polarizations based on spoof surface plasmon polaritons. Phys Rev Appl, 2019, 12: 014036
Wang M, Ma H F, Zhang H C, et al. Frequency-fixed beam-scanning leaky-wave antenna using electronically controllable corrugated microstrip line. IEEE Trans Antenna Propagat, 2018, 66: 4449–4457
Shuang Y, Zhao H T, Wei M L, et al. One-bit quantization is good for programmable coding metasurfaces. Sci China Inf Sci, 2022, 65: 172301
Liu X B, Xue W, Chen X M, et al. On the uniqueness of virtual substrate for metasurface in a dielectric half-space. Sci China Inf Sci, 2022, 65: 112302
** L, Lou Y, Xu X, et al. Separating multi-stream signals based on space-time isomerism. In: Proceedings of the International Conference on Wireless Communications and Signal Processing (WCSP), Nan**g, 2020. 418–423
Horn R A, Johnson C R. Matrix Analysis. 2nd ed. Cambridge: Cambridge University Press, 2012
Liu C, Vaidyanathan P P. Super nested arrays: sparse arrays with less mutual coupling than nested arrays. In: Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Shanghai, 2016. 2976–2980
Shi W, Li Y, de Lamare R C. Novel sparse array design based on the maximum inter-element spacing criterion. IEEE Signal Process Lett, 2022, 29: 1754–1758
Lou Y, ** L, Sun X, et al. Multi-path separation and parameter estimation by single DMA in fading channel. IET Commun, 2022, 16: 1475–1485
Liu T, Hoang M, Yang Y, et al. A parallel optimization approach on the infinity norm minimization problem. In: Proceedings of the 27th European Signal Processing Conference (EUSIPCO), 2019. 1–5
Narandzic M, Schneider C, Thoma R, et al. Comparison of SCM, SCME, and WINNER channel models. In: Proceedings of the 65th Vehicular Technology Conference, Dublin, 2007. 413–417
Cui T J, Qi M Q, Wan X, et al. Coding metamaterials, digital metamaterials and programmable metamaterials. Light Sci Appl, 2014, 3: e218
Liang J C, Cheng Q, Gao Y, et al. An angle-insensitive 3-bit reconfigurable intelligent surface. IEEE Trans Antenna Propagat, 2022, 70: 8798–8808
Dai J Y, Tang W, Chen M Z, et al. Wireless communication based on information metasurfaces. IEEE Trans Microw Theor Techn, 2021, 69: 1493–1510
Zhang L, Chen M Z, Tang W, et al. A wireless communication scheme based on space- and frequency-division multiplexing using digital metasurfaces. Nat Electron, 2021, 4: 218–227
Acknowledgements
This work was supported by Program of Song Shan Laboratory (included in the Management of the Major Science and Technology Program of Henan Province) (Grant Nos. 221100211300-01, 221100211300-03) and National Natural Science Foundation of China (Grant Nos. U22A2001, 62201139, 62171364).
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Lou, Y., **, L., Wang, H. et al. Multi-stream signals separation based on space-time-isomeric (SPATIO) array using metasurface antennas. Sci. China Inf. Sci. 67, 122301 (2024). https://doi.org/10.1007/s11432-023-3788-y
Received:
Revised:
Accepted:
Published:
DOI: https://doi.org/10.1007/s11432-023-3788-y