Vol. 143
Latest Volume
All Volumes
PIERC 150 [2024] PIERC 149 [2024] PIERC 148 [2024] PIERC 147 [2024] PIERC 146 [2024] PIERC 145 [2024] PIERC 144 [2024] PIERC 143 [2024] PIERC 142 [2024] PIERC 141 [2024] PIERC 140 [2024] PIERC 139 [2024] PIERC 138 [2023] PIERC 137 [2023] PIERC 136 [2023] PIERC 135 [2023] PIERC 134 [2023] PIERC 133 [2023] PIERC 132 [2023] PIERC 131 [2023] PIERC 130 [2023] PIERC 129 [2023] PIERC 128 [2023] PIERC 127 [2022] PIERC 126 [2022] PIERC 125 [2022] PIERC 124 [2022] PIERC 123 [2022] PIERC 122 [2022] PIERC 121 [2022] PIERC 120 [2022] PIERC 119 [2022] PIERC 118 [2022] PIERC 117 [2021] PIERC 116 [2021] PIERC 115 [2021] PIERC 114 [2021] PIERC 113 [2021] PIERC 112 [2021] PIERC 111 [2021] PIERC 110 [2021] PIERC 109 [2021] PIERC 108 [2021] PIERC 107 [2021] PIERC 106 [2020] PIERC 105 [2020] PIERC 104 [2020] PIERC 103 [2020] PIERC 102 [2020] PIERC 101 [2020] PIERC 100 [2020] PIERC 99 [2020] PIERC 98 [2020] PIERC 97 [2019] PIERC 96 [2019] PIERC 95 [2019] PIERC 94 [2019] PIERC 93 [2019] PIERC 92 [2019] PIERC 91 [2019] PIERC 90 [2019] PIERC 89 [2019] PIERC 88 [2018] PIERC 87 [2018] PIERC 86 [2018] PIERC 85 [2018] PIERC 84 [2018] PIERC 83 [2018] PIERC 82 [2018] PIERC 81 [2018] PIERC 80 [2018] PIERC 79 [2017] PIERC 78 [2017] PIERC 77 [2017] PIERC 76 [2017] PIERC 75 [2017] PIERC 74 [2017] PIERC 73 [2017] PIERC 72 [2017] PIERC 71 [2017] PIERC 70 [2016] PIERC 69 [2016] PIERC 68 [2016] PIERC 67 [2016] PIERC 66 [2016] PIERC 65 [2016] PIERC 64 [2016] PIERC 63 [2016] PIERC 62 [2016] PIERC 61 [2016] PIERC 60 [2015] PIERC 59 [2015] PIERC 58 [2015] PIERC 57 [2015] PIERC 56 [2015] PIERC 55 [2014] PIERC 54 [2014] PIERC 53 [2014] PIERC 52 [2014] PIERC 51 [2014] PIERC 50 [2014] PIERC 49 [2014] PIERC 48 [2014] PIERC 47 [2014] PIERC 46 [2014] PIERC 45 [2013] PIERC 44 [2013] PIERC 43 [2013] PIERC 42 [2013] PIERC 41 [2013] PIERC 40 [2013] PIERC 39 [2013] PIERC 38 [2013] PIERC 37 [2013] PIERC 36 [2013] PIERC 35 [2013] PIERC 34 [2013] PIERC 33 [2012] PIERC 32 [2012] PIERC 31 [2012] PIERC 30 [2012] PIERC 29 [2012] PIERC 28 [2012] PIERC 27 [2012] PIERC 26 [2012] PIERC 25 [2012] PIERC 24 [2011] PIERC 23 [2011] PIERC 22 [2011] PIERC 21 [2011] PIERC 20 [2011] PIERC 19 [2011] PIERC 18 [2011] PIERC 17 [2010] PIERC 16 [2010] PIERC 15 [2010] PIERC 14 [2010] PIERC 13 [2010] PIERC 12 [2010] PIERC 11 [2009] PIERC 10 [2009] PIERC 9 [2009] PIERC 8 [2009] PIERC 7 [2009] PIERC 6 [2009] PIERC 5 [2008] PIERC 4 [2008] PIERC 3 [2008] PIERC 2 [2008] PIERC 1 [2008]
2024-05-07
Simulation Study of Digital Spatial Processing in Conditions of Tropospheric Propagation of Radio Waves for Telecommunication Applications
By
Progress In Electromagnetics Research C, Vol. 143, 109-119, 2024
Abstract
In this paper, the propagation of electromagnetic rays in a tropospheric waveguide and spatial processing using digital antenna arrays are studied. The beam traveling through the layers of the atmosphere depends on the refractive index and its vertical change. In this regard, conditions may arise when radio rays propagate in a waveguide manner at low altitudes. In this case, attenuation takes place, and the effect of multipath fading may also occur, when several rays reflected from different layers of the troposphere and with various spatial coordinates in elevation arrive at the receiver. It is proposed to apply digital antenna arrays to increase the range and reliability of radio communication through the tropospheric waveguide. Parabolic equations are utilized to estimate the path loses of radio waves of the centimeter wavelength. A ray-tracing algorithm via a tropospheric waveguide is used to estimate the mutual phases in the aperture of the receiving array. Bit error rate curves were obtained depending on the geometry of the antenna arrays after the signal passed through the tropospheric waveguide.
Citation
Ilia Peshkov, "Simulation Study of Digital Spatial Processing in Conditions of Tropospheric Propagation of Radio Waves for Telecommunication Applications," Progress In Electromagnetics Research C, Vol. 143, 109-119, 2024.
doi:10.2528/PIERC24022104
References

1. Schelleng, John C., C. R. Burrows, and E. B. Ferrell, "Ultra-short-wave propagation," Proceedings of the Institute of Radio Engineers, Vol. 21, No. 3, 427-463, 1933.

2. Anderson, Kenneth D., "Radar measurements at 16.5 GHz in the oceanic evaporation duct," IEEE Transactions on Antennas and Propagation, Vol. 37, No. 1, 100-106, Jan. 1989.

3. Dinc, Ergin and Ozgur B. Akan, "Beyond-line-of-sight communications with ducting layer," IEEE Communications Magazine, Vol. 52, No. 10, 37-43, Oct. 2014.

4. Woods, Graham S., Adam Ruxton, Cameron Huddlestone-Holmes, and Gilles Gigan, "High-capacity, long-range, over ocean microwave link using the evaporation duct," IEEE Journal of Oceanic Engineering, Vol. 34, No. 3, 323-330, Jul. 2009.

5. Lindquist, Tim, Wave propagation models in the troposphere for long-range UHF/SHF radio connections, M.S. thesis in Engineering Physics, Karlstad University, Karlstad, Sweden, 2020.

6. Gao, Ying, Qun Shao, Binzhou Yan, Qifan Li, and Shuxia Guo, "Parabolic equation modeling of electromagnetic wave propagation over rough sea surfaces," Sensors, Vol. 19, No. 5, 1252, 2019.
doi:10.3390/s19051252

7. Zeng, Yuefei, Ulrich Blahak, Malte Neuper, and Dorit Jerger, "Radar beam tracing methods based on atmospheric refractive index," Journal of Atmospheric and Oceanic Technology, Vol. 31, No. 12, 2650-2670, 2014.

8. Zhao, Xiao-Feng, Si-Xun Huang, and Zheng Sheng, "Ray tracing/correlation approach to estimation of surface-based duct parameters from radar clutter," Chinese Physics B, Vol. 19, No. 4, 049201, 2010.

9. Feng, Guoxu, Jun Huang, and Mingxu Yi, "General formulas of effective Earth radius and modified refractive index," IEEE Access, Vol. 9, 115068-115076, 2021.

10. Zhao, Xiao-Feng and Si-Xun Huang, "Refractivity estimations from an angle-of-arrival spectrum," Chinese Physics B, Vol. 20, No. 2, 029201, 2011.

11. Valtr, Pavel and Pavel Pechac, "Analytic tropospheric ray-tracing model for constant refractivity gradient profiles," 2006 First European Conference on Antennas and Propagation, 1-4, 2006.

12. International Telecommunication Union, Radiocommunication Sector of ITU-R "Recommendation ITU-R P.834-6. Influence of tropospheric refraction on propagation of radio waves," Tech. Rep., 2007.

13. International Telecommunication Union, Radiocommunication Sector of ITU-R "Recommendation ITU-R P.453-14. The radio refractive index: Its formula and refractivity data," Tech. Rep., 2019.

14. Hartree, D. R., J. G. L. Michel, and P. Nicolson, "Practical methods for the solution of the equations of tropospheric refraction," Meteorological Factors in Radio-wave Propagation, 127-168, The Physical Society, 1947.

15. Lentovich, M. A. and V. A. Fok, "Solution of propagation of electromagnetic waves along the Earth’s surface by the method of parabolic equations," Journal of Physics-USSR, Vol. 10, 13-23, 1946.

16. Nilsson, M., Radio-wave propagation modelling over rough sea surfaces and inhomogeneous atmosphere, M.S. thesis in Engineering Physics, Karlstad University, Karlstad, Sweden, 2021.

17. Levy, Mireille, Parabolic Equation Methods for Electromagnetic Wave Propagation, No. 45, 336, IEE, London, 2000.
doi:10.1049/PBEW045E

18. Ozgun, Ozlem, "Recursive two-way parabolic equation approach for modeling terrain effects in tropospheric propagation," IEEE Transactions on Antennas and Propagation, Vol. 57, No. 9, 2706-2714, 2009.

19. Dinc, Ergin and Ozgur B. Akan, "Channel model for the surface ducts: Large-scale path-loss, delay spread, and AOA," IEEE Transactions on Antennas and Propagation, Vol. 63, No. 6, 2728-2738, Jun. 2015.

20. Zhao, Xiao-Feng and Si-Xun Huang, "Refractivity estimations from an angle-of-arrival spectrum," Chinese Physics B, Vol. 20, No. 2, 029201, 2011.

21. Zhao, Xiaofeng and Pinglv Yang, "A simple two-dimensional ray-tracing visual tool in the complex tropospheric environment," Atmosphere, Vol. 8, No. 2, 35, 2017.
doi:10.3390/s18010035

22. Balanis, Constantine A. and Panayiotis I. Ioannides, Introduction to Smart Antennas, 174, Morgan & Claypool Publishers, San Francisco, 2007.
doi:10.1007/978-3-031-01533-5

23. Fortunova, N. A., I. W. Peshkov, A. N. Kalabukhov, and Yu B. Nechaev, "The influence of directive elements of conformal and planar antenna arrays on the performances of azimuth-elevation DOA-estimation methods with super resolution," 2019 Systems of Signal Synchronization, Generating and Processing in Telecommunications (SYNCHROINFO), 1-7, Russia, 2019.

24. Schmidt, Ralph, "Multiple emitter location and signal parameter estimation," IEEE Transactions on Antennas and Propagation, Vol. 34, No. 3, 276-280, Mar. 1986.

25. Shiu, W. Y., Noniterative digital beamforming in CDMA cellular communications systems, Master’s thesis, Queen’s University, Kingston, Ontario, Canada, Nov. 1998.

26. Nechaev, Yu. B. and I. W. Peshkov, "Simulation of digital and analog spatial filtering of VHF signals in channel with losses due to multipple diffraction," 2022 Systems of Signals Generating and Processing in the Field of on Board Communications, 1-5, 2022.

27. Ozgun, Ozlem, Gökhan Apaydin, Mustafa Kuzuoglu, and Levent Sevgi, "PETOOL: MATLAB-based one-way and two-way split-step parabolic equation tool for radiowave propagation over variable terrain," Computer Physics Communications, Vol. 182, No. 12, 2638-2654, 2011.
doi:10.1016/j.cpc.2011.07.017

28. Van Veen, Barry D. and Kevin M. Buckley, "Beamforming: A versatile approach to spatial filtering," IEEE ASSP Magazine, Vol. 5, No. 2, 4-24, Apr. 1988.

29. Nechaev, Yuri, Ilia Peshkov, and Natalia Fortunova, "Evaluation and minimization of Cramer-Rao bound for conformal antenna arrays with directional emitters for DOA-estimation," Progress In Electromagnetics Research C, Vol. 90, 139-154, 2019.

30. Grabner, M. and V. Kvicera, "Atmospheric refraction and propagation in lower troposphere," Electromagnetic Waves, IntechOpen, London, United Kingdom, 2011.

31. Brussaard, G., Handbook on Radiometeorology, International Telecommunication Union, Switzerland, 1996.

32. Marsaglia, George and Wai Wan Tsang, "The ziggurat method for generating random variables," Journal of Statistical Software, Vol. 5, No. 8, 1-7, 2000.
doi:10.18637/jss.v005.i08

33. Robert, Christian P. and George Casella, Monte Carlo Statistical Methods, Vol. 2, 645, Springer-Verlag, Berlin, Heidelberg, 2010.