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Abstract

The objective of this paper is to estimate performance of a new approach for spectrum sharing and coordination between terrestrial base stations (BS) and On-board radio access nodes (UxNB) carried by Unmanned Aerial Vehicles (UAV). This approach employs an artificial intelligence (AI) based algorithm implemented in a centralized controller. According to the assessment based on the latest specifications of 3rd Generation Partnership Project (3GPP) the newly defined Unmanned Aerial System Traffic Management (UTM) is feasible to implement and utilize an algorithm for dynamic and efficient distribution of available radio resources between all radio nodes involved in process of optimization. An example of proprietary algorithm has been described, which is based on the principles of Kohonen neural networks. The algorithm has been used in simulation scenario to illustrate the performance of the novel approach of centralized radio channels allocation between terrestrial BSs and UxNBs deployed in 3GPP-defined rural macro (RMa) environment. Simulation results indicate that at least 85% of simulated downlink (DL) transmissions are gaining additional channel bandwidth if presented algorithm is used for spectrum distribution between terrestrial BSs and UxNBs instead of baseline soft frequency re-use (SFR) approach.
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Bibliography

[1] 3GPP, “UAS-UAV”, https://www.3gpp.org/uas-uav, accessed 18 November 2019.
[2] 3GPP TR 36.777, “Release 15. Enhanced LTE support for aerial vehicles”, January 2018.
[3] 3GPP TS 22.125, “Release 16. Unmanned Aerial System (UAS) support in 3GPP. Stage 1”, September 2019.
[4] 3GPP TS 22.125, “Release 17. Unmanned Aerial System (UAS) support in 3GPP. Stage 1”, December 2019.
[5] S. Zhang, Y. Zeng, R. Zhang, “Cellular-Enabled UAV Communication: A Connectivity-Constrained Trajectory Optimization Perspective”, IEEE Transactions on Communications, Vol. 67, No. 3, March 2019. DOI: 10.1109/TCOMM.2018.2880468.
[6] B. Li, Z. Fei, Y. Zhang, “UAV Communications for 5G and Beyond: Recent Advances and Future Trends”, IEEE Internet of Things Journal, Vol. 6, No. 2, April 2019. DOI: 10.1109/JIOT.2018.2887086.
[7] L. Sboui, H. Ghazzai, Z. Rezki, M.-S. Alouini, “Energy-Efficient Power Allocation for UAV Cognitive Radio Systems”, 2017 IEEE 86th Vehicular Technology Conference (VTC-Fall). DOI: 10.1109/VTCFall.2017.8287971.
[8] J. Huang, W. Mei, J. Xu, Q. Ling, Z. Rui, “Cognitive UAV Communication via Joint Maneuver and Power Control”, IEEE Transactions on Communications, Vol. 67, No. 11, November 2019. DOI: 10.1109/TCOMM.2019.2931322.
[9] G. Hattab, D. Cabric, “Energy-Efficient Massive IoT Shared Spectrum Access over UAV-enabled Cellular Networks”, Accepted for publication in IEEE Transactions on Communications, 2020. DOI: 10.1109/TCOMM.2020.2998547.
[10] C. Zhang, W. Zhang, “Spectrum Sharing for Drone Networks”, IEEE Journal on Selected Areas in Communications, Vol. 35, No. 1, January 2017. DOI: 10.1109/JSAC.2016.2633040.
[11] X. Ying, M.M. Buddhikot, S. Roy, “SAS-Assisted Coexistence-Aware Dynamic Channel Assignment in CBRS Band”, IEEE Transactions on Wireless Communications, Vol. 17, No. 9, September 2018. DOI: 10.1109/TWC.2018.2858261.
[12] T. Kohonen, “Self-Organizing Maps”, Series in Information Sciences, Vol. 30, Springer-Verlag Berlin Heidelberg, Third ed., 2001.
[13] K. Bechta, “Radio resource allocation”, International Application No.: PCT/FI2017/050149.
[14] Y. Yu, E. Dutkiewicz, X. Huang, M. Mueck, G. Fang, “Performance Analysis of Soft Frequency Reuse for Inter-cell Interference Coordination in LTE Networks”, 2010 10th International Symposium on Communications and Information Technologies. DOI: 10.1109/ISCIT.2010.5665044.
[15] 3GPP TS 38.901, “Release 16. Study on channel model for frequencies from 0.5 to 100 GHz”, January 2020.

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Authors and Affiliations

Kamil Bechta
1

  1. Mobile Networks Business Division of Nokia
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Abstract

The lumbosacral region of the spine is the most susceptible to pathology in large breed dogs. The most common pathologies of this segment include intervertebral disc disease, distortion of vertebrae, narrowing of the lumbosacral canal and congenital defects of the spine. The aim of this study is to develop a mathematical model describing the height of each lumbosacral vertebra in the dog in relation to the position of the vertebra. For the mathematical analysis we used the results of two measurements for each lumbar vertebra. The first measurement was made from the top of the spinous process to the center of the spinal cord. The second measurement was made from the center of the body of one vertebra to the center of the body of the next one. It is possible to determine an approximate mathematical model that would be uniform for the entire species and would connect the height of the lumbar vertebrae with their location for every breed of the domestic dog. Despite the considerable differences in the constitutional type (small, medium and large breeds), the morphology of the lumbosacral region of the spine exhibits similar proportions. Therefore, it is possible to assess an anomaly of this spinal region objectively. These findings suggest that it is possible to determine an approximate mathematical model that would be uniform for the entire species. The present study was carried out as part of a larger project. This particular work is a pilot study.

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Authors and Affiliations

I. Wadowska
M. Dzierzęcka
S. Paśko
K. Barszcz
B.J. Bartyzel
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Abstract

The article discusses the expansion of the influence of the museum as a culture forming structure on the example of one of the most beautiful cities in Eastern Europe. Lviv is considered a regional metropolis, its cultural influence extends across Western Ukraine. The paper presents the evolution of the museum’s function in the spatial development of Lviv and urban conditions of expanding this function in a modern city. The need for the placement of museum complexes on the outskirts of Lviv’s city center was determined.

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Authors and Affiliations

Bohdan Posatskyy
Mykhailo Hrytsak
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Abstract

In 1993–1997 the occurrence of cabbage aphid (Brevicoryne brassicae L.) and predators from Cecidomyiidae, Coccinellidae and Chrysopidae was observed on the nine different late cabbage vegetables; Savoy cabbage cv. ‘Vertus’, white cabbage cv. ‘Amager’, red cabbage cv. ‘Langendijker’, brussel sprouts cv. ‘Maczuga’, cauliflower cv. ‘Pionier’, blue kohlrabi cv. ‘Masłowa’, white kohlrabi cv. ‘Delikates’, kale cv. ‘Zielony Kędzierzawy’ and broccoli cv. ‘Piast’. Among the examined predators only the cecidomyiid – Aphidoletes aphidimyza Rond. (Cecidomyiidae) played an important role in reducing the number of cabbage aphids. The cruciferous species had no impact on the density of A. aphidimyza population, and females laying eggs. The size of aphid colonies on cabbage leaves played the most important role.

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Authors and Affiliations

Beata Jankowska

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