Abstract
In this paper we present the dependency between density of sensor network and map quality in the Radio Environment Map (REM) concept. The architecture of REM supporting military communications systems is described. The map construction techniques based on spatial statistics and transmitter location determination are presented. The problem of REM quality and relevant metrics are discussed. The results of field tests for UHF range with different number of sensors are shown. Exemplary REM maps with different interpolation algorithms are presented. Finally, the problem of density of sensors network versus REM map quality is analyzed.
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Romanik, J., Krasniewski, A., Golan, E.: RESA-OLSR: RESources-Aware OLSR-based routing mechanism for mobile ad-hoc networks. In: Conference: International Conference on Military Communications and Information Systems (ICMCIS), Brussels, Belgium (2016)
Romanik, J., Brys, R., Zubel, K.: Performance analysis of OLSRv2 with ETX, ETT and DAT metrics in static wireless networks. In: Conference: International Conference on Military Communications and Information Systems (ICMCIS), Warsaw, Poland (2018)
Malowidzki, M., Kaniewski, P., Matyszkiel, R., Berezinski, P.: Standard tactical services in a military disruption-tolerant network: field tests. In: MILCOM, Baltimore, USA (2017)
Suchanski, M., Matyszkiel, R., Kaniewski, P., Kustra, M., Gajewski, P., Lopatka, J.: Dynamic spectrum management as an anti-interference method. In: Proceedings of SPIE, SPIE, Bellingham, WA, vol. 10418, 20 April 2017 https://doi.org/10.1117/12.2269294. 2269288, ISSN 0277-786X, ISSN 1996-756X (electronic)
Suchański, M., Gajewski, P., Łopatka, J., Kaniewski, P., Matyszkiel, R., Kustra, M.: Coordinated dynamic spectrum management in legacy military communication systems. In: WinnComm-Europe 2016, Wireless Innovation Forum European Conference on Communications Technologies and Software Defined Radio, Paris, France (2016)
Matyszkiel, M., Kaniewski, P., Kustra, M., Jach, J.: The evolution of transmission security functions in modern military wideband radios. In: Book Series: Proceedings of SPIE, vol. 10418, Article no. UNSP 104180E (2017)
Pesko, M., Javornik, T., Košir, A., Štular, M., Mohorčič, M.: Radio environment maps: the survey of construction methods. KSII Trans. Internet Inf. Syst. 8(11) (2014). https://doi.org/10.3837/tiis.2014.11.008
Flexible and Spectrum Aware Radio Access through Measurements and Modeling in Cognitive Radio Systems, FARAMIR project, Document Number D2.4, Final System Architecture
Cai, T., et al.: Design of layered radio environment maps for RAN optimization in heterogenous LTE systems. In: IEEE 22nd International Symposium on Personal, Indoor and Mobile Radio Communications, pp. 172–176 (2011). https://doi.org/10.1109/pimrc.2011.6139803
Suchanski, M., Kaniewski, P., Romanik, J., Golan, E.: Radio environment maps for military cognitive networks: construction techniques vs. map quality. In: ICMCIS, Warsaw. IEEE Xplore (2018). https://doi.org/10.1109/icmcis.2018.8398723
Yilmaz, B.H., Tugcu, T.: Location estimation-based radio environment map constructing techniques in fading channels. Wirel. Commun. Mob. Comput. 15(3), 561–570 (2015). https://doi.org/10.1002/wcm.2367
Yilmaz, H.B., Tugcu, T., Alagöz, F., Bayhan, S.: Radio environment map as enabler for practical cognitive radio networks. IEEE Commun. Mag. 51(12), 162–169 (2013). https://doi.org/10.1109/mcom.2013.6685772
Ezzati, N., Taheri, H., Tugcu, T.: Optimised sensor network for transmitter localisation and radio environment mapping. Inst. Eng. Technol. IET Commun. 10(16), 2170–2178 (2016). https://doi.org/10.1049/iet-com.2016.0341
Patino, M., Vega, F.: Model for measurement of radio environment maps and location of white spaces for cognitive radio deployment. In: IEEE-APS Topical Conference on Antennas and Propagation in Wireless Communications (2018). https://doi.org/10.1109/apwc.2018.8503755
Mao, D., Shao, W., Qian, Z., Xue, H., Lu, X., Wu, H.: Constructing accurate radio environment maps with Kriging interpolation in cognitive radio networks. In: Cross Strait Quad-Regional Radio Science and Wireless Technology Conference (CSQRWC 2018) (2018). https://doi.org/10.1109/csqrwc.2018.8455448
Alfattani, S., Yongacoglu, A.: Indirect methods for constructing radio environment map. In: IEEE Canadian Conference on Electrical & Computer Engineering (CCECE) (2018). https://doi.org/10.1109/ccece.2018.8447654
Suchanski, M., Kaniewski, P., Romanik, J., Golan, E.: Radio environment map to support frequency allocation in military communications systems. In: Baltic URSI Symposium, Poznan, 15–17 May (2018)
Suchanski, M., Kaniewski, P., Romanik, J., Golan, E., Zubel, K.: Electronic warfare systems supporting the database of the Radio Environment Maps. In: Proceedings of SPIE, XII Conference on Reconnaissance and Electronic Warfare Systems, vol. 11055 (2018). https://doi.org/10.1117/12.2524594
Kliks, A., Kryszkiewicz, P., Kułacz, Ł.: Measurement-based coverage maps for indoor REMs operating in TV band. In: IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (2017). https://doi.org/10.1109/bmsb.2017.7986162
Ojaniemi, J., Kalliovaara, J., Poikonen, J., Wichman, R.: A practical method for combining multivariate data in radio environment mapping. In: IEEE 24th Annual International Symposium on Personal, Indoor, and Mobile Radio Communications (2013). https://doi.org/10.1109/pimrc.2013.6666232
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Suchański, M., Kaniewski, P., Romanik, J., Golan, E., Zubel, K. (2019). Radio Environment Maps for Military Cognitive Networks: Density of Sensor Network vs. Map Quality. In: Kliks, A., et al. Cognitive Radio-Oriented Wireless Networks. CrownCom 2019. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, vol 291. Springer, Cham. https://doi.org/10.1007/978-3-030-25748-4_15
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