Skip to main content
Erschienen in: Peer-to-Peer Networking and Applications 5/2021

11.03.2021

Path loss modelling at 60 GHz mmWave based on cognitive 3D ray tracing algorithm in 5G

verfasst von: Usman Rauf Kamboh, Ubaid Ullah, Shehzad Khalid, Umar Raza, Chinmay Chakraborty, Fadi Al-Turjman

Erschienen in: Peer-to-Peer Networking and Applications | Ausgabe 5/2021

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

The objective of the study is to consider the foremost high-tech issue of mobile radio propagation i.e. path loss for an outdoor and indoor environment for mmWave in a densely populated area.60 [GHz] mmWave is a win-win for the 5th Generation radio network. Several measurements and simulations are performed using the simulator “Smart Cognitive 3D Ray Tracer” build in MATLAB. Two of the main parameters (pathloss and received signal strength (RSS)) of the radio propagation are obtained in this study. To compute the pathloss and RSS, 5G 3GPP mobile propagation model is selected due to its flexibility of scenario and conditions beyond 6 GHz frequency. For indoor simulations, we again chose 5G 3GPP mobile propagation model. It is evident from the recent previous studies that there is still not enough findings in the ray tracing specially cognitive 3D ray tracing. The suggested alternative cognitive algorithm here deals with less iterations and effective use of resources. The conclusions of this work also comprise that the path loss is reliant on separation distance of base station and receiver. The above mentioned frequency and interconnected distance reported here provide better knowledge of mobile radio channel attributes and can be also used to design and estimate the performance of the future generation (5G) mobile networks.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literatur
1.
Zurück zum Zitat Ullah U, Kamboh UR, Hossain F, Danish M (2020) Outdoor-to-indoor and indoor-to-indoor propagation path loss modeling using smart 3D ray tracing algorithm at 28 GHz mmWave. Arab J Sci Eng, pp 1–10 Ullah U, Kamboh UR, Hossain F, Danish M (2020) Outdoor-to-indoor and indoor-to-indoor propagation path loss modeling using smart 3D ray tracing algorithm at 28 GHz mmWave. Arab J Sci Eng, pp 1–10
3.
Zurück zum Zitat Suleyman N (2020) Comparision of field measurement data with propagation models, and modification of COST 231-Hata and Cost 231-Walfisch-Ikegami propagation models for UMTS2100 mobile network in Ashgabat, Koshi. In: Digitalization and Industry 4.0: Economic and Societal Development (pp. 105-118). Springer Gabler, Wiesbaden Suleyman N (2020) Comparision of field measurement data with propagation models, and modification of COST 231-Hata and Cost 231-Walfisch-Ikegami propagation models for UMTS2100 mobile network in Ashgabat, Koshi. In: Digitalization and Industry 4.0: Economic and Societal Development (pp. 105-118). Springer Gabler, Wiesbaden
4.
Zurück zum Zitat Rappaport TS, Heath RW, Daniels Jr. RC, Murdock JN (2015) Millimeter wave wireless communications. Englewood-Cliffs, NJ, USA: Prentice-Hall Rappaport TS, Heath RW, Daniels Jr. RC, Murdock JN (2015) Millimeter wave wireless communications. Englewood-Cliffs, NJ, USA: Prentice-Hall
6.
Zurück zum Zitat Maltsev A, Maslennikov R, Sevastyanov A, Khoryaev A, Lomayev A (2009) Experimental investigations of 60 GHz WLAN systems in office environment. IEEE J Sel Areas Commun 27(8):1488–1499CrossRef Maltsev A, Maslennikov R, Sevastyanov A, Khoryaev A, Lomayev A (2009) Experimental investigations of 60 GHz WLAN systems in office environment. IEEE J Sel Areas Commun 27(8):1488–1499CrossRef
9.
Zurück zum Zitat Fu W, Hu J, Zhang S (2013) Frequency-domain measurement of 60 GHz indoor channels: A measurement setup, literature data, and analysis. IEEE Instrum Meas Mag 16(2):34–40CrossRef Fu W, Hu J, Zhang S (2013) Frequency-domain measurement of 60 GHz indoor channels: A measurement setup, literature data, and analysis. IEEE Instrum Meas Mag 16(2):34–40CrossRef
10.
Zurück zum Zitat Haneda K, Karttunen A, Kyrö M, Putkonen J (2014) Indoor short-range radio propagation measurements at 60 and 70 GHz. In: Proc. 8th Eur. Conf. Antennas Propag. (EuCAP), pp 634–638 Haneda K, Karttunen A, Kyrö M, Putkonen J (2014) Indoor short-range radio propagation measurements at 60 and 70 GHz. In: Proc. 8th Eur. Conf. Antennas Propag. (EuCAP), pp 634–638
11.
Zurück zum Zitat Gutiérrez O, Adana FS, González I, Pérez J, Cátedra MF (2000) Ray-tracing techniques for mobile communications. ACES J 15(3):209–231 Gutiérrez O, Adana FS, González I, Pérez J, Cátedra MF (2000) Ray-tracing techniques for mobile communications. ACES J 15(3):209–231
12.
Zurück zum Zitat McNamara DA, Pistorius CWI, Malherbe LAG (1990) Introduction to the uniform geometrical theory of diffraction. Norwood MA: Artech house McNamara DA, Pistorius CWI, Malherbe LAG (1990) Introduction to the uniform geometrical theory of diffraction. Norwood MA: Artech house
13.
Zurück zum Zitat Kiran J, Nimavat D (2015) Comparative analysis of path loss propagation models in radio communication. In: IJIRCCE, vol. 3, no. 2 Kiran J, Nimavat D (2015) Comparative analysis of path loss propagation models in radio communication. In: IJIRCCE, vol. 3, no. 2
14.
Zurück zum Zitat Geok TK, Hossain F, Kamaruddin MN, Rahman NZA, Thiagarajah S, Chiat ATW, Liew CPA (2018) Comprehensive review of efficient ray-tracing techniques for wireless communication. International Journal on Communications Antenna and Propagation 8(2):123–136 Geok TK, Hossain F, Kamaruddin MN, Rahman NZA, Thiagarajah S, Chiat ATW, Liew CPA (2018) Comprehensive review of efficient ray-tracing techniques for wireless communication. International Journal on Communications Antenna and Propagation 8(2):123–136
15.
Zurück zum Zitat Shabbir G, Akram A, Munwar Iqbal M, Jabbar S, Alfawair M, Chaudhry J (2020) Network performance enhancement of multi-sink enabled low power lossy networks in SDN based internet of things. International journal of parallel programming Springer 48(5):367–398CrossRef Shabbir G, Akram A, Munwar Iqbal M, Jabbar S, Alfawair M, Chaudhry J (2020) Network performance enhancement of multi-sink enabled low power lossy networks in SDN based internet of things. International journal of parallel programming Springer 48(5):367–398CrossRef
16.
Zurück zum Zitat Yue G, Yu D, Qiu H, Guan K, Yang L, Lv Q (2019) Measurements and ray tracing simulations for non-line-of-sight millimeter-wave channels in a confined corridor environment. IEEE Access 7:85066–85081CrossRef Yue G, Yu D, Qiu H, Guan K, Yang L, Lv Q (2019) Measurements and ray tracing simulations for non-line-of-sight millimeter-wave channels in a confined corridor environment. IEEE Access 7:85066–85081CrossRef
17.
Zurück zum Zitat Tateishi K, et al. (2015) Field experiments on 5G radio access using 15-GHz band in outdoor small cell environment, Personal, Indoor and Mobile Radio Communications (PIMRC), 2015 IEEE 26th Annual International Symposium on Hong Kong, pp 851– 855 Tateishi K, et al. (2015) Field experiments on 5G radio access using 15-GHz band in outdoor small cell environment, Personal, Indoor and Mobile Radio Communications (PIMRC), 2015 IEEE 26th Annual International Symposium on Hong Kong, pp 851– 855
18.
Zurück zum Zitat Hossain F, Geok TK, Rahman TA, Hindia MN, Dimyati K, Ahmed S, Tso CP, Abd Rahman NZ (2019) An Efficient 3-D Ray Tracing Method: Prediction of Indoor Radio Propagation at 28 GHz in 5G Network. Electronics 8:286CrossRef Hossain F, Geok TK, Rahman TA, Hindia MN, Dimyati K, Ahmed S, Tso CP, Abd Rahman NZ (2019) An Efficient 3-D Ray Tracing Method: Prediction of Indoor Radio Propagation at 28 GHz in 5G Network. Electronics 8:286CrossRef
20.
Zurück zum Zitat Vitucci EM, Degli-Esposti V, Fuschini F, Lu JS, Barbiroli M, Wu JN, Zoli M, Zhu JJ, Bertoni HL, Ray Tracing RF (2015) Field Prediction: An Unforgiving Validation, International Journal of Antennas and Propagation, vol. 2015, Article ID 184608 11 pages. https://doi.org/10.1155/2015/184608 Vitucci EM, Degli-Esposti V, Fuschini F, Lu JS, Barbiroli M, Wu JN, Zoli M, Zhu JJ, Bertoni HL, Ray Tracing RF (2015) Field Prediction: An Unforgiving Validation, International Journal of Antennas and Propagation, vol. 2015, Article ID 184608 11 pages. https://​doi.​org/​10.​1155/​2015/​184608
21.
Zurück zum Zitat Zöchmann E, Guan K, Rupp M (2017) Two-ray models in mmwave communications. In: Proc IEEE Int Workshop Signal Process. Advances Wireless Commun. (SPAWC), Sapporo, pp 1–5, Japan Zöchmann E, Guan K, Rupp M (2017) Two-ray models in mmwave communications. In: Proc IEEE Int Workshop Signal Process. Advances Wireless Commun. (SPAWC), Sapporo, pp 1–5, Japan
22.
Zurück zum Zitat He R, Zhong Z, Ai B, Ding J, Guan K (2012) Analysis of the relation between fresnel zone and path loss exponent based on two-ray model. IEEE Antennas Wireless Propag Lett 11:208–211CrossRef He R, Zhong Z, Ai B, Ding J, Guan K (2012) Analysis of the relation between fresnel zone and path loss exponent based on two-ray model. IEEE Antennas Wireless Propag Lett 11:208–211CrossRef
23.
Zurück zum Zitat Wang Y, Zhang N, Zhang Q, Ye J (2007) A 2-Ray path loss model for i-UWB signals transmission. In: Proc Int Conf Wireless Commun Netw Mobile Comput, pp 554–556, Shanghai, China Wang Y, Zhang N, Zhang Q, Ye J (2007) A 2-Ray path loss model for i-UWB signals transmission. In: Proc Int Conf Wireless Commun Netw Mobile Comput, pp 554–556, Shanghai, China
24.
Zurück zum Zitat Supanakoon P, Chaiyapong S, Promwong S, Takada J (2011) Threeray path loss based on peak power loss for ultra wideband impulse radio systems. In: Proc Int Symp Intell Signal Process Commun Syst (ISPACS), pp 1–4, Chiang Mai, Thailand Supanakoon P, Chaiyapong S, Promwong S, Takada J (2011) Threeray path loss based on peak power loss for ultra wideband impulse radio systems. In: Proc Int Symp Intell Signal Process Commun Syst (ISPACS), pp 1–4, Chiang Mai, Thailand
25.
Zurück zum Zitat Faruque S (1995) A three ray propagation model for PCS and micro-cellular services. In: Proc IEEE Military Commun Conf (MILCOM), vol. 3, pp 1239–1243. San Diego, CA, USA Faruque S (1995) A three ray propagation model for PCS and micro-cellular services. In: Proc IEEE Military Commun Conf (MILCOM), vol. 3, pp 1239–1243. San Diego, CA, USA
26.
Zurück zum Zitat Han C, Bicen AO, Akyildiz IF (2015) Multi-ray channel modeling and wideband characterization for wireless communications in the terahertz band. IEEE Trans Wireless Commun 14(5):2402–2412CrossRef Han C, Bicen AO, Akyildiz IF (2015) Multi-ray channel modeling and wideband characterization for wireless communications in the terahertz band. IEEE Trans Wireless Commun 14(5):2402–2412CrossRef
27.
Zurück zum Zitat Oo K, Aye A (2018) Analysing of indoor LOS radio wave propagation model using ray tracing technique. Int J Sci Eng Technol Research 7:623–628 Oo K, Aye A (2018) Analysing of indoor LOS radio wave propagation model using ray tracing technique. Int J Sci Eng Technol Research 7:623–628
28.
Zurück zum Zitat Rapaport L, Etinger A, Litvak B, Pinhasi G, Pinhasi Y (2018) Quasi optical multi-ray model for wireless communication link in millimeter wavelengths. In: Proc. MATEC Web Conf, vol. 210, pp 03006. EDP Sciences Rapaport L, Etinger A, Litvak B, Pinhasi G, Pinhasi Y (2018) Quasi optical multi-ray model for wireless communication link in millimeter wavelengths. In: Proc. MATEC Web Conf, vol. 210, pp 03006. EDP Sciences
29.
Zurück zum Zitat Etinger A, Litvak B, Pinhasi Y (2017) Multi ray model for near-ground millimeter wave radar. Sensors 17(9):1983CrossRef Etinger A, Litvak B, Pinhasi Y (2017) Multi ray model for near-ground millimeter wave radar. Sensors 17(9):1983CrossRef
30.
Zurück zum Zitat Bhuvaneshwari A, Hemalatha R, Satyasavithri T (2015) Path loss prediction analysis by ray tracing approach for NLOS indoor propagation. In: Proc. IEEE Int. Conf. Signal Process. Commun. Eng. Syst., Guntur, India Bhuvaneshwari A, Hemalatha R, Satyasavithri T (2015) Path loss prediction analysis by ray tracing approach for NLOS indoor propagation. In: Proc. IEEE Int. Conf. Signal Process. Commun. Eng. Syst., Guntur, India
31.
Zurück zum Zitat Khawaja W, Ozdemir O, Erden F, Ozturk E, Guvenc I (2020) Multiple ray received power modeling for mmWave indoor and outdoor scenarios. arXiv: Signal Processing Khawaja W, Ozdemir O, Erden F, Ozturk E, Guvenc I (2020) Multiple ray received power modeling for mmWave indoor and outdoor scenarios. arXiv: Signal Processing
Metadaten
Titel
Path loss modelling at 60 GHz mmWave based on cognitive 3D ray tracing algorithm in 5G
verfasst von
Usman Rauf Kamboh
Ubaid Ullah
Shehzad Khalid
Umar Raza
Chinmay Chakraborty
Fadi Al-Turjman
Publikationsdatum
11.03.2021
Verlag
Springer US
Erschienen in
Peer-to-Peer Networking and Applications / Ausgabe 5/2021
Print ISSN: 1936-6442
Elektronische ISSN: 1936-6450
DOI
https://doi.org/10.1007/s12083-021-01101-w

Weitere Artikel der Ausgabe 5/2021

Peer-to-Peer Networking and Applications 5/2021 Zur Ausgabe