Simulation of a Tele-Surgery process through a Live Video Streaming service, using Simu5G and Wowza
DOI:
https://doi.org/10.22517/23447214.25274Keywords:
LVS, Telesurgery, 5G, Wowza, Simu5G, OBS, VLC, BitrateAbstract
Telematic services that require low latency for real-time applications and that make use of wireless mobile networks are increasingly popular. In the case of Tele-Surgery services that employ Live Video Streaming (LVS), latency times of the order of 1ms are needed. Given the difficulty of implementing real 5G test scenarios that enable this type of service to be characterized, this paper presents an emulation scenario that uses Simu5G to simulate the network, Wowza as a real video server, OBS Studio for transmission and VLC media player for content playback. This emulation scenario makes it possible to modify such parameters as bitrate, bandwidth, frequency and numerology index in order to evaluate different network configurations. By varying these parameters in a controlled way, packet losses are obtained for different bitrate values. The best quality video was obtained with a bitrate of 3000 Kbps.
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[1] J. Meara, A. Leather, L. Hagander, B. Alkire, N. Alonso, E. Ameh, S. Bickler, L. Conteh, A. Dare, J. Davies, E. Merisier, E.-H. Shenaaz, P. Farmer, A. Gawande, R. Gillies, S. Greenberg, C. Grimes, R. Gruen, E. Ismail, and W. Yip, “Global surgery 2030: evidence and solutions for achieving health, welfare, and economic development,” Am J Obstet Gynecol, vol. 213, pp. 338–40, 09 2015.
[2] A. Lacy, R. Bravo, A. Otero-Pineiro, R. Pena, F. Lacy, R. Menchaca,˜ and J. Balibrea, “5g-assisted telementored surgery,” British Journal of Surgery, vol. 106, 09 2019.
[3] Q. Zhang, J. Liu, and G. Zhao, “Towards 5g enabled tactile robotic telesurgery,” ArXiv, mar 2018.
[4] J. J. Rassweiler, R. Autorino, J. Klein, A. Mottrie, A. S. Goezen, J.-U. Stolzenburg, K. H. Rha, M. Schurr, J. Kaouk, V. Patel, et al., “Future of robotic surgery in urology,” BJU international, vol. 120, no. 6, pp. 822– 841, 2017.
[5] H. Alemzadeh, R. Iyer, Z. Kalbarczyk, N. Leveson, and J. Raman, “Adverse events in robotic surgery: A retrospective study of 14 years of fda data,” PloS one, vol. 11, 07 2015.
[6] R. Gupta, S. Tanwar, S. Tyagi, and N. Kumar, “Tactile-internet-based telesurgery system for healthcare 4.0: An architecture, research challenges, and future directions,” IEEE Network, vol. 33, no. 6, pp. 22–29, 2019.
[7] M. A. Usman, N. Y. Philip, and C. Politis, “5g enabled mobile healthcare for ambulances,” in 2019 IEEE Globecom Workshops (GC Wkshps), pp. 1–6, 2019.
[8] H. Laaki, Y. Miche, and K. Tammi, “Prototyping a digital twin for real time remote control over mobile networks: Application of remote surgery,” IEEE Access, vol. PP, pp. 1–1, 02 2019.
[9] R. Wirz, L. G. Torres, P. J. Swaney, H. B. Gilbert, R. Alterovitz, R. J. Webster, K. D. Weaver, and P. T. Russell, “An experimental feasibility study on robotic endonasal telesurgery.,” Neurosurgery, vol. 76 4, pp. 479–84; discussion 484, 2015.
[10] Y. Ebihara, E. Oki, S. Hirano, H. Takano, M. Ota, H. Morohashi, K. Hakamada, S. Urushidani, and M. Mori, “Tele-assessment of bandwidth limitation for remote robotics surgery,” Surgery Today, pp. 1–7, 05 2022.
[11] J. Li, X. Yang, G. Chu, W. Feng, X. Ding, X. Yin, L. Zhang, W. Lv,
L. Ma, L. Sun, R. Feng, J. Qin, X. Zhang, C. Gou, Z. Yu, B. Wei, W. Jiao, Y. Wang, L. Luo, H. Yuan, Y. Chang, Q. Cai, S. Wang, P. C. Giulianotti, Q. Dong, and H. Niu, “Application of improved robot-assisted laparoscopic telesurgery with 5g technology in urology,” European Urology, 2022.
[12] C. Ramırez and R. Reinel, Servicio streaming de video con codificacion H. 265. PhD thesis, Universidad Central “Marta Abreu” de Las Villas, Facultad de Ingenierıa , 2019.
[13] S. Kesavan, s. k. Eswaran, A. Kumar, and K. Vengatesan, “An investigation on adaptive http media streaming quality-of-experience (qoe) and agility using cloud media services,” International Journal of Computers and Applications, pp. 1–14, 02 2019.
[14] W. E. Shabrina, D. Wisaksono Sudiharto, E. Ariyanto, and M. A. Makky, “The qos improvement using cdn for live video streaming with hls,” in 2020 International Conference on Smart Technology and Applications (ICoSTA), pp. 1–5, 2020.
[15] Y. Bandung, Sean, L. B. Subekti, I. G. B. B. Nugraha, and K. Mutijarsa, “Design and implementation of video on demand system based on mpeg dash,” in 2020 International Conference on Information Technology Systems and Innovation (ICITSI), pp. 318–322, 2020.
[16] X. Liu, B. Han, F. Qian, and M. Varvello, “Lime: Understanding commercial 360° live video streaming services,” in Proceedings of the 10th ACM Multimedia Systems Conference, MMSys ’19, (New York, NY, USA), p. 154–164, Association for Computing Machinery, 2019.
[17] S. Li, L. Xu, and S. Zhao, “5g internet of things: A survey,” Journal of Industrial Information Integration, vol. 10, 02 2018.
[18] M. Ayad, S. Medjedoub, B. Mourad, K. Saoudi, and A. Arabi, “Evaluation of 4g / lte mobile network performances based on experimental data,” in 2020 2nd International Workshop on Human-Centric Smart Environments for Health and Well-being (IHSH), pp. 137 141, 2021.
[19] R. Deiny Mardian, M. Suryanegara, and K. Ramli, “Measuring quality of service (qos) and quality of experience (qoe) on 5g technology: A review,” in 2nd IEEE International Conference on Innovative Research and Development, ICIRD 2019, 2nd IEEE International Conference on Innovative Research and Development, ICIRD 2019, (United States),
Institute of Electrical and Electronics Engineers Inc., June 2019. 2nd IEEE International Conference on Innovative Research and Development, ICIRD 2019 ; Conference date: 28-06 2019 Through 30-06-2019.
[20] A. V. Sanchez Bar on, C. Z. Gonzalez Godoy, et al., “Diseno y simu-˜ lacion de red de comunicaci on en la mina de carb on santa mar ıa en el municipio de sogamoso, boyaca,” Universidad Santo Tomas , 2017.
[21] H. F. B. Orozco, J. L. Herrera, and E. A. Hoyos, “Estado del arte de los metodos de evaluaci on de qoe y entornos de emulaci on para el servicio de video en redes lte,” Universidad Catolica de Pereira, Diciembre 2016.
[22] G. Nardini, G. Stea, and A. Virdis, “Scalable real-time emulation of 5g networks with simu5g,” IEEE Access, vol. 9, pp. 148504–148520, 2021.
[23] G. Nardini, D. Sabella, G. Stea, P. Thakkar, and A. Virdis, “Simu5g–an omnet++ library for end-to-end performance evaluation of 5g networks,” IEEE Access, vol. 8, pp. 181176–181191, 2020.
[24] M. Valentina and R. Javier, Simulacion y an alisis del servicio de streaming de video en vivo, durante un proceso de tele-cirugıa usando videos de 360 grados. Tesis de pregrado, Universidad del Cauca, Septiembre 2022.
[25] D. Keremedchiev and L. Kirilov, “Multimedia classroom model for elearning and content creation,” in Multimedia classroom model for elearning and content creation, 12 2020.
[26] H. F. B. Orozco, Modelado de trafico para el servicio de streaming de video en vivo - LVS en redes moviles LTE con calidad de la experiencia . PhD thesis, Universidad del Cauca, Diciembre 2019.
[27] W. O. Leiva and J. E. P. Calderon, “Elaboraci on de videos educativos utilizando obs studio: lectura guiada 2,” researchgate.net, 2020.
[28] P. W. Richards, “The unofficial guide to open broadcaster software,” The Unofficial Guide to OBS, 2021.
[29] A. Kaur and S. Singh, “A survey of streaming protocols for video transmission,” in Proceedings of the International Conference on Data Science, Machine Learning and Artificial Intelligence, pp. 186–191, 2021.
[30] Techopedia, “Bit rate,” in https://www.techopedia.com/definition/2681/bitrate-br, 2018.
[31] 3GPP, “Technical specification group services and system aspects,” in TR 21.915 V15.0.0 Release 15 Description; Summary of Rel-15 Work Items, 2019.
[32] 3GPP, “User equipment (ue) radio transmission and reception; part 2: Range 2 standalone,” in TS 38.101-2 V17.5.0, 2022.
[33] “Adaptive coding and modulation (acm).” https://www.satcomresources. com/acm adaptive-coding-and-modulation.
[34] Y. Wang, W. Liu, and L. Fang, “Adaptive modulation and coding technology in 5g system,” in 2020 International Wireless Communications and Mobile Computing (IWCMC), pp. 159–164, 2020.
[35] N. Patriciello, S. Lagen, L. Giupponi, and B. Bojovic, “5g new radio numerologies and their impact on the end-to-end latency,” in 2018 IEEE 23rd international workshop on computer aided modeling and design of communication links and networks (CAMAD), pp. 1–6, IEEE, 2018.
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