Satellite-5G Integration: A Network Perspective
Abstract
Future 5G mobile communication systems are expected to integrate different radio access technologies, including the satellite component. Within the 5G framework, the terrestrial services can be augmented with the development of HTS systems and new mega-constellations meeting 5G requirements, such as high bandwidth, low latency, and increased coverage including rural areas, air, and seas. This article provides an overview of the current 5G initiatives and projects followed by a proposed architecture for 5G satellite networks where the SDN/NFV approach facilitates the integration with the 5G terrestrial system. In addition, a novel technique based on network coding is analyzed for the joint exploitation of multiple paths in such an integrated satellite-terrestrial system. For TCP-based applications, an analytical model is presented to achieve an optimal traffic split between terrestrial and satellite paths and optimal redundancy levels.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Uneven traffic distribution results in some beams lacking required capacity while other beams exceed required capacity or waste resources.
“This results in a system where some beams lack the required capacity, i.e., not meeting the traffic demands, whereas other beams overcome the required capacity or, simply, wasting resources [176-178].”
From Applications and Challenges of Artificial Intelligence in Space Missions (2024) · cites this paper as [176]
Cites
A Survey of 5G Network: Architecture and Emerging Technologies
Gupta, A., & Jha, R. K. (2015) · IEEE Access · doi:10.1109/access.2015.2461602 · Cited by 2,420 · see citing works
SDN/NFV-enabled satellite communications networks: Opportunities, scenarios and challenges
Ferrús, R., Koumaras, H. G., Sallent, O., Agapiou, G. S., Rasheed, T. M., Kourtis, M., Boustie, C., Gélard, P., & Ahmed, T. (2015) · Physical Communication · doi:10.1016/j.phycom.2015.10.007 · Cited by 193 · see citing works
TCP extensions for long-delay paths
Jacobson, V. L., & Braden, R. (1988) · doi:10.17487/rfc1072 · Cited by 185 · see citing works
Leveraging Commercial Broadband LEO Constellations for Navigating
Reid, T., Neish, A. M., Walter, T., & Enge, P. (2016) · Proceedings of the Satellite Division's International Technical Meeting (Online)/Proceedings of the Satellite Division's International Technical Meeting (CD-ROM) · doi:10.33012/2016.14729 · Cited by 149 · see citing works
Evans, B. G., Onireti, O., Spathopoulos, T., & Imran, M. A. (2015) · European Signal Processing Conference (EUSIPCO) · doi:10.1109/eusipco.2015.7362886 · Cited by 127 · see citing works
Network and Protocol Architectures for Future Satellite Systems
de Cola, T., Ginesi, A., Giambene, G., Polyzos, G. C., Siris, V. A., Fotiou, N., & Thomas, Y. (2017) · Foundations and Trends® in Networking · doi:10.1561/1300000046 · Cited by 35 · see citing works
Self-citationZiaragkas, G., Poziopoulou, G., Núñez‐Martínez, J., Baranda, J., Moreno, I., Tsinos, C. G., Maleki, S., Sharma, S. K., Alodeh, M., & Chatzinotas, S. (2017) · International Journal of Satellite Communications and Networking · doi:10.1002/sat.1207 · Cited by 22 · see citing works
Network and Protocol Architectures for Future Satellite Systems
de Cola, T., Ginesi, A., Giambene, G., Polyzos, G. C., Siris, V. A., Fotiou, N., & Thomas, Y. (2017) · now publishers, Inc. eBooks · doi:10.1561/9781680833355 · Cited by 21 · see citing works
Self-citationTransport layer performance combining multipath and network coding in mobile satellite networks
Giambene, G., Luong, D. K., Le, V. A., de Cola, T., & Muhammad, M. (2017) · International Journal of Satellite Communications and Networking · doi:10.1002/sat.1231 · Cited by 12 · see citing works
Self-citationKuhn, N., & Lochin, E. (2018) · Cited by 7 · see citing works
Flagged first, then by citations
1 of the 11 references couldn’t be matched to a known paper.
Cited by
Sorted by citations
Towards 6G wireless communication networks: vision, enabling technologies, and new paradigm shifts
You, X., Wang, C., Huang, J., Gao, X., Zhang, Z., Wang, M., Huang, Y., Zhang, C., Jiang, Y., Wang, J., et al. (2020) · Science China Information Sciences · doi:10.1007/s11432-020-2955-6 · Cited by 2,058 · see citing works
Satellite Communications in the New Space Era: A Survey and Future Challenges
Kodheli, O., Lagunas, E., Maturo, N., Sharma, S. K., R., B. S. M., Montoya, J. F. M., Duncán, J. C. M., Spano, D., Chatzinotas, S., Kisseleff, S., et al. (2020) · IEEE Communications Surveys & Tutorials · doi:10.1109/comst.2020.3028247 · Cited by 1,596 · see citing works
Chaccour, C., Soorki, M. N., Saad, W., Bennis, M., Popovski, P., & Debbah, M. A. (2022) · IEEE Communications Surveys & Tutorials · doi:10.1109/comst.2022.3143454 · Cited by 509 · see citing works
Integrated Satellite-Terrestrial Networks Toward 6G: Architectures, Applications, and Challenges
Zhu, X., & Jiang, C. (2021) · IEEE Internet of Things Journal · doi:10.1109/jiot.2021.3126825 · Cited by 463 · see citing works
Non-Terrestrial Networks in 5G & Beyond: A Survey
Rinaldi, F., Määttänen, H., Torsner, J., Pizzi, S., Andreev, S. D., Iera, A., Koucheryavy, Y. A., & Araniti, G. (2020) · IEEE Access · doi:10.1109/access.2020.3022981 · Cited by 437 · see citing works
A Survey on Nongeostationary Satellite Systems: The Communication Perspective
Al-Hraishawi, H., Chougrani, H., Kisseleff, S., Lagunas, E., & Chatzinotas, S. (2022) · IEEE Communications Surveys & Tutorials · doi:10.1109/comst.2022.3197695 · Cited by 386 · see citing works
Aerospace Integrated Networks Innovation for Empowering 6G: A Survey and Future Challenges
Zhou, D., Sheng, M., Li, J., & Han, Z. (2023) · IEEE Communications Surveys & Tutorials · doi:10.1109/comst.2023.3245614 · Cited by 315 · see citing works
Satellite-Terrestrial Integrated Edge Computing Networks: Architecture, Challenges, and Open Issues
Xie, R., Tang, Q., Wang, Q., Liu, X., Yu, F. R., & Huang, T. (2020) · IEEE Network · doi:10.1109/mnet.011.1900369 · Cited by 281 · see citing works
Physical-Layer Security in Space Information Networks: A Survey
Li, B., Fei, Z., Zhou, C., & Zhang, Y. (2019) · IEEE Internet of Things Journal · doi:10.1109/jiot.2019.2943900 · Cited by 270 · see citing works
Fang, X., Feng, W., Wei, T., Chen, Y., Ge, N., & Wang, C. (2021) · IEEE Internet of Things Journal · doi:10.1109/jiot.2021.3068596 · Cited by 269 · see citing works
Performance Analysis of Coded OTFS Systems Over High-Mobility Channels
Li, S., Yuan, J., Yuan, W., Wei, Z., Bai, B., & Ng, D. W. K. (2021) · IEEE Transactions on Wireless Communications · doi:10.1109/twc.2021.3071493 · Cited by 226 · see citing works
Inter-Plane Inter-Satellite Connectivity in Dense LEO Constellations
Leyva‐Mayorga, I., Soret, B., & Popovski, P. (2021) · IEEE Transactions on Wireless Communications · doi:10.1109/twc.2021.3050335 · Cited by 168 · see citing works
Joint HAP Access and LEO Satellite Backhaul in 6G: Matching Game-Based Approaches
Jia, Z., Sheng, M., Li, J., Zhou, D., & Han, Z. (2020) · IEEE Journal on Selected Areas in Communications · doi:10.1109/jsac.2020.3018824 · Cited by 168 · see citing works
Huang, C. X., Chen, G., Xiao, P., Xiao, Y., Han, Z., & Chambers, J. A. (2024) · IEEE Journal on Selected Areas in Communications · doi:10.1109/jsac.2024.3365899 · Cited by 168 · see citing works
Zhang, H., Liu, R., Kaushik, A., & Gao, X. (2023) · IEEE Internet of Things Journal · doi:10.1109/jiot.2022.3233383 · Cited by 163 · see citing works
QoE-Aware Efficient Content Distribution Scheme For Satellite-Terrestrial Networks
Jiang, D., Wang, F., Lv, Z., Mumtaz, S., Al–Rubaye, S., Tsourdos, A., & Dobre, O. A. (2021) · IEEE Transactions on Mobile Computing · doi:10.1109/tmc.2021.3074917 · Cited by 161 · see citing works
An Overview of Emergency Communication Networks
Wang, Q., Li, W., Yu, Z., Abbasi, Q. H., Imran, M. A., Ansari, S., Sambo, Y. A., Wu, L., Li, Q., & Zhu, T. (2023) · Remote Sensing · doi:10.3390/rs15061595 · Cited by 152 · see citing works
A Road towards 6G Communication—A Review of 5G Antennas, Arrays, and Wearable Devices
Ikram, M., Sultan, K. S., Lateef, M. F., & Alqadami, A. S. M. (2022) · Electronics · doi:10.3390/electronics11010169 · Cited by 141 · see citing works
Machine-Learning-Enabled Intrusion Detection System for Cellular Connected UAV Networks
Shrestha, R., Omidkar, A., Roudi, S. A., Abbas, H., & Kim, S. (2021) · Electronics · doi:10.3390/electronics10131549 · Cited by 138 · see citing works
Dicandia, F. A., Fonseca, N. J. G., Bacco, M., Mugnaini, S., & Genovesi, S. (2022) · Sensors · doi:10.3390/s22093136 · Cited by 120 · see citing works
Energy Efficient Beamforming Schemes for Satellite-Aerial-Terrestrial Networks
Huang, Q., Lin, M., Wang, J.-B., Tsiftsis, T. A., & Wang, J. (2020) · IEEE Transactions on Communications · doi:10.1109/tcomm.2020.2978044 · Cited by 115 · see citing works
Hybrid intrusion detection system for edge-based IIoT relying on machine-learning-aided detection
Yao, H., Gao, P., Zhang, P., Wang, J., Jiang, C., & Lu, L. (2019) · IEEE Network · doi:10.1109/mnet.001.1800479 · Cited by 113 · see citing works
MIMO Applications for Multibeam Satellites
Schwarz, R. T., Delamotte, T., Storek, K.-U., & Knopp, A. (2019) · IEEE Transactions on Broadcasting · doi:10.1109/tbc.2019.2898150 · Cited by 113 · see citing works
Satellite-Terrestrial Integrated 6G: An Ultra-Dense LEO Networking Management Architecture
Ma, T., Qian, B., Qin, X., Liu, X., Zhou, H., & Zhao, L. Y. (2022) · IEEE Wireless Communications · doi:10.1109/mwc.011.2200198 · Cited by 108 · see citing works
Multi-Satellite MIMO Systems for Direct Satellite-to-Device Communications: A Survey
Bakhsh, Z. M., Omid, Y., Chen, G., Kayhan, F., Ma, Y., & Tafazolli, R. (2024) · IEEE Communications Surveys & Tutorials · doi:10.1109/comst.2024.3449430 · Cited by 108 · see citing works
Service Coverage for Satellite Edge Computing
Li, Q., Wang, S., Ma, X., Sun, Q., Wang, H., Cao, S., & Yang, F. (2021) · IEEE Internet of Things Journal · doi:10.1109/jiot.2021.3085129 · Cited by 106 · see citing works
On the Performance of Cache-Enabled Hybrid Satellite-Terrestrial Relay Networks
An, K., Li, Y., Yan, X., & Liang, T. (2019) · IEEE Wireless Communications Letters · doi:10.1109/lwc.2019.2924631 · Cited by 101 · see citing works
Emerging Technologies for Next Generation Remote Health Care and Assisted Living
Ahmad, I., Asghar, Z., Kumar, T., Li, G., Manzoor, A., Mikhaylov, K., Shah, S. A., Höyhtyä, M., Reponen, J., Huusko, J., et al. (2022) · IEEE Access · doi:10.1109/access.2022.3177278 · Cited by 101 · see citing works
The Application of Power-Domain Non-Orthogonal Multiple Access in Satellite Communication Networks
Yan, X., An, K., Liang, T., Zheng, G., Ding, Z., Chatzinotas, S., & Liu, Y. (2019) · IEEE Access · doi:10.1109/access.2019.2917060 · Cited by 98 · see citing works
Zhang, Y., Zhang, H., Zhou, H., Long, K., & Karagiannidis, G. K. (2022) · IEEE Journal on Selected Areas in Communications · doi:10.1109/jsac.2022.3145810 · Cited by 97 · see citing works
Borralho, R., Mohamed, A., Quddus, A. U., Vieira, P. A., & Tafazolli, R. (2021) · IEEE Communications Surveys & Tutorials · doi:10.1109/comst.2021.3053464 · Cited by 94 · see citing works
Integrated Resource Management for Terrestrial-Satellite Systems
Fu, S., Gao, J., & Zhao, L. Y. (2020) · IEEE Transactions on Vehicular Technology · doi:10.1109/tvt.2020.2964659 · Cited by 88 · see citing works
Wang, W., Tong, Y., Li, L., Lu, A.-A., You, L., & Gao, X. (2019) · IEEE Access · doi:10.1109/access.2019.2935038 · Cited by 86 · see citing works
Integrated Satellite-Terrestrial Networks: Architectures, Key Techniques, and Experimental Progress
Sun, Y., Peng, M., Zhang, S., Lin, G., & Zhang, P. (2022) · IEEE Network · doi:10.1109/mnet.106.2100622 · Cited by 85 · see citing works
Multi-Satellite Cooperative Networks: Joint Hybrid Beamforming and User Scheduling Design
Zhang, X., Sun, S. D., Tao, M., Huang, Q., & Tang, X. (2024) · IEEE Transactions on Wireless Communications · doi:10.1109/twc.2023.3346463 · Cited by 79 · see citing works
Location-Based Timing Advance Estimation for 5G Integrated LEO Satellite Communications
Wang, W., Chen, T., Ding, R., Seco‐Granados, G., You, L., & Gao, X. (2021) · IEEE Transactions on Vehicular Technology · doi:10.1109/tvt.2021.3079936 · Cited by 76 · see citing works
SatEC: A 5G Satellite Edge Computing Framework Based on Microservice Architecture
Yan, L., Cao, S., Gong, Y., Han, H., Wei, J., Zhao, Y., & Yang, S. (2019) · Sensors · doi:10.3390/s19040831 · Cited by 75 · see citing works
Multiband Reconfigurable Antennas for 5G Wireless and CubeSat Applications: A Review
Ramahatla, K., Mosalaosi, M., Yahya, A., & Basutli, B. (2022) · IEEE Access · doi:10.1109/access.2022.3166223 · Cited by 75 · see citing works
QoS Optimisation of eMBB Services in Converged 5G-Satellite Networks
de Cola, T., & Bisio, I. (2020) · IEEE Transactions on Vehicular Technology · doi:10.1109/tvt.2020.3011963 · Cited by 69 · see citing works
Applications and Challenges of Artificial Intelligence in Space Missions
Oche, P. A., Ewa, G. A., & Ibekwe, N. (2024) · IEEE Access · doi:10.1109/access.2021.3132500 · Cited by 68 · see citing works
“Cognitive communication architectures will undoubtedly play a critical role in future space missions, providing seamless internetworking services for communication and navigation from within Earth‘s orbit out [175], [25, 180].”
BackgroundCognitive Service Architecture for 6G Core Network
Li, Y., Huang, J., Sun, Q., Sun, T., & Wang, S. (2021) · IEEE Transactions on Industrial Informatics · doi:10.1109/tii.2021.3063697 · Cited by 67 · see citing works
Outage Probability for OTFS Based Downlink LEO Satellite Communication
Shi, J. D., Hu, J., Yang, Y., Xue, X., Liang, W. J., & Li, Z. (2022) · IEEE Transactions on Vehicular Technology · doi:10.1109/tvt.2022.3144466 · Cited by 67 · see citing works
Towards a Unified Framework for Physical Layer Security in 5G and Beyond Networks
Solaija, M. S. J., Salman, H., & Arslan, H. (2022) · IEEE Open Journal of Vehicular Technology · doi:10.1109/ojvt.2022.3183218 · Cited by 67 · see citing works
Should We Worry About Interference in Emerging Dense NGSO Satellite Constellations?
Braun, C., Voicu, A. M., Simić, L., & Mähönen, P. (2019) · IEEE International Symposium on Dynamic Spectrum Access Networks · doi:10.1109/dyspan.2019.8935875 · Cited by 65 · see citing works
Deep Reinforcement Learning-based Satellite Handover Scheme for Satellite Communications
Wang, J., Mu, W., Liu, Y., Guo, L., Zhang, S., & Gui, G. (2021) · International Conference on Wireless Communications and Signal Processing (WCSP) · doi:10.1109/wcsp52459.2021.9613411 · Cited by 64 · see citing works
Role and Evolution of Non-Terrestrial Networks Toward 6G Systems
Guidotti, A., Vanelli‐Coralli, A., Jaafari, M. E., Chuberre, N., Puttonen, J., Schena, V., Rinelli, G., & Cioni, S. (2024) · IEEE Access · doi:10.1109/access.2024.3389459 · Cited by 64 · see citing works
Integrated 5G-Satellite Networks: A Perspective on Physical Layer Reliability and Security
Lin, M., Huang, Q., de Cola, T., Wang, J.-B., Wang, J., Guizani, M., & Wang, J. (2020) · IEEE Wireless Communications · doi:10.1109/mwc.001.2000143 · Cited by 63 · see citing works
A Survey on Rural Internet Connectivity in India
Kumar, S. K. A., Ihita, G. V., Chaudhari, S., & Paventhan, A. (2022) · International Conference on Communication Systems & Networks (COMSNETS) · doi:10.1109/comsnets53615.2022.9668358 · Cited by 63 · see citing works
Multi-Connectivity for 5G Networks and Beyond: A Survey
Sylla, T., Mendiboure, L., Maaloul, S., Aniss, H., Chalouf, M. A., & Delbruel, S. (2022) · Sensors · doi:10.3390/s22197591 · Cited by 63 · see citing works
Zhou, F., Li, X., Alazab, M., Jhaveri, R. H., & Guo, K. (2022) · IEEE Transactions on Intelligent Vehicles · doi:10.1109/tiv.2022.3225466 · Cited by 61 · see citing works
Hybrid Antenna Using Open-Ended Slot for Integrated 4G/5G Mobile Application
Ikram, M., Nguyen‐Trong, N., & Abbosh, A. M. (2020) · IEEE Antennas and Wireless Propagation Letters · doi:10.1109/lawp.2020.2978181 · Cited by 59 · see citing works
Imaz-Lueje, B., Prado, D. R., Arrebola, M., & Pino, M. R. (2020) · Scientific Reports · doi:10.1038/s41598-020-78501-0 · Cited by 58 · see citing works
A 17.3–20.2-GHz GaN-Si MMIC Balanced HPA for Very High Throughput Satellites
Giofrè, R., Colantonio, P., Costanzo, F., Vitobello, F., Lòpez, M., & Cabrìa, L. (2021) · IEEE Microwave and Wireless Components Letters · doi:10.1109/lmwc.2020.3047211 · Cited by 58 · see citing works
Performance Analysis of Satellite Communication Systems With Randomly Located Ground Users
Na, D.-H., Park, K., Ko, Y., & Alouini, M. (2021) · IEEE Transactions on Wireless Communications · doi:10.1109/twc.2021.3098540 · Cited by 55 · see citing works
Load Balancing for 5G Integrated Satellite-Terrestrial Networks
Shahid, S. M., Seyoum, Y. T., Won, S. H., & Kwon, S. (2020) · IEEE Access · doi:10.1109/access.2020.3010059 · Cited by 54 · see citing works
A survey on space-aerial-terrestrial integrated 5G networks
Zhang, S., Zhu, D., & Wang, Y. (2020) · Computer Networks · doi:10.1016/j.comnet.2020.107212 · Cited by 53 · see citing works
Ren, X., Cao, J. P., Ma, R., Luo, Y., Guan, J., Zhang, Y., & Li, H. (2023) · IEEE Transactions on Network and Service Management · doi:10.1109/tnsm.2023.3246732 · Cited by 52 · see citing works
The path to 5G-Advanced and 6G Non-Terrestrial Network systems
Guidotti, A., Vanelli‐Coralli, A., Schena, V., Chuberre, N., Jaafari, M. E., Puttonen, J., & Cioni, S. (2022) · Advanced Satellite Multimedia Systems Conference and the Signal Processing for Space Communications Workshop (ASMS/SPSC) · doi:10.1109/asms/spsc55670.2022.9914764 · Cited by 51 · see citing works
Task Offloading and Resource Allocation for Satellite-Terrestrial Integrated Networks
Lyu, T., Xu, Y., Liu, F., Xu, H., & Han, Z. (2024) · IEEE Internet of Things Journal · doi:10.1109/jiot.2024.3465656 · Cited by 50 · see citing works
Evolution of High-Throughput Satellite Systems: A Vision of Programmable Regenerative Payload
Yahia, O. B., Garroussi, Z., Bélanger, O., Sansò, B., Frigon, J., Martel, S., Lesage‐Landry, A., & Kurt, G. K. (2024) · IEEE Communications Surveys & Tutorials · doi:10.1109/comst.2024.3450292 · Cited by 49 · see citing works
Modeling and Analysis of Downlink Communications in a Heterogeneous LEO Satellite Network
Choi, C.-S. (2024) · IEEE Transactions on Wireless Communications · doi:10.1109/twc.2024.3351876 · Cited by 48 · see citing works
Future of Connectivity: A Comprehensive Review of Innovations and Challenges in 7G Smart Networks
Chamola, V., Peelam, M. S., Guizani, M., & Niyato, D. T. (2025) · IEEE Open Journal of the Communications Society · doi:10.1109/ojcoms.2025.3560035 · Cited by 46 · see citing works
Artificial Intelligence (AI)-Centric Management of Resources in Modern Distributed Computing Systems
Ilager, S., Muralidhar, R., & Buyya, R. (2020) · IEEE Cloud Summit · doi:10.1109/ieeecloudsummit48914.2020.00007 · Cited by 43 · see citing works
Khalid, M., Ali, J., & Roh, B. (2024) · IEEE Internet of Things Magazine · doi:10.1109/iotm.001.2300190 · Cited by 42 · see citing works
An Analytic Approach for Modeling Uplink Performance of Mega Constellations
Jia, H., Jiang, C., Kuang, L., & Lü, J. (2022) · IEEE Transactions on Vehicular Technology · doi:10.1109/tvt.2022.3214275 · Cited by 41 · see citing works
Huang, C. X., Chen, G., Xiao, P., Chambers, J. A., & Huang, W. (2024) · IEEE Journal on Selected Areas in Communications · doi:10.1109/jsac.2024.3459086 · Cited by 39 · see citing works
Shah, H. A., Zhao, L. Y., & Kim, I. (2021) · IEEE Transactions on Vehicular Technology · doi:10.1109/tvt.2021.3071983 · Cited by 39 · see citing works
Multiple gateway placement in large‐scale constellation networks with inter‐satellite links
Chen, Q., Yang, L., Liu, X., Guo, J., Wu, S., & Chen, X. (2020) · International Journal of Satellite Communications and Networking · doi:10.1002/sat.1353 · Cited by 38 · see citing works
Joint User Pairing and Power Allocation for NOMA-Based GEO and LEO Satellite Network
Ge, R., Bian, D., Cheng, J., An, K., Hu, J. F., & Li, G. (2021) · IEEE Access · doi:10.1109/access.2021.3078458 · Cited by 38 · see citing works
Ortíz, F., Tarchi, D., Rodríguez‐Osorio, R. M., Vanelli‐Coralli, A., Salas‐Natera, M. A., & Ayala, S. L. (2021) · IEEE Transactions on Cognitive Communications and Networking · doi:10.1109/tccn.2021.3087586 · Cited by 38 · see citing works
Al-Hraishawi, H., Chatzinotas, S., & Ottersten, B. (2021) · IEEE International Conference on Communications workshops · doi:10.1109/iccworkshops50388.2021.9473786 · Cited by 37 · see citing works
Review and Perspectives of Micro/Nano Technologies as Key-Enablers of 6G
Iannacci, J., & Poor, H. V. (2022) · IEEE Access · doi:10.1109/access.2022.3176348 · Cited by 36 · see citing works
Downlink Cooperative MIMO in LEO Satellites
Richter, R., Bergel, I., Noam, Y., & Zehavi, E. (2020) · IEEE Access · doi:10.1109/access.2020.3039598 · Cited by 33 · see citing works
Satellite-MEC Integration for 6G Internet of Things: Minimal Structures, Advances, and Prospects
Lin, Y., Feng, W., Wang, Y., Chen, Y., Zhu, Y., Zhang, X., Ge, N., & Gao, Y. (2024) · IEEE Open Journal of the Communications Society · doi:10.1109/ojcoms.2024.3418860 · Cited by 32 · see citing works
Outage Performance of 3D Mobile UAV Caching for Hybrid Satellite-Terrestrial Networks
Sharma, P. K., Gupta, D., & Kim, D. I. (2021) · IEEE Transactions on Vehicular Technology · doi:10.1109/tvt.2021.3089742 · Cited by 32 · see citing works
Performance Analysis of IoT-Based Overlay Satellite-Terrestrial Networks Under Interference
Sharma, P. K., Yogesh, B., Gupta, D., & Kim, D. I. (2021) · IEEE Transactions on Cognitive Communications and Networking · doi:10.1109/tccn.2021.3052507 · Cited by 32 · see citing works
Sum Secrecy Rate Maximization in NOMA-Based Cognitive Satellite-Terrestrial Network
Li, H., Zhao, S., Li, Y., & Peng, C. (2021) · IEEE Wireless Communications Letters · doi:10.1109/lwc.2021.3097583 · Cited by 31 · see citing works
Guo, C., Gong, C., Xu, H., Zhang, L., & Han, Z. (2022) · IEEE Transactions on Wireless Communications · doi:10.1109/twc.2022.3146452 · Cited by 31 · see citing works
Guest editorial: 6G mobile networks: Emerging technologies and applications
Liang, Y., Niyato, D. T., Larsson, E. G., & Popovski, P. (2020) · China Communications · doi:10.23919/jcc.2020.9205979 · Cited by 31 · see citing works
Mahbub, M., Saym, M. M., Jahan, S., Paul, A. K., Vahid, A., Hosseinalipour, S., Barua, B., Yeh, H., Shubair, R. M., & Taleb, T. (2025) · Journal of Network and Computer Applications · doi:10.1016/j.jnca.2025.104131 · Cited by 30 · see citing works
Distributed User Association With Grouping in Satellite–Terrestrial Integrated Networks
Dai, C., Li, S., Wu, J., & Chen, Q. (2021) · IEEE Internet of Things Journal · doi:10.1109/jiot.2021.3122939 · Cited by 29 · see citing works
Service Coordination in the Space-Air-Ground Integrated Network
Guo, Y., Li, Q., Li, Y., Zhang, N., & Wang, S. (2021) · IEEE Network · doi:10.1109/mnet.111.2100153 · Cited by 29 · see citing works
Smart Edge Computing for 5 g/6 g Satellite IOT for Reducing Inter Transmission Delay
Mohammed, A. S., Venkatachalam, K., Hubálovský, Š., Trojovský, P., & Prabu, P. (2022) · Mobile Networks and Applications · doi:10.1007/s11036-021-01860-z · Cited by 29 · see citing works
Scalable Cell-Free Massive MIMO Networks With LEO Satellite Support
Riera-Palou, F., Femenias, G., Caus, M., Shaat, M., & Pérez-Neira, A. I. (2022) · IEEE Access · doi:10.1109/access.2022.3164097 · Cited by 29 · see citing works
Smart Diversity Through MIMO Satellite $Q/V$-Band Feeder Links
Delamotte, T., & Knopp, A. (2019) · IEEE Transactions on Aerospace and Electronic Systems · doi:10.1109/taes.2019.2914535 · Cited by 28 · see citing works
TAKAHASHI, M., Kawamoto, Y., Kato, N., Miura, A., & Toyoshima, M. (2021) · IEEE Transactions on Wireless Communications · doi:10.1109/twc.2021.3093878 · Cited by 28 · see citing works
Space debris detection over intersatellite communication signals
Anttonen, A., Kiviranta, M., & Höyhtyä, M. (2021) · Acta Astronautica · doi:10.1016/j.actaastro.2021.06.023 · Cited by 27 · see citing works
Optimal User Pairing and Power Allocation in 5G Satellite Random Access Networks
Zhao, B. W., Dong, X., Ren, G., & Liu, J. (2021) · IEEE Transactions on Wireless Communications · doi:10.1109/twc.2021.3126579 · Cited by 27 · see citing works
Multibeam Satellite Communications With Energy Efficiency Optimization
Qi, C., Yang, Y., Ding, R., Jin, S., & Liu, D. (2022) · IEEE Communications Letters · doi:10.1109/lcomm.2022.3148417 · Cited by 27 · see citing works
Peng, C., He, Y., Zhao, S., Song, L., & Deng, B. (2022) · IEEE Network · doi:10.1109/mnet.105.2100614 · Cited by 27 · see citing works
Energy Efficient Communications for Reliable IoT Multicast 5G/Satellite Services
Chiti, F., Fantacci, R., & Pierucci, L. (2019) · Future Internet · doi:10.3390/fi11080164 · Cited by 27 · see citing works
5G Aerial Component for IoT Support in Remote Rural Areas
Giambene, G., Addo, E. O., & Kota, S. L. (2019) · IEEE 5G World Forum (5GWF) · doi:10.1109/5gwf.2019.8911667 · Cited by 26 · see citing works
Self-citationConvolutional Neural Networks for Flexible Payload Management in VHTS Systems
Ortiz-Gomez, F. G., Tarchi, D., Martínez, R., Vanelli-Coralli, A., Salas-Natera, M. A., & Landeros-Ayala, S. (2021) · IEEE Systems Journal · doi:10.1109/jsyst.2020.3020038 · Cited by 26 · see citing works
Caching-Aware Intelligent Handover Strategy for LEO Satellite Networks
Leng, T., Xu, Y., Cui, G., & Wang, W. (2021) · Remote Sensing · doi:10.3390/rs13112230 · Cited by 26 · see citing works
A Stateless Design of Satellite–Terrestrial Integrated Core Network and Its Deployment Strategy
Liu, Y., Wang, L., Lu, Z., Du, K., & Shou, G. (2023) · IEEE Transactions on Network and Service Management · doi:10.1109/tnsm.2023.3318569 · Cited by 26 · see citing works
5G Beyond 3GPP Release 15 for Connected Automated Mobility in Cross-Border Contexts
Vélez, G., Martín, Á., Pastor, G., & Mutafungwa, E. (2020) · Sensors · doi:10.3390/s20226622 · Cited by 25 · see citing works
Akhmetkaziyev, Y., Nauryzbayev, G., Arzykulov, S., Eltawil, A. M., Rabie, K. M., & Li, X. (2021) · IEEE Access · doi:10.1109/access.2021.3061278 · Cited by 25 · see citing works
Völk, F., Liolis, K. P., Corici, M., Cahill, J., Schwarz, R. T., Schlichter, T., Troudt, E., & Knopp, A. (2019) · Future Internet · doi:10.3390/fi11090193 · Cited by 25 · see citing works
Outage Analysis for OTFS-based Single User and Multi-User Transmissions
Chong, R., Li, S., Yuan, W., & Yuan, J. (2022) · IEEE International Conference on Communications workshops · doi:10.1109/iccworkshops53468.2022.9814545 · Cited by 24 · see citing works
From earth to space: A first deployment of 5G core network on satellite
Xing, R., Ma, X., Zhou, A., Dustdar, S., & Wang, S. (2023) · China Communications · doi:10.23919/jcc.2023.00.001 · Cited by 24 · see citing works
- Authors
- Giambene, G., Kota, S., & Pillai, P.
- Affiliations
- University of Siena (IT)
- University of Wolverhampton (GB)
- Venue
- IEEE Network
- Published
- 2018-09
- Volume
- 32
- Issue
- 5
- Pages
- 25-31
- ISSN
- 0890-8044 (ISSN-L)
- 1558-156X
- OpenAlex
- W2892656107
- Cited by
- 341
- References
- 11
- Citations by year
- 2026: 18 · 2025: 30 · 2024: 47 · 2023: 37 · 2022: 65 · 2021: 63 · 2020: 45 · 2019: 36
- FWCI
- 29.28
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- IEEE Network (publishedVersion)
- Use Siena air (University of Siena) (submittedVersion)
- Wolverhampton Intellectual Repository and E-Theses (University of Wolverhampton) (submittedVersion)
- Topics
- Physical Sciences › Engineering › Aerospace Engineering › Satellite Communication Systems
- Physical Sciences › Computer Science › Computer Networks and Communications › Software-Defined Networks and 5G
- Physical Sciences › Engineering › Media Technology › Telecommunications and Broadcasting Technologies
- Keywords
- 5G, high throughput satellites, mega-constellations, satellite-terrestrial integration, software-defined networking, network function virtualization, network coding, TCP performance, redundancy, low latency, rural coverage
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review