Enhancing Satellite Communication through MANETs: A Comprehensive Analysis of Optimization Approaches and their Impact on Network Performance
International Journal of Electronics and Communication Engineering |
© 2024 by SSRG - IJECE Journal |
Volume 11 Issue 10 |
Year of Publication : 2024 |
Authors : Tanay Jaiswal, N.R. Kidwai |
How to Cite?
Tanay Jaiswal, N.R. Kidwai, "Enhancing Satellite Communication through MANETs: A Comprehensive Analysis of Optimization Approaches and their Impact on Network Performance," SSRG International Journal of Electronics and Communication Engineering, vol. 11, no. 10, pp. 1-23, 2024. Crossref, https://doi.org/10.14445/23488549/IJECE-V11I10P101
Abstract:
Satellite communication is critical in modern telecommunications, whereas Mobile Ad hoc Networks (MANETs) are a dynamic and decentralized wireless communication infrastructure used in both civilian and military settings. This article investigates the integration of MANETs with satellite communication systems to address the inherent issues that satellite networks provide. The goal is to identify the synergies between various technologies, categorize optimization techniques, and analyze their influence on network performance. The study emphasizes the development of a comprehensive approach that includes numerous optimization strategies in a hybrid manner. It delves into the continuous emphasis on interoperability among various systems, assessing how they complement one another and the potential performance trade-offs. The findings provide insights that promise to advance the field by giving innovative techniques for improvement. The study focuses on the creation of a complete methodology that incorporates several optimization techniques. It dives into the ongoing emphasis on the interoperability of different systems, evaluating how they complement one another and the potential performance trade-offs. The findings give insights that have the potential to progress the discipline by proposing novel ideas to improve the efficiency and reliability of satellite networks. Furthermore, the paper provides optimization issues for various performance characteristics, which are presented as a series of nonlinear optimization problems. These challenges seek to improve resource use and overall satellite network performance. The study recommends that future research prioritize compatibility, the lack of conflicts across techniques, and improvements over the present system.
Keywords:
Mobile Ad-hoc Network, Performance parameters, Routing protocols, Security, Wireless communication.
References:
[1] Yuan Liu et al., “Detection of Spectrum Misuse Behavior in Satellite-Terrestrial Spectrum Sensing Based on Multi-Hypothesis Tests,” IEEE Access, vol. 8, pp. 50399-50413, 2020.
[CrossRef] [Google Scholar] [Publisher Link]
[2] Peng Wang et al., “Convergence of Satellite and Terrestrial Networks: A Comprehensive Survey,” IEEE Access, vol. 8, pp. 5550-5588, 2020.
[CrossRef] [Google Scholar] [Publisher Link]
[3] Yeqiu Xiao, Jin Liu, and Shuangrui Zhao, “Security-Reliability Tradeoffs for Dual-Hop Satellite Communication Systems with AF Relaying Protocol,” Journal of Networking and Network Applications, vol. 2, no. 2, pp. 68-77, 2022.
[CrossRef] [Google Scholar] [Publisher Link]
[4] Debin Wei et al., “Satellite Network Resource Association Analysis and Collaborative Optimization Method,” Proceedings of the 3rd International Conference on Computer Engineering, Information Science & Application Technology (ICCIA 2019), vol. 90, pp. 42-52, 2019.
[CrossRef] [Google Scholar] [Publisher Link]
[5] Hayder Al-Hraishawi, Symeon Chatzinotas, and Björn Ottersten, “Broadband Non-Geostationary Satellite Communication Systems: Research Challenges and Key Opportunities,” 2021 IEEE International Conference on Communications Workshops (ICC Workshops), Montreal, QC, Canada, pp. 1-6, 2021.
[CrossRef] [Google Scholar] [Publisher Link]
[6] Pietro Tedeschi, Savio Sciancalepore, and Roberto Di Pietro, “Satellite-based Communications Security: A Survey of Threats, Solutions, and Research Challenges,” Computer Networks, vol. 216, pp. 1-18, 2022.
[CrossRef] [Google Scholar] [Publisher Link]
[7] Anas A. Bisu et al., “A Framework for End-to-End Latency Measurements in a Satellite Network Environment,” 2018 IEEE International Conference on Communications (ICC), Kansas City, MO, USA, pp. 1-6, 2018.
[CrossRef] [Google Scholar] [Publisher Link]
[8] Riccardo De Gaudenzi, Marco Luise, and Luca Sanguinetti, “The Open Challenge of Integrating Satellites into (Beyond-) 5G Cellular Networks,” IEEE Network, vol. 36, no. 2, pp. 168-174, 2022.
[CrossRef] [Google Scholar] [Publisher Link]
[9] Joan A. Ruiz-De-Azúa, Adriano Camps, and Anna Calveras Augé, “Benefits of Using Mobile Ad-Hoc Network Protocols in Federated Satellite Systems for Polar Satellite Missions,” IEEE Access, vol. 6, pp. 56356-56367, 2018.
[CrossRef] [Google Scholar] [Publisher Link]
[10] Xiushe Zhang et al., “Virtual Agent Clustering Based Mobility Management over the Satellite Networks,” IEEE Access, vol. 7, pp. 89544 89555, 2019.
[CrossRef] [Google Scholar] [Publisher Link]
[11] Jia Liu, Yang Xu, and Zhao Li, “Resource Allocation for Performance Enhancement in Mobile Ad Hoc Networks,” IEEE Access, vol. 7, pp. 73790-73803, 2019.
[CrossRef] [Google Scholar] [Publisher Link]
[12] Néstor J. Hetnández Marcano, Jonas Gabs Fugl Nørby, and Rune Hylsberg Jacobsen, “On Ad hoc On-Demand Distance Vector Routing in Low Earth Orbit Nanosatellite Constellations,” 2020 IEEE 91st Vehicular Technology Conference (VTC2020-Spring), Antwerp, Belgium, pp. 1-6, 2020.
[CrossRef] [Google Scholar] [Publisher Link]
[13] Sunil Kumar Singh, and Jay Prakash, “Energy Efficiency and Load Balancing in MANET: A Survey,” 2020 6th International Conference on Advanced Computing and Communication Systems (ICACCS), Coimbatore, India, pp. 832-837, 2020.
[CrossRef] [Google Scholar] [Publisher Link]
[14] Sudhir K. Routray, and Habib Mohammed Hussein, “Satellite Based IoT Networks for Emerging Applications,” arXiv, pp. 1-5, 2018.
[CrossRef] [Google Scholar] [Publisher Link]
[15] Gilles Charbit et al., “Space-Terrestrial Radio Network Integration for IoT,” 2020 2nd 6G Wireless Summit (6G SUMMIT), Levi, Finland, pp. 1-5, 2020.
[CrossRef] [Google Scholar] [Publisher Link]
[16] Yaohua Sun et al., “Integrated Satellite-Terrestrial Networks: Architectures, Key Techniques, and Experimental Progress,” IEEE Network, vol. 36, no. 6, pp. 191-198, 2022.
[CrossRef] [Google Scholar] [Publisher Link]
[17] Xiaoye Xie et al., “Performance Evaluation of Ad-hoc Routing Protocols in Hybrid MANET-Satellite Network,” Machine Learning and Intelligent Communications, vol. 251, pp. 500-509, 2018.
[CrossRef] [Google Scholar] [Publisher Link]
[18] Andre-Jan Merts, and Arno Barnard, “Simulating MANETS: A Study Using Satellites with AODV and AntHocNet,” 2016 Pattern Recognition Association of South Africa and Robotics and Mechatronics International Conference (PRASA-RobMech), Stellenbosch, South Africa, pp. 1-5, 2016.
[CrossRef] [Google Scholar] [Publisher Link]
[19] Naveen Kumar Chaudhary, “MANET-Satellite Network Interoperability Issues and Challenges : An Overview,” International Journal of Trend in Research and Development, vol. 3, no. 3, pp. 537-539, 2016.
[Google Scholar] [Publisher Link]
[20] Ye Miao et al., “Study on Research Challenges and Optimization for Internetworking of Hybrid MANET and Satellite Networks,” Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, vol. 123, pp. 90-101, 2013.
[CrossRef] [Google Scholar] [Publisher Link]
[21] Monia Hamdi, Laurent Franck, and Xavier Lagrange, “Gateway Placement in Hybrid MANET-Satellite Networks,” 2012 IEEE Vehicular Technology Conference (VTC Fall), Quebec City, QC, Canada, pp. 1-5, 2021.
[CrossRef] [Google Scholar] [Publisher Link]
[22] F.L.C. Ong et al., “Fusion of Digital Television, Broadband Internet and Mobile Communications- Part I : Enabling Technologies,” International Journal Satellite Communication and Networking, vol. 25, no. 4, pp. 363-407, 2007.
[CrossRef] [Google Scholar] [Publisher Link]
[23] Ijaz Ahmad et al., “Security of Satellite-Terrestrial Communications: Challenges and Potential Solutions,” IEEE Access, vol. 10, pp. 96038-96052, 2022.
[CrossRef] [Google Scholar] [Publisher Link]
[24] Luca Boero et al., “Satellite Networking Integration in the 5G Ecosystem: Research Trends and Open Challenges,” IEEE Network, vol. 32, no. 5, pp. 9-15, 2018.
[CrossRef] [Google Scholar] [Publisher Link]
[25] Kun Lu et al., “Applications and Prospects of Artificial Intelligence in Covert Satellite Communication: A Review,” Science China Information Sciences, vol. 66, 2023.
[CrossRef] [Google Scholar] [Publisher Link]
[26] Ye Miao et al., “Comparison Studies of MANET-Satellite and MANET-Cellular Networks Integrations,” 2015 International Conference on Wireless Communications & Signal Processing (WCSP), Nanjing, China, pp. 1-5, 2015.
[CrossRef] [Google Scholar] [Publisher Link]
[27] Ramon Ferrús et al., “Enhancing Satellite & Terrestrial Networks Integration through NFV / SDN Technologies,” Multimedia Communications Technical Committee, IEEE Communications Society E-letter, vol. 10, no. 4, pp. 17-21, 2015.
[Google Scholar] [Publisher Link]
[28] Kamaldeep Kaur, and Lokesh Pawar, “Review of Various Optimization techniques in MANET Routing Protocols,” International Journal of Science, Engineering and Technology Research, vol. 4, no. 8, pp. 2830-2833, 2015.
[Google Scholar]
[29] Xavier Artiga et al., “Terrestrial-Satellite Integration in Dynamic 5G Backhaul Networks,” 2016 8th Advanced Satellite Multimedia Systems Conference and the 14th Signal Processing for Space Communications Workshop (ASMS/SPSC), Palma de Mallorca, Spain, pp. 1-6, 2016.
[CrossRef] [Google Scholar] [Publisher Link]
[30] Huimin Cao et al., “MANet: A Network Architecture for Remote Sensing Spatiotemporal Fusion Based on Multiscale and Attention Mechanisms,” Remote Sensing, vol. 14, no. 18, pp. 1-21, 2022.
[CrossRef] [Google Scholar] [Publisher Link]
[31] Nahid Ebrahimi Majd et al., “Evaluation of Parameters Affecting the Performance of Routing Protocols in Mobile Ad Hoc Networks (MANETs) with a Focus on Energy Efficiency,” Advances in Information and Communication, vol. 70, pp. 1210-1219, 2020.
[CrossRef] [Google Scholar] [Publisher Link]
[32] Abu Zafar M. Shahriar, Mohammed Atiquzzaman, and William Ivancic, “Route Optimization in Network Mobility: Solutions, Classification, Comparison, and Future Research Directions,” IEEE Communications Surveys & Tutorials, vol. 12, no. 1, pp. 24-38, 2010.
[CrossRef] [Google Scholar] [Publisher Link]
[33] Hussein M. Haglan et al., “Analyzing the Impact of the Number of Nodes on the Performance of the Routing Protocols in Manet Environment,” Bulletin of Electrical Engineering and Informatics, vol. 10, no. 1, pp. 434-440, 2021.
[CrossRef] [Google Scholar] [Publisher Link]
[34] Younes Ben Chigra, Abderrahim Ghadi, and Mohammed Bouhorma, “Novel Metric for Performance Evaluation of Routing in MANETs,” Proceedings of the 3rd International Conference on Smart City Applications, Tetouan, Morocco, pp. 1-4, 2018.
[CrossRef] [Google Scholar] [Publisher Link]
[35] Klement Streit et al., “Wireless SDN for Highly Utilized MANETs,” International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob), Barcelona, Spain, pp. 226-234, 2019.
[CrossRef] [Google Scholar] [Publisher Link]
[36] Stanislav Sobolevsky et al., “General Optimization Technique for High-Quality Community Detection in Complex Networks,” Physics Review E: Covering Statistical, Nonlinear, Biological, and Soft Matter Physics, vol. 90, pp. 1-8, 2014.
[CrossRef] [Google Scholar] [Publisher Link]
[37] Hao Chen, Ming Xiao, and Zhibo Pang, “Satellite-Based Computing Networks with Federated Learning,” IEEE Wireless Communications, vol. 29, no. 1, pp. 78-84, 2022.
[CrossRef] [Google Scholar] [Publisher Link]
[38] Sushank Chaudhary, Abhishek Sharma, and Vishal Singh, “Optimization of High Speed and Long Haul Inter-Satellite Communication Link by Incorporating Differential Phase Shift Key and Orthogonal Frequency Division Multiplexing Scheme,” Optik, vol. 176, pp. 185 190, 2019.
[CrossRef] [Google Scholar] [Publisher Link]
[39] J. Sandeep, and J. Satheesh Kumar, “Efficient Packet Transmission and Energy Optimization in Military Operation Scenarios of MANET,” Procedia Computer Science, vol. 47, pp. 400-407, 2015.
[CrossRef] [Google Scholar] [Publisher Link]
[40] C. Lacoste et al., “Optimization of the Return Link Carrier Planning for a Constant Coding and Modulation Satellite Network,” Frontiers in Communications and Networks, vol. 2, pp. 1-12, 2021.
[CrossRef] [Google Scholar] [Publisher Link]
[41] Nils Pachler et al., “Allocating Power and Bandwidth in Multibeam Satellite Systems Using Particle Swarm Optimization,” 2020 IEEE Aerospace Conference, Big Sky, MT, USA, pp. 1-11, 2020.
[CrossRef] [Google Scholar] [Publisher Link]
[42] Linchun Hao, Pinyi Ren, and Qinghe Du, “Satellite QoS Routing Algorithm Based on Energy Aware and Load Balancing,” 2020 International Conference on Wireless Communications and Signal Processing (WCSP), Nanjing, China, pp. 685-690, 2020.
[CrossRef] [Google Scholar] [Publisher Link]
[43] Zhi Lin et al., “SLNR-Based Secure Energy Efficient Beamforming in Multibeam Satellite Systems,” IEEE Transactions on Aerospace and Electronic Systems, vol. 59, no. 2, pp. 2085-2088, 2023.
[CrossRef] [Google Scholar] [Publisher Link]
[44] Qingbi Liao, and Megumi Kaneko, “Global Energy Efficiency Optimization of a Ka-Band Multi-Beam LEO Satellite Communication System,” IEEE Access, vol. 9, pp. 55232-55243, 2021.
[CrossRef] [Google Scholar] [Publisher Link]
[45] Rugui Yao et al., “Green Integrated Cooperative Spectrum Sensing for Cognitive Satellite Terrestrial Networks,” IET Communications, vol. 17, no. 14, pp. 1665-1682, 2023.
[CrossRef] [Google Scholar] [Publisher Link]
[46] Gaofeng Cui et al., “Latency and Energy Optimization for MEC Enhanced SAT-IoT Networks,” IEEE Access, vol. 8, pp. 55915-55926, 2020.
[CrossRef] [Google Scholar] [Publisher Link]
[47] Shengchao Sh et al., “Energy-Efficient Optimal Power Allocation in Integratedwireless Sensor and Cognitive Satellite Terrestrial Networks,” Sensors, vol. 17, no. 9, pp. 1-16, 2017.
[CrossRef] [Google Scholar] [Publisher Link]
[48] Vahid Joroughi, Miguel Ángel Vázquez, and Ana I. Pérez-Neira, “Generalized Multicast Multibeam Precoding for Satellite Communications,” IEEE Transactions on Wireless Communications, vol. 16, no. 2, pp. 952-966, 2017.
[CrossRef] [Google Scholar] [Publisher Link]
[49] Kürşat Tekbiyik et al., “Reconfigurable Intelligent Surfaces Empowered THz Communication in LEO Satellite Networks,” IEEE Access, vol. 10, pp. 121957-121969, 2022.
[CrossRef] [Google Scholar] [Publisher Link]
[50] Muhammad Ihsan Khalil, “Power Optimization in Satellite Communication Using Multi-Intelligent Reflecting Surfaces,” Arxiv, pp. 1-13, 2023.
[CrossRef] [Google Scholar] [Publisher Link]
[51] Kyu-Hwan Lee, and Kyoung Youl Park, “Overall Design of Satellite Networks for Internet Services with QoS Support,” Electronics, vol. 8, no. 6, pp. 1-21, 2019.
[CrossRef] [Google Scholar] [Publisher Link]
[52] Shuang Xu, Xingwei Wang, and Min Huang, “A Study on QoE-QoS Relationship for Multimedia Services in Satellite Networks,” 2018 IEEE 22nd International Conference on Computer Supported Cooperative Work in Design (CSCW), Nanjing, China, pp. 229-234, 2018.
[CrossRef] [Google Scholar] [Publisher Link]
[53] Junzhou Zhang et al., “QoSRA: A QoS-Aware Routing Algorithm for Software Defined Satellite Networks,” 2021 2nd Information Communication Technologies Conference (ICTC), Nanjing, China, pp. 165-171, 2021.
[CrossRef] [Google Scholar] [Publisher Link]
[54] Shuai Wu et al., “Intelligent Quality of Service Routing in Software-Defined Satellite Networking,” IEEE Access, vol. 7, pp. 155281 155298, 2019.
[CrossRef] [Google Scholar] [Publisher Link]
[55] Xiaodong Shi et al., “Multi-QoS Adaptive Routing Algorithm based on SDN for Satellite Network,” IOP Conference Series: Materials Science and Engineering, vol. 768, pp. 1-7, 2020.
[CrossRef] [Google Scholar] [Publisher Link]
[56] Yang Wu et al., “Multi-Objective Optimisation in Multi-QoS Routing Strategy for Software-Defined Satellite Network,” Sensors, vol. 21, no. 19, pp. 1-17, 2021.
[CrossRef] [Google Scholar] [Publisher Link]
[57] Prashant Kumar et al., “FybrrLink: Efficient QoS-Aware Routing in SDN Enabled Future Satellite Networks,” IEEE Transactions on Network and Service Management, vol. 19, no. 3, pp. 2107-2118, 2022.
[CrossRef] [Google Scholar] [Publisher Link]
[58] Ana I. Perez-Neira et al., “Signal Processing for High-Throughput Satellites,” IEEE Signal Processing Magazine, vol. 36, no. 4, pp. 112 131, 2019.
[CrossRef] [Google Scholar] [Publisher Link]
[59] Yeqi Liu et al., “Dynamic Bandwidth Allocation for Multi-QoS Guarantee Based on Bee Colony Optimization,” 2020 IEEE Computing, Communications and IoT Applications (ComComAp), Beijing, China, pp. 1-5, 2020.
[CrossRef] [Google Scholar] [Publisher Link]
[60] Bin Li et al., “Physical-Layer Security in Space Information Networks: A Survey,” IEEE Internet of Things Journal, vol. 7, no. 1, pp. 33 52, 2020.
[CrossRef] [Google Scholar] [Publisher Link]
[61] Zhisheng Yin et al., “Green Interference Based Symbiotic Security in Integrated Satellite-Terrestrial Communications,” IEEE Transactions on Wireless Communications, vol. 21, no. 11, pp. 9962-9973, 2022.
[CrossRef] [Google Scholar] [Publisher Link]
[62] Yuanyuan Zhang, and Zhibo Zhai, “An Efficient and Provably Secure Key Agreement Scheme for Satellite Communication Systems,” PLoS One, vol. 16, no. 4, pp. 1-15, 2021.
[CrossRef] [Google Scholar] [Publisher Link]
[63] Nanchi Su, Fan Liu, and Christos Masouros, “Secure Radar-Communication Systems with Malicious Targets: Integrating Radar, Communications and Jamming Functionalities,” IEEE Transactions on Wireless Communications, vol. 20, no. 1, pp. 83-95, 2021.
[CrossRef] [Google Scholar] [Publisher Link]
[64] Seunghwa Jung, and Jihwan P. Choi, “Reliability of Small Satellite Networks with Software-Defined Radio and Enhanced Multiple Access Protocol,” IEEE Transactions on Aerospace and Electronic Systems, vol. 57, no. 3, pp. 1891-1902, 2021.
[CrossRef] [Google Scholar] [Publisher Link]
[65] Ningji Wei et al., “A Resiliency Analysis of Information Distribution Policies Over Mobile Ad Hoc Networks,” Optimization Letters, vol. 15, pp. 1081-1103, 2021.
[CrossRef] [Google Scholar] [Publisher Link]
[66] Lei Cao, and Xing Yang, “Research on the Convergence Application of Satellite Mobile Communication and Wireless Ad Hoc Network,” Journal of Physics: Conference Series, vol. 2187, pp. 1-7, 2022.
[CrossRef] [Google Scholar] [Publisher Link]
[67] Zipeng Ye, and Qingrui Zhou, “Performance Evaluation Indicators of Space Dynamic Networks under Broadcast Mechanism,” Space: Science Technology, vol. 2021, pp. 1-11, 2021.
[CrossRef] [Google Scholar] [Publisher Link]
[68] Ata Khalili, Mohammad Robat Mili, and Derrick Wing Kwan Ng, “Performance Trade-off between Uplink and Downlink in Full-Duplex Communications,” ICC 2020 - 2020 IEEE International Conference on Communications (ICC), Dublin, Ireland, pp. 1-6, 2020.
[CrossRef] [Google Scholar] [Publisher Link]