Abstract
This paper proposes and analyzes a multi-objective optimization algorithm based on QoS in distributed constellation networks, combining the topology and routing algorithm to optimize and reconstruct the network, a new heuristic networking scheme is also proposed to balance the network cost and the requirement weight. The algorithm is capable of minimizing the total network delay, improving the link utilization and achieving optimization combined with multi-QoS. The simulation results show that our algorithm and scheme can meet the needs of different network designs, optimize the performance and solve the problem of dynamic networking and network reconstruction, providing a basis for the research in combination of topology and routing in satellite networks.
This work was supported by Science and Technology on Information Transmission and Dissemination in Communication Networks Laboratory under Grant No. EX156410046.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Akyildiz, I.F., Ekici, E., Bender, M.D.: MLSR: a novel routing algorithm for multilayered satellite IP networks. IEEE/ACM Trans. Netw. 10(3), 411–424 (2002)
Liu, R., Sheng, M., Lui, K.S., et al.: Capacity of two-layered satellite networks. Wirel. Netw. 1–19 (2016)
Nguyen, H.N., Jukan, A.: An approach to QoS-based routing for low earth orbit satellite networks. In: Global Telecommunications Conference, 2000, GLOBECOM 2000, IEEE, vol. 2, pp. 1114–1118. IEEE (2000)
Wang, P., Gu, X., Liu, G.: Multi-QoS routing for LEO satellite networks. In: Proceedings 9th International Conference on Advanced Communication Technology, vol. 1, pp. 728–731 (2007)
Zhao, Z.W., Zhang, Z.J., Sun, F., et al.: Routing strategy for satellite-based networks with a hierarchical space grid architecture. In: Proceedings of the 2003 Joint Conference of the Fourth International Conference on Information, Communications and Signal Processing, 2003 and Fourth Pacific Rim Conference on Multimedia, vol. 3, pp. 1939–1943. IEEE (2003)
Li, H., Zhang, Q., Zhang, N., et al.: Adaptive routing strategy in multi-layer satellite communication networks. In: 7th International Symposium on Antennas, Propagation & EM Theory, 2006, ISAPE 2006, pp. 1–4. IEEE (2006)
Ghaffari, A.: Real-time routing algorithm for mobile ad hoc networks using reinforcement learning and heuristic algorithms. Wirel. Netw. 23(3), 703–7143 (2017)
Kershenbaum, A., Kermani, P., Grover, G.A.: MENTOR: an algorithm for mesh network topological optimization and routing. IEEE Trans. Commun. 39, 503–513 (1991)
Long, F., Yang, Z., Sun, F., et al.: A multi-objective optimization based QoS routing algorithm for multi-layered satellite IP networks. In: International Conference on Networking, Sensing and Control (ICNSC), 2010, pp. 147–152. IEEE (2010)
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2019 Springer Nature Singapore Pte Ltd.
About this paper
Cite this paper
Xia, H., Li, Z., Qi, J., Li, D., Ye, L. (2019). A Multi-objective Network Optimization Algorithm Based on QoS in Distributed Constellation Networks. In: Liang, Q., Mu, J., Jia, M., Wang, W., Feng, X., Zhang, B. (eds) Communications, Signal Processing, and Systems. CSPS 2017. Lecture Notes in Electrical Engineering, vol 463. Springer, Singapore. https://doi.org/10.1007/978-981-10-6571-2_236
Download citation
DOI: https://doi.org/10.1007/978-981-10-6571-2_236
Published:
Publisher Name: Springer, Singapore
Print ISBN: 978-981-10-6570-5
Online ISBN: 978-981-10-6571-2
eBook Packages: EngineeringEngineering (R0)