A Space-Time Graph based Minimum Cost Routing Algorithm for the Random Traffic in the Satellite Network

In a satellite network, random traffic challenges the routing design due to the indeterminate data volume, time-varying topology and limited resource onboard. In this paper, therefore, an ON/OFF traffic model is demonstrated to describe the probabilistic arrival of traffic events with equal amounts of data, in a well-designed space-time graph. In particular, a space-time graph based minimum cost routing algorithm (MCRT) is proposed to find a feasible set of paths, where the contact capacity is probabilistically available for the such randomly arriving traffic data. Utilizing these paths, current traffic data could be transferred successfully to the destination during the ON period time slots, with a minimum cost in a tolerable delay requirement. Compared with a minimum cost routing algorithm for deterministic traffic, the simulation results show the excellent performance for the proposed MCRT algorithm.

[1]  Han Rui Self-similarity Analysis of Satellite Network Traffic , 2013 .

[2]  Daniel C. Lee,et al.  Expected file-delivery time of deferred NAK ARQ in CCSDS file-delivery protocol , 2004, IEEE Transactions on Communications.

[3]  Siyuan Chen,et al.  Topology Control for Time-Evolving and Predictable Delay-Tolerant Networks , 2011, 2011 IEEE Eighth International Conference on Mobile Ad-Hoc and Sensor Systems.

[4]  Ian F. Akyildiz,et al.  TCP-Peach: a new congestion control scheme for satellite IP networks , 2001, TNET.

[5]  Shuang Xu,et al.  A Routing Scheme for Software-Defined Satellite Network , 2017, 2017 IEEE International Symposium on Parallel and Distributed Processing with Applications and 2017 IEEE International Conference on Ubiquitous Computing and Communications (ISPA/IUCC).

[6]  Min Sheng,et al.  Mission Aware Contact Plan Design in Resource-Limited Small Satellite Networks , 2017, IEEE Transactions on Communications.

[7]  Qing Guo,et al.  Performance Analysis of Self-Similar Traffic in LEO Satellite Network , 2007, 2007 International Conference on Machine Learning and Cybernetics.

[8]  Li Hua Background Traffic Simulation and its Application in Satellite Network Performance Analysis , 2011 .

[9]  Min Sheng,et al.  Dynamic Contact Plan Design in Broadband Satellite Networks With Varying Contact Capacity , 2016, IEEE Communications Letters.

[10]  Some results on the self-similarity property in communication networks , 2004, IEEE Transactions on Communications.

[11]  Bie Yu-xi Satellite terminal bursty traffic model and queuing performance analysis , 2014 .