A rough set performance evaluation approach for multicast routing strategies in delay and disruption tolerant networks

Performance evaluation for multicast routing strategies is still an unexplored field in delay and disruption tolerant networks (DTNs) and faces great challenges. In this paper, we proposed a rough set approach to performance evaluation for multicast routing strategies in DTNs. The proposed approach constructs an evaluation index system for DTN multicast routing based on an analytic hierarchy process. Rough set theory is applied to explore the evaluation index data of multicast routing. Furthermore, the concept of information entropy is introduced to determine the weighting coefficients of evaluation indexes and the subjectivity that influences the determination of weighting coefficients is effectively reduced. Experimental results show that the proposed approach is feasible and effective.

[1]  Alfred Menezes,et al.  Handbook of Applied Cryptography , 2018 .

[2]  André-Luc Beylot,et al.  Routing metrics in Delay Tolerant Networks , 2007 .

[3]  Stephen Farrell,et al.  DTN: an architectural retrospective , 2008, IEEE Journal on Selected Areas in Communications.

[4]  M. Chuah,et al.  Efficient Interdomain Multicast Delivery in Disruption Tolerant Networks , 2008, 2008 The 4th International Conference on Mobile Ad-hoc and Sensor Networks.

[5]  Wendi Heinzelman,et al.  Proceedings of the 33rd Hawaii International Conference on System Sciences- 2000 Energy-Efficient Communication Protocol for Wireless Microsensor Networks , 2022 .

[6]  Brian D. Davison,et al.  SHIM: a scalable hierarchical inter-domain multicast approach for disruption tolerant networks , 2007, IWCMC.

[7]  Mostafa Ammar,et al.  Multicasting in delay tolerant networks: semantic models and routing algorithms , 2005, WDTN '05.

[8]  Brian D. Davison,et al.  OS-multicast: On-demand Situation-aware Multicasting in Disruption Tolerant Networks , 2006, 2006 IEEE 63rd Vehicular Technology Conference.

[9]  Brian D. Davison,et al.  Performance comparison of different multicast routing strategies in disruption tolerant networks , 2009, Comput. Commun..

[10]  Joseph P. Macker,et al.  Mobile Ad hoc Networking (MANET): Routing Protocol Performance Issues and Evaluation Considerations , 1999, RFC.

[11]  Peng Yang,et al.  Context-aware multicast routing scheme for disruption tolerant networks , 2006, PE-WASUN '06.

[12]  Miao Duo-qian,et al.  Information-based algorithm for reduction of knowledge , 1997, 1997 IEEE International Conference on Intelligent Processing Systems (Cat. No.97TH8335).

[13]  Mooi Choo Chuah,et al.  An encounter-based multicast scheme for disruption tolerant networks , 2009, Comput. Commun..