Homesick Lévy Walk and Optimal Forwarding Criterion of Utility-Based Routing under Sequential Encounters

The Internet of Things (IoT) is going to develop integrated and organised networks of all things and beings in the world enabling autonomous computing and information communication for the creation of new values in the future. For such networks by IoT that accept a certain level of communication delay, but that must realise highly-reliable message forwarding, Delay Tolerant Network (DTN) gives a possible solution. Recently, DTN has attracted attention as a future network under challenged network environments where communication delay, disruption, and disconnect frequently occurs. In this chapter, we review some routing protocols for efficient message forwarding in DTN. We also review some mobility models often used for simulating motions of mobile nodes to evaluate the performance of DTN. In this review, we propose our mobility model called Homesick Levy Walk that mimics human mobility patterns of an universal scale-free property of the frequency of human contacts. After this, we also propose our utility-based routing protocol which maximises the expected number of selected relay nodes being likely to encounter a destination node under sequential encounters with nodes. We evaluate the performance of our routing protocol by comparing with some performance measures of some existing routing protocols under the condition that the Homesick Levy Walk is adopted as mobility model. We show that our protocol is comparable to others in arrival rate of messages under a smaller number of message forwarding.We also find that the performance of our protocol is stable up to a few hundred mobile nodes and tends to be scalable with the number of nodes.

[1]  Akihiro Fujihara,et al.  Optimal Forwarding Criterion of Utility-Based Routing under Sequential Encounters for Delay Tolerant Networks , 2011, 2011 Third International Conference on Intelligent Networking and Collaborative Systems.

[2]  Amin Vahdat,et al.  Epidemic Routing for Partially-Connected Ad Hoc Networks , 2009 .

[3]  Kyunghan Lee,et al.  On the Levy-Walk Nature of Human Mobility , 2008, IEEE INFOCOM 2008 - The 27th Conference on Computer Communications.

[4]  Akihiro Fujihara,et al.  Effect of Traffic Volume in Real-Time Disaster Evacuation Guidance Using Opportunistic Communications , 2012, INCoS.

[5]  Stephen Farrell,et al.  Delay- and Disruption-Tolerant Networking , 2006, IEEE Internet Computing.

[6]  Akihiro Fujihara,et al.  Real-Time Disaster Evacuation Guidance Using Opportunistic Communications , 2012, 2012 IEEE/IPSJ 12th International Symposium on Applications and the Internet.

[7]  Anders Lindgren,et al.  Probabilistic Routing in Intermittently Connected Networks , 2004, SAPIR.

[8]  Albert-László Barabási,et al.  Understanding individual human mobility patterns , 2008, Nature.

[9]  Jean-Yves Le Boudec,et al.  Power Law and Exponential Decay of Intercontact Times between Mobile Devices , 2010, IEEE Trans. Mob. Comput..

[10]  Athanasios V. Vasilakos,et al.  Delay Tolerant Networks: Protocols and Applications , 2011 .

[11]  Miwa Hiroyoshi,et al.  Bluetooth&Wi-Fi mobile wireless communication experiments and the power law of passing-by frequency distributions -- The impact of once-in-a-lifetime chance of meetings , 2011 .

[12]  José Neuman de Souza,et al.  Service Assurance with Partial and Intermittent Resources , 2004, Lecture Notes in Computer Science.

[13]  Christophe Diot,et al.  Impact of Human Mobility on Opportunistic Forwarding Algorithms , 2007, IEEE Transactions on Mobile Computing.

[14]  Radhika Ranjan Roy,et al.  Handbook of Mobile Ad Hoc Networks for Mobility Models , 2010 .

[15]  Vinny Cahill,et al.  When TCP Breaks: Delay- and Disruption- Tolerant Networking , 2006, IEEE Internet Computing.

[16]  Brian Gallagher,et al.  MaxProp: Routing for Vehicle-Based Disruption-Tolerant Networks , 2006, Proceedings IEEE INFOCOM 2006. 25TH IEEE International Conference on Computer Communications.

[17]  Cauligi S. Raghavendra,et al.  Spray and wait: an efficient routing scheme for intermittently connected mobile networks , 2005, WDTN '05.

[18]  Zhensheng Zhang,et al.  Routing in intermittently connected mobile ad hoc networks and delay tolerant networks: overview and challenges , 2006, IEEE Communications Surveys & Tutorials.