Scale-free, self-organizing very large sensor networks

In this paper we introduce SFSN, an algorithm for self-organization of Very Large Sensor Networks (VLSN). The 10^6 or more tiny and inexpensive sensors of a VLSN are indistinguishable from one another; they do not have either a physical or a logical address, as required by the traditional communication protocols. The self-organization scheme limits the number of partners each sensor collaborates with, thus, it limits the amount of communication and the complexity of coordination. The system is scalable, the amount of state information each node has to maintain is strictly limited regardless of the total number of sensors in the network. The systems we consider mimic biological systems where individual cells of the same type are indistinguishable.

[1]  David E. Culler,et al.  Evaluation of Efficient Link Reliability Estimators for Low-Power Wireless Networks , 2004 .

[2]  Murray Gell-Mann,et al.  Simplicity and Complexity in the Description of Nature , 1988 .

[3]  Deborah Estrin,et al.  Geographical and Energy Aware Routing: a recursive data dissemination protocol for wireless sensor networks , 2002 .

[4]  Deborah Estrin,et al.  An energy-efficient MAC protocol for wireless sensor networks , 2002, Proceedings.Twenty-First Annual Joint Conference of the IEEE Computer and Communications Societies.

[5]  Robert Tappan Morris,et al.  Span: An Energy-Efficient Coordination Algorithm for Topology Maintenance in Ad Hoc Wireless Networks , 2002, Wirel. Networks.

[6]  Yaping Li,et al.  ARRIVE: Algorithm for Robust Routing in Volatile Environments , 2003 .

[7]  G. Theraulaz,et al.  Inspiration for optimization from social insect behaviour , 2000, Nature.

[8]  Deborah Estrin,et al.  Rumor Routing Algorithm For Sensor Networks , 2002 .

[9]  Chenyang Lu,et al.  SPEED: A Real-Time Routing Protocol for Sensor Networks , 2002 .

[10]  Stephan Olariu,et al.  Information assurance in wireless sensor networks , 2005, 19th IEEE International Parallel and Distributed Processing Symposium.

[11]  Anthony Ephremides,et al.  The Architectural Organization of a Mobile Radio Network via a Distributed Algorithm , 1981, IEEE Trans. Commun..

[12]  Damla Turgut,et al.  A MAC layer protocol for wireless networks with asymmetric links , 2008, Ad Hoc Networks.

[13]  Dan C. Marinescu,et al.  A Self-Organization Model for Complex Computing and Communication Systems , 2008, 2008 Second IEEE International Conference on Self-Adaptive and Self-Organizing Systems.

[14]  Vaduvur Bharghavan,et al.  MACAW: a media access protocol for wireless LAN's , 1994, SIGCOMM 1994.

[15]  P. Krugman The Self Organizing Economy , 1996 .

[16]  Gregory J. Pottie,et al.  Wireless integrated network sensors , 2000, Commun. ACM.

[17]  Damla Turgut,et al.  Improving routing performance through m , 2008, J. Parallel Distributed Comput..

[18]  Mani B. Srivastava,et al.  Simulating networks of wireless sensors , 2001, Proceeding of the 2001 Winter Simulation Conference (Cat. No.01CH37304).

[19]  Ian F. Akyildiz,et al.  Sensor Networks , 2002, Encyclopedia of GIS.

[20]  Joel L. Davis,et al.  An Introduction to Neural and Electronic Networks , 1995 .

[21]  Suresh Singh,et al.  PAMAS—power aware multi-access protocol with signalling for ad hoc networks , 1998, CCRV.

[22]  Peter Schuster,et al.  Nonlinear dynamics from physics to biology: (Simply Complex) Self-organization: An old paradigm revisited , 2007 .

[23]  Mario Joa-Ng Spread Spectrum Medium Access Protocol with Collision Avoidance Using Controlled Time of Arrival , 2001, Telecommun. Syst..

[24]  Deborah Estrin,et al.  Rumor routing algorthim for sensor networks , 2002, WSNA '02.

[25]  Ladislau Bölöni,et al.  Ad hoc grids: communication and computing in a power constrained environment , 2003, Conference Proceedings of the 2003 IEEE International Performance, Computing, and Communications Conference, 2003..

[26]  Dan C. Marinescu,et al.  Self-organization of Very Large Sensor Networks Based on Small-worlds Principles , 2009, 2009 Third IEEE International Conference on Self-Adaptive and Self-Organizing Systems.

[27]  Christoph von der Malsburg,et al.  Network self-organization , 1990 .

[28]  A. Barabasi,et al.  Scale-free characteristics of random networks: the topology of the world-wide web , 2000 .

[29]  A. Turing The chemical basis of morphogenesis , 1952, Philosophical Transactions of the Royal Society of London. Series B, Biological Sciences.

[30]  Guy Theraulaz,et al.  Self-Organization in Biological Systems , 2001, Princeton studies in complexity.

[31]  Damla Turgut,et al.  Time-parallel simulation of wireless ad hoc networks with compressed history , 2009, J. Parallel Distributed Comput..

[32]  Andreas Willig,et al.  Protocols and Architectures for Wireless Sensor Networks , 2005 .

[33]  GUY FAYOLLE,et al.  Analysis of a stack algorithm for random multiple-access communication , 1985, IEEE Trans. Inf. Theory.

[34]  Rachel Cardell-Oliver,et al.  WLC12-5: A TDMA-Based MAC Protocol for Industrial Wireless Sensor Network Applications using Link State Dependent Scheduling , 2006, IEEE Globecom 2006.

[35]  Peter Schuster,et al.  Nonlinear dynamics from physics to biology , 2007, Complex..

[36]  Charles E. Taylor,et al.  Self-organization in sensor networks , 2004, J. Parallel Distributed Comput..

[37]  Gregory J. Pottie,et al.  Protocols for self-organization of a wireless sensor network , 2000, IEEE Wirel. Commun..

[38]  Dan C. Marinescu,et al.  A Secure Self-Organizing Sensor Network , 2008, 2008 Second IEEE International Conference on Self-Adaptive and Self-Organizing Systems Workshops.

[39]  Ian F. Akyildiz,et al.  Wireless sensor networks: a survey , 2002, Comput. Networks.

[40]  Deborah Estrin,et al.  Highly-resilient, energy-efficient multipath routing in wireless sensor networks , 2001, MOCO.

[41]  Mani Srivastava,et al.  Energy-aware wireless microsensor networks , 2002, IEEE Signal Process. Mag..

[42]  J J Hopfield,et al.  Neural networks and physical systems with emergent collective computational abilities. , 1982, Proceedings of the National Academy of Sciences of the United States of America.

[43]  Qiang Huang,et al.  Fast authenticated key establishment protocols for self-organizing sensor networks , 2003, WSNA '03.

[44]  David E. Culler,et al.  A transmission control scheme for media access in sensor networks , 2001, MobiCom '01.

[45]  Albert,et al.  Emergence of scaling in random networks , 1999, Science.

[46]  Robert G. Gallager,et al.  A perspective on multiaccess channels , 1984, IEEE Trans. Inf. Theory.

[47]  Mario Gerla,et al.  Multicluster, mobile, multimedia radio network , 1995, Wirel. Networks.