Distributed clustering for ad hoc networks

@article{Basagni1999DistributedCF,
  title={Distributed clustering for ad hoc networks},
  author={Stefano Basagni},
  journal={Proceedings Fourth International Symposium on Parallel Architectures, Algorithms, and Networks (I-SPAN'99)},
  year={1999},
  pages={310-315}
}
  • S. Basagni
  • Published 23 June 1999
  • Computer Science
  • Proceedings Fourth International Symposium on Parallel Architectures, Algorithms, and Networks (I-SPAN'99)
A Distributed Clustering Algorithm (DCA) and a Distributed Mobility-Adaptive Clustering (DMAC) algorithm are presented that partition the nodes of a fully mobile network: (ad hoc network) into clusters, this giving the network a hierarchical organization. Nodes are grouped by following a new weight-based criterion that allows the choice of the nodes that coordinate the clustering process based on node mobility-rebated parameters. The DCA is suitable for clustering "quasistatic" ad hoc networks… 

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References

SHOWING 1-9 OF 9 REFERENCES
Adaptive Clustering for Mobile Wireless Networks
  • C. Lin, M. Gerla
  • Computer Science, Business
    IEEE J. Sel. Areas Commun.
  • 1997
TLDR
This paper describes a self-organizing, multihop, mobile radio network which relies on a code-division access scheme for multimedia support that provides an efficient, stable infrastructure for the integration of different types of traffic in a dynamic radio network.
Multicluster, mobile, multimedia radio network
A multi-cluster, multi-hop packet radio network architecture for wireless adaptive mobile information systems is presented. The proposed network supports multimedia traffic and relies on both time
The Architectural Organization of a Mobile Radio Network via a Distributed Algorithm
TLDR
A self-starting, distributed algorithm is proposed and developed that establishes and maintains a reliable structure that is especially suited to the needs of the HF Intra-Task Force (ITF) communication network, which is discussed in the paper.
Multimedia transport in multihop dynamic packet radio networks
  • C. Lin, M. Gerla
  • Computer Science, Business
    Proceedings of International Conference on Network Protocols
  • 1995
TLDR
A distributed architecture which relies on code division access scheme for multimedia transport in a wireless mobile radio network without a fixed infrastructure that has the capability of rapid deployment and dynamic reconfiguration and can provide spatial reuse of the bandwidth due to node clustering.
A design concept for reliable mobile radio networks with frequency hopping signaling
TLDR
This paper outlines those features that distinguish the High Frequency (HF) Intra Task Force (ITF) Network from other packet radio networks, and presents a design concept for this network that encompasses organizational structure, waveform design, and channel access.
The Design and Simulation of a Mobile Radio Network with Distributed Control
TLDR
It is illustrated how fully distributed control methods can be combined with hierarchical control to create a network that is robust with respect to both node loss and connectivity changes.
Design concepts for a mobile-user radio network
Broadcast in peer-to-peer networks
  • Proceedings of the Second IASTED International Conference European Parallel and Distributed Systems
  • 1998
The design and simulation of a mobile radio network with distributed ontrol
  • IEEE Journal on Sele ted Areas
  • 1984