Robust clustering for cognitive radio ad hoc networks with group mobility

Cognitive radio ad hoc networks (CRAHNs) have great potential to provide diverse services in the dynamic spectrum environment. And group mobility is one of the key features of CRAHNs in many applications. In this paper, the topology management of CRAHNs with group mobility is investigated. The channel availability and group mobility of nodes in CRAHNs are modeled. A robust clustering algorithm based on affinity propagation model (RCAP) is proposed. Following the message passing model of affinity propagation, RCAP relies only on the distributed interaction of nodes in the network to construct robust clusters. Simulation results demonstrate that the generated clusters of the proposed algorithm are more robust for CRAHNs with group mobility.

[1]  K. J. Ray Liu,et al.  Advances in cognitive radio networks: A survey , 2011, IEEE Journal of Selected Topics in Signal Processing.

[2]  Michele Zorzi,et al.  A cluster formation protocol for cognitive radio ad hoc networks , 2010, 2010 European Wireless Conference (EW).

[3]  O. Kariv,et al.  An Algorithmic Approach to Network Location Problems. II: The p-Medians , 1979 .

[4]  Tuna Tugcu,et al.  Radio environment map as enabler for practical cognitive radio networks , 2013, IEEE Communications Magazine.

[5]  Jeffrey Boksiner,et al.  Centrally Controlled Dynamic Spectrum Access for MANETs , 2013, MILCOM 2013 - 2013 IEEE Military Communications Conference.

[6]  Jie Wu,et al.  Virtual backbone construction for cognitive radio networks without common control channel , 2013, 2013 Proceedings IEEE INFOCOM.

[7]  Brandon F. Lo A survey of common control channel design in cognitive radio networks , 2011, Phys. Commun..

[8]  Yan Zhang,et al.  A Distributed Group Mobility Adaptive Clustering Algorithm for Mobile Ad Hoc Networks , 2008, 2008 IEEE International Conference on Communications.

[9]  Sisi Liu,et al.  Cluster-Based Control Channel Allocation in Opportunistic Cognitive Radio Networks , 2012, IEEE Transactions on Mobile Computing.

[10]  Xiaoyan Hong,et al.  A group mobility model for ad hoc wireless networks , 1999, MSWiM '99.

[11]  Hui Zeng,et al.  From Spectrum Agility to Network Agility: Proactive and Adaptive Reconfiguration for Reliable Communication in Tactical Networks , 2013, MILCOM 2013 - 2013 IEEE Military Communications Conference.

[12]  Ian F. Akyildiz,et al.  Spectrum management in cognitive radio ad hoc networks , 2009, IEEE Network.

[13]  P.H.J. Chong,et al.  A survey of clustering schemes for mobile ad hoc networks , 2005, IEEE Communications Surveys & Tutorials.

[14]  Abdallah Shami,et al.  NFV: state of the art, challenges, and implementation in next generation mobile networks (vEPC) , 2014, IEEE Network.

[15]  Li Li,et al.  Network properties of mobile tactical scenarios , 2014, Wirel. Commun. Mob. Comput..

[16]  Özgür B. Akan,et al.  A Spectrum-Aware Clustering for Efficient Multimedia Routing in Cognitive Radio Sensor Networks , 2014, IEEE Transactions on Vehicular Technology.

[17]  Delbert Dueck,et al.  Clustering by Passing Messages Between Data Points , 2007, Science.

[18]  Kareem E. Baddour,et al.  A Distributed Message-passing Approach for Clustering Cognitive Radio Networks , 2011, Wirel. Pers. Commun..

[19]  Tao Chen,et al.  CogMesh: A Cluster-Based Cognitive Radio Network , 2007, 2007 2nd IEEE International Symposium on New Frontiers in Dynamic Spectrum Access Networks.

[20]  Haythem Bany Salameh,et al.  Cluster-based control channel design using discrete OFDM for opportunistic spectrum access ad hoc networks , 2014, 2014 IEEE Wireless Communications and Networking Conference (WCNC).

[21]  Honggang Zhang,et al.  Topology Management in CogMesh: A Cluster-Based Cognitive Radio Mesh Network , 2007, 2007 IEEE International Conference on Communications.

[22]  Jian-zhao Zhang,et al.  Cluster-Based Dynamic Topology Management in Cognitive Radio Ad Hoc Networks , 2011 .

[23]  F. Q. Yao,et al.  Distributed Clustering in Cognitive Radio Ad Hoc Networks Using Soft-Constraint Affinity Propagation , 2012 .

[24]  Yifan Sun,et al.  Enabling emergency communication through a cognitive radio vehicular network , 2014, IEEE Communications Magazine.