Cross-Layer Collaborative In-Network Processing in Multihop Wireless Sensor Networks
IEEE Transactions on Mobile Computing
An effective method for state-of-charge estimation in wireless sensor networks
Proceedings of the 5th international conference on Embedded networked sensor systems
Reconfiguration of clusterheads for load balancing in wireless sensor networks
Computer Communications
Error estimation in wireless sensor networks
Proceedings of the 2008 ACM symposium on Applied computing
Algorithms for balancing energy consumption in wireless sensor networks
Proceedings of the 1st ACM international workshop on Foundations of wireless ad hoc and sensor networking and computing
Artificial Intelligence Review
AnyBody: a self-organization protocol for body area networks
Proceedings of the ICST 2nd international conference on Body area networks
Centroid virtual coordinates - A novel near-shortest path routing paradigm
Computer Networks: The International Journal of Computer and Telecommunications Networking
Bootstrapping a hop-optimal network in the weak sensor model
ACM Transactions on Algorithms (TALG)
Energy-Efficient Clustering in Wireless Sensor Networks
ICA3PP '09 Proceedings of the 9th International Conference on Algorithms and Architectures for Parallel Processing
A reliable and data aggregation aware routing protocol for wireless sensor networks
Proceedings of the 12th ACM international conference on Modeling, analysis and simulation of wireless and mobile systems
IEEE Transactions on Wireless Communications
Towards clustering algorithms in wireless sensor networks: a survey
WCNC'09 Proceedings of the 2009 IEEE conference on Wireless Communications & Networking Conference
Online energy efficient routing approach for QoS-sensitive wireless sensor networks
ICOIN'09 Proceedings of the 23rd international conference on Information Networking
Factor graph approach to distributed facility location in large-scale networks
ISIT'09 Proceedings of the 2009 IEEE international conference on Symposium on Information Theory - Volume 2
Service discovery in wireless sensor networks: protocols & classifications
ICACT'09 Proceedings of the 11th international conference on Advanced Communication Technology - Volume 2
The design and implementation of hierarchical evacuation alarm system
AsiaCSN '07 Proceedings of the Fourth IASTED Asian Conference on Communication Systems and Networks
Topology control algorithm target tracking-oriented
WiCOM'09 Proceedings of the 5th International Conference on Wireless communications, networking and mobile computing
Energy-efficient distributed clustering in wireless sensor networks
Journal of Parallel and Distributed Computing
Near-lifetime-optimal data collection in wireless sensor networks via spatio-temporal load balancing
ACM Transactions on Sensor Networks (TOSN)
Research on clustering strategy for wireless sensor network based on fuzzy theory
MSN'07 Proceedings of the 3rd international conference on Mobile ad-hoc and sensor networks
Efficient clustering for improving network performance in wireless sensor networks
EWSN'08 Proceedings of the 5th European conference on Wireless sensor networks
Energy-efficient distance based clustering routing scheme for wireless sensor networks
ICCSA'07 Proceedings of the 2007 international conference on Computational science and Its applications - Volume Part II
APCC'09 Proceedings of the 15th Asia-Pacific conference on Communications
Fair and flexible budget-based clustering
ICC'09 Proceedings of the 2009 IEEE international conference on Communications
Location-based spiral clustering for transmission scheduling in wireless sensor networks
ICACT'10 Proceedings of the 12th international conference on Advanced communication technology
Topology control algorithms for wireless sensor networks: a critical survey
Proceedings of the 11th International Conference on Computer Systems and Technologies and Workshop for PhD Students in Computing on International Conference on Computer Systems and Technologies
Wireless sensor network design for tactical military applications: remote large-scale environments
MILCOM'09 Proceedings of the 28th IEEE conference on Military communications
A scalable and dynamic data aggregation aware routing protocol for wireless sensor networks
Proceedings of the 13th ACM international conference on Modeling, analysis, and simulation of wireless and mobile systems
DESC: distributed energy efficient scheme to cluster wireless sensor networks
WWIC'11 Proceedings of the 9th IFIP TC 6 international conference on Wired/wireless internet communications
Signaling game based strategy of intrusion detection in wireless sensor networks
Computers & Mathematics with Applications
LARK: A Lightweight Authenticated ReKeying Scheme for Clustered Wireless Sensor Networks
ACM Transactions on Embedded Computing Systems (TECS)
DyDAP: A dynamic data aggregation scheme for privacy aware wireless sensor networks
Journal of Systems and Software
SecDEACH: secure and resilient dynamic clustering protocol preserving data privacy in WSNs
ICCSA'10 Proceedings of the 2010 international conference on Computational Science and Its Applications - Volume Part III
Adaptive Online Sensor Clustering and Routing Algorithms for QoS Provisioning and Energy Efficiency
Wireless Personal Communications: An International Journal
Determination method of optimal number of clusters for clustered wireless sensor networks
Wireless Communications & Mobile Computing
Survey Secure and reliable clustering in wireless sensor networks: A critical survey
Computer Networks: The International Journal of Computer and Telecommunications Networking
An energy-balanced cluster range control algorithm with energy compensation factors
ICSI'12 Proceedings of the Third international conference on Advances in Swarm Intelligence - Volume Part II
A novel energy efficient routing approach using multipath ring routing and clustering for WSN
Proceedings of the CUBE International Information Technology Conference
Initializing sensor networks of non-uniform density in the weak sensor model
WADS'07 Proceedings of the 10th international conference on Algorithms and Data Structures
COCA: Constructing optimal clustering architecture to maximize sensor network lifetime
Computer Communications
An energy aware fuzzy approach to unequal clustering in wireless sensor networks
Applied Soft Computing
An Improved Fuzzy Unequal Clustering Algorithm for Wireless Sensor Network
Mobile Networks and Applications
Energy-efficient data dissemination using beamforming in wireless sensor networks
ACM Transactions on Sensor Networks (TOSN)
Energy-efficient clustering in lossy wireless sensor networks
Journal of Parallel and Distributed Computing
An energy-efficient clustered distributed coding for large-scale wireless sensor networks
The Journal of Supercomputing
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The large-scale deployment of wireless sensor networks (WSNs) and the need for data aggregation necessitate efficient organization of the network topology for the purpose of balancing the load and prolonging the network lifetime. Clustering has proven to be an effective approach for organizing the network into a connected hierarchy. In this article, we highlight the challenges in clustering a WSN, discuss the design rationale of the different clustering approaches, and classify the proposed approaches based on their objectives and design principles. We further discuss several key issues that affect the practical deployment of clustering techniques in sensor network applications.