Wireless sensor networks for habitat monitoring
WSNA '02 Proceedings of the 1st ACM international workshop on Wireless sensor networks and applications
Minimal and maximal exposure path algorithms for wireless embedded sensor networks
Proceedings of the 1st international conference on Embedded networked sensor systems
Power conservation and quality of surveillance in target tracking sensor networks
Proceedings of the 10th annual international conference on Mobile computing and networking
Worst and Best-Case Coverage in Sensor Networks
IEEE Transactions on Mobile Computing
Power balanced coverage-time optimization for clustered wireless sensor networks
Proceedings of the 6th ACM international symposium on Mobile ad hoc networking and computing
Mobility improves coverage of sensor networks
Proceedings of the 6th ACM international symposium on Mobile ad hoc networking and computing
Barrier coverage with wireless sensors
Proceedings of the 11th annual international conference on Mobile computing and networking
Probabilistic Coverage in Wireless Sensor Networks
LCN '05 Proceedings of the The IEEE Conference on Local Computer Networks 30th Anniversary
Coverage for target localization in wireless sensor networks
Proceedings of the 5th international conference on Information processing in sensor networks
Wireless Sensor Networks: To Cluster or Not To Cluster?
WOWMOM '06 Proceedings of the 2006 International Symposium on on World of Wireless, Mobile and Multimedia Networks
Stochastic event capture using mobile sensors subject to a quality metric
Proceedings of the 12th annual international conference on Mobile computing and networking
Stochastic coverage in heterogeneous sensor networks
ACM Transactions on Sensor Networks (TOSN)
Bidding Protocols for Deploying Mobile Sensors
IEEE Transactions on Mobile Computing
A daily weather generator for use in climate change studies
Environmental Modelling & Software
Hierarchical Node Clustering Approach for Energy Savings in WSNs
SERA '07 Proceedings of the 5th ACIS International Conference on Software Engineering Research, Management & Applications
Mobility-Assisted Spatiotemporal Detection in Wireless Sensor Networks
ICDCS '08 Proceedings of the 2008 The 28th International Conference on Distributed Computing Systems
A data mining application on air temperature database
ADVIS'04 Proceedings of the Third international conference on Advances in Information Systems
An application-specific protocol architecture for wireless microsensor networks
IEEE Transactions on Wireless Communications
Coverage quality and smoothness criteria for online view selection in a multi-camera network
ACM Transactions on Sensor Networks (TOSN)
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This article studies clustered wireless sensor networks (WSNs), a realistic topology resulting from common deployment methods. We study coverage in naturally clustered networks of wireless sensor nodes, as opposed to WSNs where clustering is facilitated by selection. We show that along with increasing the vacancy in random placement of nodes in a WSN, it also alters the connectivity properties in the network. We analyze varying levels of redundancy to determine the probability of coverage in the network. The phenomenon of clustering in networks of wireless sensor nodes raises interesting questions for future research and development. The article provides a foundation for the design to optimize network performance with the constraint of sensing coverage.