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Improved approximation algorithms for geometric set cover
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Covering with Fat Convex Discs
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Barrier coverage with wireless sensors
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ExScal: Elements of an Extreme Scale Wireless Sensor Network
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Deploying wireless sensors to achieve both coverage and connectivity
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Analysis of target detection performance for wireless sensor networks
DCOSS'05 Proceedings of the First IEEE international conference on Distributed Computing in Sensor Systems
Minimum-cost linear coverage by sensors with adjustable ranges
WASA'11 Proceedings of the 6th international conference on Wireless algorithms, systems, and applications
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WASA'11 Proceedings of the 6th international conference on Wireless algorithms, systems, and applications
Wireless coverage with disparate ranges
MobiHoc '11 Proceedings of the Twelfth ACM International Symposium on Mobile Ad Hoc Networking and Computing
A new approach for integrated coverage and connectivity in wireless sensor networks
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Pattern mutation in wireless sensor deployment
IEEE/ACM Transactions on Networking (TON)
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An efficient strategy of nonuniform sensor deployment in cyber physical systems
The Journal of Supercomputing
Computer Networks: The International Journal of Computer and Telecommunications Networking
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In this paper, we study deployment patterns to achieve full coverage and k-connectivity (k ≤ 6) under different ratios of the sensor communication range (denoted by Rc) to the sensing range (denoted by Rs) for homogeneous wireless sensor networks (WSNs). In particular, we propose new patterns for 3- and 5-connectivity. We also discover that there exists a hexagon-based universally elemental pattern that can generate all known optimal patterns. The previously proposed Voronoi-based approach cannot be applied to prove the optimality of the new patterns due to their special features. We propose a new deployment-polygon-based methodology. We prove the optimality of deployment patterns to achieve 3-connectivity, 4-connectivity, and 5-connectivity for certain ranges of Rc/Rs, respectively, and prove the optimality of deployment patterns to achieve 6-connectivity under all ranges of Rc/Rs.