Introduction to operations research, 4th ed.
Introduction to operations research, 4th ed.
Understanding packet delivery performance in dense wireless sensor networks
Proceedings of the 1st international conference on Embedded networked sensor systems
Impact of radio irregularity on wireless sensor networks
Proceedings of the 2nd international conference on Mobile systems, applications, and services
Low-coordination topologies for redundancy in sensor networks
Proceedings of the 6th ACM international symposium on Mobile ad hoc networking and computing
Integrated coverage and connectivity configuration for energy conservation in sensor networks
ACM Transactions on Sensor Networks (TOSN)
Efficient Deployment Algorithms for Ensuring Coverage and Connectivity ofWireless Sensor Networks
WICON '05 Proceedings of the First International Conference on Wireless Internet
Analyzing the Yield of ExScal, a Large-Scale Wireless Sensor Network Experiment
ICNP '05 Proceedings of the 13TH IEEE International Conference on Network Protocols
ExScal: Elements of an Extreme Scale Wireless Sensor Network
RTCSA '05 Proceedings of the 11th IEEE International Conference on Embedded and Real-Time Computing Systems and Applications
Analysis of target detection performance for wireless sensor networks
DCOSS'05 Proceedings of the First IEEE international conference on Distributed Computing in Sensor Systems
Profile-matching techniques for on-demand software management in sensor networks
EURASIP Journal on Wireless Communications and Networking
Random walk based routing protocol for wireless sensor networks
Proceedings of the 2nd international conference on Performance evaluation methodologies and tools
Proceedings of the 9th ACM international symposium on Mobile ad hoc networking and computing
Measuring and guaranteeing quality of barrier-coverage in wireless sensor networks
Proceedings of the 9th ACM international symposium on Mobile ad hoc networking and computing
Review: Coverage and connectivity issues in wireless sensor networks: A survey
Pervasive and Mobile Computing
The Journal of Machine Learning Research
Mobile traversal schemes based on triangulation coverage
Mobile Networks and Applications
Localized sensor self-deployment with coverage guarantee
ACM SIGMOBILE Mobile Computing and Communications Review
The optimum sensor redeployment scheme using the most frangible clusters set
Computer Communications
Sensor Placement for 3-Coverage with Minimum Separation Requirements
DCOSS '08 Proceedings of the 4th IEEE international conference on Distributed Computing in Sensor Systems
Fault tolerance measures for large-scale wireless sensor networks
ACM Transactions on Autonomous and Adaptive Systems (TAAS)
On the lifetime of wireless sensor networks
ACM Transactions on Sensor Networks (TOSN)
Low-coordination wake-up algorithms for multiple connected-covered topologies in sensor nets
International Journal of Sensor Networks
Path coverage properties of randomly deployed sensors with finite data-transmission ranges
Computer Networks: The International Journal of Computer and Telecommunications Networking
Fine-grained boundary recognition in wireless ad hoc and sensor networks by topological methods
Proceedings of the tenth ACM international symposium on Mobile ad hoc networking and computing
Low-connectivity and full-coverage three dimensional wireless sensor networks
Proceedings of the tenth ACM international symposium on Mobile ad hoc networking and computing
Energy-efficient capture of stochastic events by global- and local-periodic network coverage
Proceedings of the tenth ACM international symposium on Mobile ad hoc networking and computing
Route in Mobile WSN and Get Self-deployment for Free
DCOSS '09 Proceedings of the 5th IEEE International Conference on Distributed Computing in Sensor Systems
Efficient Sensor Placement for Surveillance Problems
DCOSS '09 Proceedings of the 5th IEEE International Conference on Distributed Computing in Sensor Systems
A failure-tolerant mobile traversal scheme based on triangulation coverage
The Fourth International Conference on Heterogeneous Networking for Quality, Reliability, Security and Robustness & Workshops
Reliability and fault tolerance of coverage models for sensor networks
International Journal of Sensor Networks
Simultaneous placement and scheduling of sensors
IPSN '09 Proceedings of the 2009 International Conference on Information Processing in Sensor Networks
WASA '09 Proceedings of the 4th International Conference on Wireless Algorithms, Systems, and Applications
Localized Sensor Self-deployment with Coverage Guarantee in Complex Environment
ADHOC-NOW '09 Proceedings of the 8th International Conference on Ad-Hoc, Mobile and Wireless Networks
Nonmyopic informative path planning in spatio-temporal models
AAAI'07 Proceedings of the 22nd national conference on Artificial intelligence - Volume 1
Near-optimal observation selection using submodular functions
AAAI'07 Proceedings of the 22nd national conference on Artificial intelligence - Volume 2
Efficient informative sensing using multiple robots
Journal of Artificial Intelligence Research
Measuring and guaranteeing quality of barrier coverage for general belts with wireless sensors
ACM Transactions on Sensor Networks (TOSN)
On deploying wireless sensors to achieve both coverage and connectivity
WiCOM'09 Proceedings of the 5th International Conference on Wireless communications, networking and mobile computing
Topology controlling for QoS in wireless sensor networks
WiCOM'09 Proceedings of the 5th International Conference on Wireless communications, networking and mobile computing
Optimal 3-Coverage with Minimum Separation Requirements for Ubiquitous Computing Environments
Mobile Networks and Applications
The optimization of sensor relocation in wireless mobile sensor networks
Computer Communications
Clustering-based minimum energy wireless m-connected k-covered sensor networks
EWSN'08 Proceedings of the 5th European conference on Wireless sensor networks
Online distributed sensor selection
Proceedings of the 9th ACM/IEEE International Conference on Information Processing in Sensor Networks
Sensor deployment for collaborative target detection in the presence of obstacles
GLOBECOM'09 Proceedings of the 28th IEEE conference on Global telecommunications
Distributed coverage and connectivity in three dimensional wireless sensor networks
Proceedings of the 6th International Wireless Communications and Mobile Computing Conference
Localized sensor self-deployment for guaranteed coverage radius maximization
ICC'09 Proceedings of the 2009 IEEE international conference on Communications
Potential field approach to ensure connectivity and differentiated detection in WSN deployment
ICC'09 Proceedings of the 2009 IEEE international conference on Communications
Critical sensor density for partial connectivity in large area wireless sensor networks
INFOCOM'10 Proceedings of the 29th conference on Information communications
Towards reliable scheduling schemes for long-lived replaceable sensor networks
INFOCOM'10 Proceedings of the 29th conference on Information communications
Multi-round sensor deployment for guaranteed barrier Coverage
INFOCOM'10 Proceedings of the 29th conference on Information communications
Pattern mutation in wireless sensor deployment
INFOCOM'10 Proceedings of the 29th conference on Information communications
Redeploying mobile wireless sensor networks with virtual forces
WD'09 Proceedings of the 2nd IFIP conference on Wireless days
Constructing low-connectivity and full-coverage three dimensional sensor networks
IEEE Journal on Selected Areas in Communications - Special issue on simple wireless sensor networking solutions
Simple movement control algorithm for bi-connectivity in robotic sensor networks
IEEE Journal on Selected Areas in Communications - Special issue on simple wireless sensor networking solutions
Greedy geographic routing in large-scale sensor networks: a minimum network decomposition approach
Proceedings of the eleventh ACM international symposium on Mobile ad hoc networking and computing
Deployment planning tool for indoor 3D-WSNs
Proceedings of the 12th ACM international conference adjunct papers on Ubiquitous computing - Adjunct
Diffusion-based approach to deploying wireless sensor networks
International Journal of Sensor Networks
Topography-aware sensor deployment optimization with CMA-ES
PPSN'10 Proceedings of the 11th international conference on Parallel problem solving from nature: Part II
Robust sensor placements at informative and communication-efficient locations
ACM Transactions on Sensor Networks (TOSN)
Critical sensor density for partial connectivity in large area wireless sensor networks
ACM Transactions on Sensor Networks (TOSN)
Utilising coverage holes and wireless relays for mobile target tracking
International Journal of Ad Hoc and Ubiquitous Computing
Computer Networks: The International Journal of Computer and Telecommunications Networking
Reliable networks with unreliable sensors
ICDCN'11 Proceedings of the 12th international conference on Distributed computing and networking
The optimal k-covering tag deployment for RFID-based localization
Journal of Network and Computer Applications
Periphery deployment for wireless sensor systems with guaranteed coverage percentage
Journal of Systems and Software
Optimal deployment patterns for full coverage and k- connectivity (k ≤ 6) wireless sensor networks
IEEE/ACM Transactions on Networking (TON)
The design and implementation of an intelligent deployment system for RFID readers
Expert Systems with Applications: An International Journal
Coverage problems in sensor networks: A survey
ACM Computing Surveys (CSUR)
The critical-square-grid coverage problem in wireless sensor networks is NP-Complete
Computer Networks: The International Journal of Computer and Telecommunications Networking
Points of interest coverage with connectivity constraints using wireless mobile sensors
NETWORKING'11 Proceedings of the 10th international IFIP TC 6 conference on Networking - Volume Part I
ADHOC-NOW'11 Proceedings of the 10th international conference on Ad-hoc, mobile, and wireless networks
On topology of sensor networks deployed for tracking
WASA'11 Proceedings of the 6th international conference on Wireless algorithms, systems, and applications
A deterministic sensor node deployment method with target coverage and node connectivity
AICI'11 Proceedings of the Third international conference on Artificial intelligence and computational intelligence - Volume Part II
Coverage extension by means of non-conventional multi-hop communications
Computer Communications
On the problem of k-coverage in mission-oriented mobile wireless sensor networks
Computer Networks: The International Journal of Computer and Telecommunications Networking
WSEAS TRANSACTIONS on COMMUNICATIONS
More is more: The benefits of denser sensor deployment
ACM Transactions on Sensor Networks (TOSN)
A least-movement topology repair algorithm for partitioned wireless sensor-actor networks
International Journal of Sensor Networks
Proceedings of the thirteenth ACM international symposium on Mobile Ad Hoc Networking and Computing
Decentralized and energy-balanced algorithms for maintaining temporal full-coverage in mobile WSNs
Wireless Communications & Mobile Computing
Greedy geographic routing in large-scale sensor networks: a minimum network decomposition approach
IEEE/ACM Transactions on Networking (TON)
Sparse WiFi deployment for vehicular internet access with bounded interconnection gap
IEEE/ACM Transactions on Networking (TON)
On the deployment of wireless sensor networks with regular topology patterns
WISM'12 Proceedings of the 2012 international conference on Web Information Systems and Mining
Pattern mutation in wireless sensor deployment
IEEE/ACM Transactions on Networking (TON)
Fast track article: Reliable networks with unreliable sensors
Pervasive and Mobile Computing
Adaptive k-coverage contour evaluation and deployment in wireless sensor networks
ACM Transactions on Sensor Networks (TOSN)
Results on finite wireless sensor networks: Connectivity and coverage
ACM Transactions on Sensor Networks (TOSN)
Distance Distribution in Convex n-Gons: Mathematical Framework and Wireless Networking Applications
Wireless Personal Communications: An International Journal
Fast and reliable robot deployment for substitution networks
Proceedings of the 10th ACM symposium on Performance evaluation of wireless ad hoc, sensor, & ubiquitous networks
On energy-efficient trap coverage in wireless sensor networks
ACM Transactions on Sensor Networks (TOSN)
ACM Transactions on Sensor Networks (TOSN)
Partial sensing coverage with connectivity in lattice wireless sensor networks
International Journal of Sensor Networks
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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It is well-known that placing disks in the triangular lattice pattern is optimal for achieving full coverage on a plane. With the emergence of wireless sensor networks, however, it is now no longer enough to consider coverage alone when deploying a wireless sensor network; connectivity must also be con-sidered. While moderate loss in coverage can be tolerated by applications of wireless sensor networks, loss in connectivity can be fatal. Moreover, since sensors are subject to unanticipated failures after deployment, it is not enough to have a wireless sensor network just connected, it should be k-connected (for k 1 ). In this paper, we propose an optimal deployment pattern to achieve both full coverage and 2-connectivity, and prove its optimality for all values of rc/rs, where rc is the communication radius, and rs is the sensing radius. We also prove the optimality of a previously proposed deployment pattern for achieving both full coverage and 1-connectivity, when rc/rs