Wireless integrated network sensors
Communications of the ACM
GPSR: greedy perimeter stateless routing for wireless networks
MobiCom '00 Proceedings of the 6th annual international conference on Mobile computing and networking
Capacity of Ad Hoc wireless networks
Proceedings of the 7th annual international conference on Mobile computing and networking
On the minimum node degree and connectivity of a wireless multihop network
Proceedings of the 3rd ACM international symposium on Mobile ad hoc networking & computing
Wireless Communications: Principles and Practice
Wireless Communications: Principles and Practice
A taxonomy of wireless micro-sensor network models
ACM SIGMOBILE Mobile Computing and Communications Review
A two-tier data dissemination model for large-scale wireless sensor networks
Proceedings of the 8th annual international conference on Mobile computing and networking
Proceedings of the 8th annual international conference on Mobile computing and networking
Infrastructure tradeoffs for sensor networks
WSNA '02 Proceedings of the 1st ACM international workshop on Wireless sensor networks and applications
Wireless sensor networks: a survey
Computer Networks: The International Journal of Computer and Telecommunications Networking
Connecting the Physical World with Pervasive Networks
IEEE Pervasive Computing
The Impact of Data Aggregation in Wireless Sensor Networks
ICDCSW '02 Proceedings of the 22nd International Conference on Distributed Computing Systems
Energy-Efficient Communication Protocol for Wireless Microsensor Networks
HICSS '00 Proceedings of the 33rd Hawaii International Conference on System Sciences-Volume 8 - Volume 8
Application-specific protocol architectures for wireless networks
Application-specific protocol architectures for wireless networks
Computation hierarchy for in-network processing
WSNA '03 Proceedings of the 2nd ACM international conference on Wireless sensor networks and applications
Data-gathering wireless sensor networks: organization and capacity
Computer Networks: The International Journal of Computer and Telecommunications Networking - Special issue: Wireless sensor networks
Medium access control with coordinated adaptive sleeping for wireless sensor networks
IEEE/ACM Transactions on Networking (TON)
Proceedings of the 6th ACM international symposium on Mobile ad hoc networking and computing
Virtual patrol: a new power conservation design for surveillance using sensor networks
IPSN '05 Proceedings of the 4th international symposium on Information processing in sensor networks
IPSN'03 Proceedings of the 2nd international conference on Information processing in sensor networks
Adaptive and decentralized operator placement for in-network query processing
IPSN'03 Proceedings of the 2nd international conference on Information processing in sensor networks
Energy conservation in wireless sensor networks: A survey
Ad Hoc Networks
Mitigating energy holes based on transmission range adjustment in wireless sensor networks
Proceedings of the 5th International ICST Conference on Heterogeneous Networking for Quality, Reliability, Security and Robustness
Maximizing network lifetime based on transmission range adjustment in wireless sensor networks
Computer Communications
Optimal Rate Allocation of Compressed Data Streams in Multihop Sensor Networks
DCOSS '09 Proceedings of the 5th IEEE International Conference on Distributed Computing in Sensor Systems
Improving network lifetime with mobile wireless sensor networks
Computer Communications
Mitigating query hotspots for wireless sensor networks
Proceedings of the 6th International Wireless Communications and Mobile Computing Conference
On Adaptive Density Deployment to Mitigate the Sink-Hole Problem in Mobile Sensor Networks
Mobile Networks and Applications
Data Collection in Wireless Sensor Networks with Mobile Elements: A Survey
ACM Transactions on Sensor Networks (TOSN)
A pre-determined node deployment strategy to prolong network lifetime in wireless sensor network
Computer Communications
Decomposition algorithms for maximizing the lifetime of wireless sensor networks with mobile sinks
Computers and Operations Research
A probability density function for energy-balanced lifetime-enhancing node deployment in WSN
ICCSA'11 Proceedings of the 2011 international conference on Computational science and its applications - Volume Part IV
Energy-balancing and lifetime enhancement of wireless sensor network with archimedes spiral
UIC'11 Proceedings of the 8th international conference on Ubiquitous intelligence and computing
Balancing energy consumption with mobile agents in wireless sensor networks
Future Generation Computer Systems
Topology-related modeling and characterization of wireless sensor networks
Proceedings of the 8th ACM Symposium on Performance evaluation of wireless ad hoc, sensor, and ubiquitous networks
Energy Efficiency Routing with Node Compromised Resistance in Wireless Sensor Networks
Mobile Networks and Applications
International Journal of Mobile Network Design and Innovation
Computer Networks: The International Journal of Computer and Telecommunications Networking
Research on the energy hole problem based on unequal cluster-radius for wireless sensor networks
Computer Communications
Energy equilibrium based on corona structure for wireless sensor networks
Wireless Communications & Mobile Computing
Multihop/direct forwarding for 3D wireless sensor networks
Proceedings of the CUBE International Information Technology Conference
K-level based transmission range scheme to alleviate energy hole problem in WSN
Proceedings of the Second International Conference on Computational Science, Engineering and Information Technology
An elaborate chronological and spatial analysis of energy hole for wireless sensor networks
Computer Standards & Interfaces
Sink Node Placement Strategies for Wireless Sensor Networks
Wireless Personal Communications: An International Journal
COCA: Constructing optimal clustering architecture to maximize sensor network lifetime
Computer Communications
Deployment guidelines for achieving maximum lifetime and avoiding energy holes in sensor network
Information Sciences: an International Journal
A novel solution to the energy hole problem in sensor networks
Journal of Network and Computer Applications
BIMAS: a prototype for intrusion detection system using motion sensors and ZigBee
Proceedings of the 7th International Conference on Ubiquitous Information Management and Communication
Avoiding Energy Holes to Maximize Network Lifetime in Gradient Sinking Sensor Networks
Wireless Personal Communications: An International Journal
Deployment strategy of WSN based on minimizing cost per unit area
Computer Communications
Enhancement of wireless sensor network lifetime by deploying heterogeneous nodes
Journal of Network and Computer Applications
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In this paper we investigate the problem of uneven energy consumption in a large class of many-to-one sensor networks. In a many-to-one sensor network, all sensor nodes generate constant bit rate (CBR) data and send them to a single sink via multihop transmissions. This type of sensor network has many potential applications such as environmental monitoring and data gathering. Based on the observation that sensor nodes sitting around the sink need to relay more traffic compared to other nodes in outer sub-regions, our analysis verifies that nodes in inner rings suffer much faster energy consumption rates (ECR) and thus have much shorter expected lifetimes. We term this phenomenon of uneven energy consumption rates as the ''energy hole'' problem, which may result in severe consequences such as early dysfunction of the entire network. We proposed analytical modeling for this problem, which can help understand the relevance of different factors on energy consumption rates. Using this model, we study the effectiveness of several existing approaches towards mitigating the ''energy hole'' problem, including deployment assistance, traffic compression and aggregation. We have used simulation results to validate our analysis.