Balancing Steiner trees and shortest path trees online
SODA '00 Proceedings of the eleventh annual ACM-SIAM symposium on Discrete algorithms
Geography-informed energy conservation for Ad Hoc routing
Proceedings of the 7th annual international conference on Mobile computing and networking
The Impact of Data Aggregation in Wireless Sensor Networks
ICDCSW '02 Proceedings of the 22nd International Conference on Distributed Computing Systems
ZBP: A Zone-based Broadcasting Protocol for Wireless Sensor Networks
AINA '04 Proceedings of the 18th International Conference on Advanced Information Networking and Applications - Volume 2
Gathering correlated data in sensor networks
Proceedings of the 2004 joint workshop on Foundations of mobile computing
Exploiting Sink Mobility for Maximizing Sensor Networks Lifetime
HICSS '05 Proceedings of the Proceedings of the 38th Annual Hawaii International Conference on System Sciences - Volume 09
On balancing network traffic in path-based multicast communication
Future Generation Computer Systems - Systems performance analysis and evaluation
Adaptive Data Fusion for Energy Efficient Routing in Wireless Sensor Networks
IEEE Transactions on Computers
Routing Correlated Data with Fusion Cost in Wireless Sensor Networks
IEEE Transactions on Mobile Computing
Energy optimal data propagation in wireless sensor networks
Journal of Parallel and Distributed Computing
Analytical modeling and mitigation techniques for the energy hole problem in sensor networks
Pervasive and Mobile Computing
General Network Lifetime and Cost Models for Evaluating Sensor Network Deployment Strategies
IEEE Transactions on Mobile Computing
Power control schemes in wireless sensor networks for homecare e-health applications
Proceedings of the 1st international conference on PErvasive Technologies Related to Assistive Environments
A scalable key management and clustering scheme for wireless ad hoc and sensor networks
Future Generation Computer Systems
Avoiding Energy Holes in Wireless Sensor Networks with Nonuniform Node Distribution
IEEE Transactions on Parallel and Distributed Systems
Distributed Algorithm for En Route Aggregation Decision in Wireless Sensor Networks
IEEE Transactions on Mobile Computing
Balancing Energy Consumption to Maximize Network Lifetime in Data-Gathering Sensor Networks
IEEE Transactions on Parallel and Distributed Systems
Data fusion improves the coverage of wireless sensor networks
Proceedings of the 15th annual international conference on Mobile computing and networking
Traffic-aware relay node deployment for data collection in wireless sensor networks
SECON'09 Proceedings of the 6th Annual IEEE communications society conference on Sensor, Mesh and Ad Hoc Communications and Networks
An application-specific protocol architecture for wireless microsensor networks
IEEE Transactions on Wireless Communications
Editorial: Special section: Green computing
Future Generation Computer Systems
Future Generation Computer Systems
International Journal of Mobile Network Design and Innovation
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
PCRLB-based sensor selection for maneuvering target tracking in range-based sensor networks
Future Generation Computer Systems
WSN in cyber physical systems: Enhanced energy management routing approach using software agents
Future Generation Computer Systems
Enhancement of wireless sensor network lifetime by deploying heterogeneous nodes
Journal of Network and Computer Applications
Simulation framework for real-time database on WSNs
Journal of Network and Computer Applications
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For Wireless Sensor Networks (WSNs), an unbalanced energy consumption will decrease the lifetime of network. In this paper, we leverage mobile agent technology to investigate the problem of how to balance the energy consumption during data collection in WSNs. We first demonstrate that for a sensor network with uniform node distribution and constant data reporting, balancing the energy of the whole network cannot be realized when the distribution of data among sensor nodes is unbalanced. We design a method to mitigate the uneven energy dissipation problem by controlling the mobility of agents, which is achieved by an energy prediction strategy to find their positions. Finally, we propose energy balancing cluster routing based on a mobile agent (EBMA) for WSNs. To obtain better performance, the cluster structure is formed based on cellular topology taking into consideration the energy balancing of inter-cluster and intra-cluster environments. Extensive simulation experiments are carried out to evaluate EBMA with several performance criteria. Our simulation results show that EBMA can effectively balance energy consumption and perform high efficiency in large-scale network deployment.