Data networks
Vibration-to-electric energy conversion
IEEE Transactions on Very Large Scale Integration (VLSI) Systems - Special issue on low power electronics and design
An environmental energy harvesting framework for sensor networks
Proceedings of the 2003 international symposium on Low power electronics and design
Utilizing Solar Power in Wireless Sensor Networks
LCN '03 Proceedings of the 28th Annual IEEE International Conference on Local Computer Networks
On Generalized Max-Min Rate Allocation and Distributed Convergence Algorithm for Packet Networks
IEEE Transactions on Parallel and Distributed Systems
Performance aware tasking for environmentally powered sensor networks
Proceedings of the joint international conference on Measurement and modeling of computer systems
A wireless sensor network For structural monitoring
SenSys '04 Proceedings of the 2nd international conference on Embedded networked sensor systems
Hardware design experiences in ZebraNet
SenSys '04 Proceedings of the 2nd international conference on Embedded networked sensor systems
Invited Talk: Thermal Energy Harvesting with Thermo Life
BSN '06 Proceedings of the International Workshop on Wearable and Implantable Body Sensor Networks
Trio: enabling sustainable and scalable outdoor wireless sensor network deployments
Proceedings of the 5th international conference on Information processing in sensor networks
Load-Balanced Short-Path Routing in Wireless Networks
IEEE Transactions on Parallel and Distributed Systems
Design considerations for solar energy harvesting wireless embedded systems
IPSN '05 Proceedings of the 4th international symposium on Information processing in sensor networks
Perpetual environmentally powered sensor networks
IPSN '05 Proceedings of the 4th international symposium on Information processing in sensor networks
Interference-aware fair rate control in wireless sensor networks
Proceedings of the 2006 conference on Applications, technologies, architectures, and protocols for computer communications
Health monitoring of civil infrastructures using wireless sensor networks
Proceedings of the 6th international conference on Information processing in sensor networks
Lexicographic Maxmin Fairness for Data Collection in Wireless Sensor Networks
IEEE Transactions on Mobile Computing
Power management in energy harvesting sensor networks
ACM Transactions on Embedded Computing Systems (TECS) - Special Section LCTES'05
LUSTER: wireless sensor network for environmental research
Proceedings of the 5th international conference on Embedded networked sensor systems
Into the wild: taming uncertainty in perpetual mobile networks
Proceedings of the 2009 MobiHoc S3 workshop on MobiHoc S3
Event Based Fairness for Video Surveillance Sensor Networks
NETWORKING '09 Proceedings of the 8th International IFIP-TC 6 Networking Conference
Challenge: ultra-low-power energy-harvesting active networked tags (EnHANTs)
Proceedings of the 15th annual international conference on Mobile computing and networking
SolarMote: a low-cost solar energy supplying and monitoring system for wireless sensor networks
Proceedings of the 7th ACM Conference on Embedded Networked Sensor Systems
Multi-sensor event detection under temporal correlations with renewable energy sources
WiOPT'09 Proceedings of the 7th international conference on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks
Simple solutions for the second decade of Wireless Sensor Networking
Proceedings of the 2010 ACM-BCS Visions of Computer Science Conference
IDEA: integrated distributed energy awareness for wireless sensor networks
Proceedings of the 8th international conference on Mobile systems, applications, and services
Joint energy management and resource allocation in rechargeable sensor networks
INFOCOM'10 Proceedings of the 29th conference on Information communications
Study of joint routing and wireless charging strategies in sensor networks
WASA'10 Proceedings of the 5th international conference on Wireless algorithms, systems, and applications
Blink: managing server clusters on intermittent power
Proceedings of the sixteenth international conference on Architectural support for programming languages and operating systems
Energy harvesting active networked tags (EnHANTs) for ubiquitous object networking
IEEE Wireless Communications
Multi-sensor activation for temporally correlated event monitoring with renewable energy sources
International Journal of Sensor Networks
Perpetual and fair data collection for environmental energy harvesting sensor networks
IEEE/ACM Transactions on Networking (TON)
Maximum utility rate allocation for energy harvesting wireless sensor networks
Proceedings of the 14th ACM international conference on Modeling, analysis and simulation of wireless and mobile systems
Demo: Organic solar cell-equipped energy harvesting active networked tag (EnHANT) prototypes
Proceedings of the 9th ACM Conference on Embedded Networked Sensor Systems
SunCast: fine-grained prediction of natural sunlight levels for improved daylight harvesting
Proceedings of the 11th international conference on Information Processing in Sensor Networks
Probabilistic data collection protocols for energy harvesting wireless sensor networks
International Journal of Ad Hoc and Ubiquitous Computing
Qute: quality-of-monitoring aware sensing and routing strategy in wireless sensor networks
Proceedings of the fourteenth ACM international symposium on Mobile ad hoc networking and computing
A Markovian model for harvested power from human motion
BodyNets '13 Proceedings of the 8th International Conference on Body Area Networks
An evolutionary-based fuzzy resource assignment strategy for elastic traffic
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology
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Renewable energy enables sensor networks with the capability to recharge and provide perpetual data services. Due to low recharging rates and the dynamics of renewable energy such as solar and wind power, providing services without interruptions caused by battery runouts is non-trivial. Most environment monitoring applications require data collection from all nodes at a steady rate. The objective of this paper is to design a solution for fair and high throughput data extraction from all nodes in presence of renewable energy sources. Specifically, we seek to compute the lexicographically maximum data collection rate for each node, such that no node will ever run out of energy. We propose a centralized algorithm and an asynchronous distributed algorithm that can compute the optimal lexicographic rate assignment for all nodes. The centralized algorithm jointly computes the optimal data collection rate for all nodes along with the flows on each link, while the distributed algorithm computes the optimal rate when the routes are pre-determined. We prove the optimality for both the centralized and the distributed algorithms, and use a testbed with 155 sensor nodes to validate the distributed algorithm.