The Basic Practice of Statistics with Cdrom
The Basic Practice of Statistics with Cdrom
A wireless sensor network For structural monitoring
SenSys '04 Proceedings of the 2nd international conference on Embedded networked sensor systems
Proceedings of the 3rd international conference on Embedded networked sensor systems
Trio: enabling sustainable and scalable outdoor wireless sensor network deployments
Proceedings of the 5th international conference on Information processing in sensor networks
Telos: enabling ultra-low power wireless research
IPSN '05 Proceedings of the 4th international symposium on Information processing in sensor networks
Optimal Initialization and Gossiping Algorithms for Random Radio Networks
IEEE Transactions on Parallel and Distributed Systems
Underground structure monitoring with wireless sensor networks
Proceedings of the 6th international conference on Information processing in sensor networks
Fidelity and yield in a volcano monitoring sensor network
OSDI '06 Proceedings of the 7th USENIX Symposium on Operating Systems Design and Implementation - Volume 7
TARA: Topology-Aware Resource Adaptation to Alleviate Congestion in Sensor Networks
IEEE Transactions on Parallel and Distributed Systems
LUSTER: wireless sensor network for environmental research
Proceedings of the 5th international conference on Embedded networked sensor systems
The hitchhiker's guide to successful wireless sensor network deployments
Proceedings of the 6th ACM conference on Embedded network sensor systems
Covering space for in-network sensor data storage
Proceedings of the 9th ACM/IEEE International Conference on Information Processing in Sensor Networks
Consistent query answers in inconsistent probabilistic databases
Proceedings of the 2010 ACM SIGMOD International Conference on Management of data
Elon: enabling efficient and long-term reprogramming for wireless sensor networks
Proceedings of the ACM SIGMETRICS international conference on Measurement and modeling of computer systems
Beyond triangle inequality: sifting noisy and outlier distance measurements for localization
INFOCOM'10 Proceedings of the 29th conference on Information communications
Understanding node localizability of wireless ad-hoc networks
INFOCOM'10 Proceedings of the 29th conference on Information communications
DPLC: dynamic packet length control in wireless sensor networks
INFOCOM'10 Proceedings of the 29th conference on Information communications
Towards mobility-based clustering
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
Why are long-term large-scale wireless sensor networks difficult: early experience with GreenOrbs
ACM SIGMOBILE Mobile Computing and Communications Review
Side channel: bits over interference
Proceedings of the sixteenth annual international conference on Mobile computing and networking
Long-term large-scale sensing in the forest: recent advances and future directions of GreenOrbs
Frontiers of Computer Science in China
sMAP: a simple measurement and actuation profile for physical information
Proceedings of the 8th ACM Conference on Embedded Networked Sensor Systems
Locating sensors in the wild: pursuit of ranging quality
Proceedings of the 8th ACM Conference on Embedded Networked Sensor Systems
A generic framework for handling uncertain data with local correlations
Proceedings of the VLDB Endowment
Approaching the optimal schedule for data aggregation in wireless sensor networks
WASA'10 Proceedings of the 5th international conference on Wireless algorithms, systems, and applications
Utilizing temporal highway for data collection in asynchronous duty-cycling sensor networks
WASA'10 Proceedings of the 5th international conference on Wireless algorithms, systems, and applications
Page size optimization for code dissemination in wireless sensor networks
WASA'10 Proceedings of the 5th international conference on Wireless algorithms, systems, and applications
Set similarity join on probabilistic data
Proceedings of the VLDB Endowment
Sampling based algorithms for quantile computation in sensor networks
Proceedings of the 2011 ACM SIGMOD International Conference on Management of data
Approaching efficient flooding protocol design in low-duty-cycle wireless sensor networks
WASA'11 Proceedings of the 6th international conference on Wireless algorithms, systems, and applications
A Survey of Green Mobile Networks: Opportunities and Challenges
Mobile Networks and Applications
Efficient processing of probabilistic set-containment queries on uncertain set-valued data
Information Sciences: an International Journal
@scale: insights from a large, long-lived appliance energy WSN
Proceedings of the 11th international conference on Information Processing in Sensor Networks
Does feature matter: anomaly detection in sensor networks
Proceedings of the 6th International Conference on Body Area Networks
Mining frequent itemsets over uncertain databases
Proceedings of the VLDB Endowment
Low cost data gathering using mobile hybrid sensor networks
ADHOC-NOW'12 Proceedings of the 11th international conference on Ad-hoc, Mobile, and Wireless Networks
Efficient scheduling for periodic aggregation queries in multihop sensor networks
IEEE/ACM Transactions on Networking (TON)
Beyond triangle inequality: Sifting noisy and outlier distance measurements for localization
ACM Transactions on Sensor Networks (TOSN)
Proceedings of the 10th ACM Conference on Embedded Network Sensor Systems
INCOME: Practical land monitoring in precision agriculture with sensor networks
Computer Communications
An agent-based wireless sensor network for water quality data collection
UCAmI'12 Proceedings of the 6th international conference on Ubiquitous Computing and Ambient Intelligence
OFA: An optimistic approach to conquer flip ambiguity in network localization
Computer Networks: The International Journal of Computer and Telecommunications Networking
Property management in wireless sensor networks with overcomplete radon bases
ACM Transactions on Sensor Networks (TOSN)
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
Localization of wireless sensor networks in the wild: pursuit of ranging quality
IEEE/ACM Transactions on Networking (TON)
SmartLoc: push the limit of the inertial sensor based metropolitan localization using smartphone
Proceedings of the 19th annual international conference on Mobile computing & networking
Illuminations and the revelations: lessons learned from GreenOrbs project development
ACM SIGMOBILE Mobile Computing and Communications Review
Elon: Enabling efficient and long-term reprogramming for wireless sensor networks
ACM Transactions on Embedded Computing Systems (TECS)
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Motivated by the needs of precise forest inventory and real-time surveillance for ecosystem management, in this paper we present GreenOrbs [2], a wireless sensor network system and its application for canopy closure estimates. Both the hardware and software designs of GreenOrbs are tailored for sensing in wild environments without human supervision, including a firm weatherproof enclosure of sensor motes and a light-weight mechanism for node state monitoring and data collection. By incorporating a pre-deployment training process as well as a distributed calibration method, the estimates of canopy closure stay accurate and consistent against uncertain sensory data and dynamic environments. We have implemented a prototype system of GreenOrbs and carried out multiple rounds of deployments. The evaluation results demonstrate that GreenOrbs outperforms the conventional approaches for canopy closure estimates. Some early experiences are reported in this paper.