Multicast operation of the ad-hoc on-demand distance vector routing protocol
MobiCom '99 Proceedings of the 5th annual ACM/IEEE international conference on Mobile computing and networking
Directed diffusion: a scalable and robust communication paradigm for sensor networks
MobiCom '00 Proceedings of the 6th annual international conference on Mobile computing and networking
GPSR: greedy perimeter stateless routing for wireless networks
MobiCom '00 Proceedings of the 6th annual international conference on Mobile computing and networking
Distributed multi-hop scheduling and medium access with delay and throughput constraints
Proceedings of the 7th annual international conference on Mobile computing and networking
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 second ACM international workshop on Principles of mobile computing
Multicast over wireless networks
Communications of the ACM
Data Gathering Algorithms in Sensor Networks Using Energy Metrics
IEEE Transactions on Parallel and Distributed Systems
Time Synchronization for Wireless Sensor Networks
IPDPS '01 Proceedings of the 15th International Parallel & Distributed Processing Symposium
RAP: A Real-Time Communication Architecture for Large-Scale Wireless Sensor Networks
RTAS '02 Proceedings of the Eighth IEEE Real-Time and Embedded Technology and Applications Symposium (RTAS'02)
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RTSS '02 Proceedings of the 23rd IEEE Real-Time Systems Symposium
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ICDCS '03 Proceedings of the 23rd International Conference on Distributed Computing Systems
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INFOCOM '95 Proceedings of the Fourteenth Annual Joint Conference of the IEEE Computer and Communication Societies (Vol. 1)-Volume - Volume 1
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ICNP '01 Proceedings of the Ninth International Conference on Network Protocols
Minimum-energy asynchronous dissemination to mobile sinks in wireless sensor networks
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AIDA: Adaptive application-independent data aggregation in wireless sensor networks
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Energy-conserving data placement and asynchronous multicast in wireless sensor networks
Proceedings of the 1st international conference on Mobile systems, applications and services
An efficient distributed QoS based multicast routing algorithm
PCC '02 Proceedings of the Performance, Computing, and Communications Conference, 2002. on 21st IEEE International
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IPSN'03 Proceedings of the 2nd international conference on Information processing in sensor networks
Rendezvous design algorithms for wireless sensor networks with a mobile base station
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International Journal of Parallel, Emergent and Distributed Systems
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ICA3PP '09 Proceedings of the 9th International Conference on Algorithms and Architectures for Parallel Processing
Middleware for reliable real-time sensor data management
DBISP2P'05/06 Proceedings of the 2005/2006 international conference on Databases, information systems, and peer-to-peer computing
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Euro-Par'10 Proceedings of the 16th international Euro-Par conference on Parallel processing: Part II
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Data Collection in Wireless Sensor Networks with Mobile Elements: A Survey
ACM Transactions on Sensor Networks (TOSN)
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Disseminating data generated by sensors to users is one of useful functions of sensor networks. In probable real-time applications of sensor networks, multiple mobile users should receive data within their end-to-end delay constraint. In this paper, we propose a dynamic DElay-constrained minimum-Energy Dissemination (DEED) scheme. A dissemination tree (d-tree) is updated in a distributed way without regenerating the tree from scratch, such that energy consumption of the tree is minimized while satisfying end-to-end delay constraints. The d-tree is adjusted using delay estimation based on geometric distance. DEED increases the probability that packets arrive at users within an upper-bound end-to-end delay (UBED) and minimizes energy consumption in both building the d-tree and disseminating data to mobile sinks. Evaluation results show that DEED makes each node consume small energy resources and maintains fewer UBED misses when compared to Directed Diffusion and other baselines for sensor networks.