Wireless integrated network sensors
Communications of the ACM
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
On the interdependence of routing and data compression in multi-hop sensor networks
Proceedings of the 8th annual international conference on Mobile computing and networking
Data Gathering Algorithms in Sensor Networks Using Energy Metrics
IEEE Transactions on Parallel and Distributed Systems
Directed diffusion for wireless sensor networking
IEEE/ACM Transactions on Networking (TON)
Data Gathering in SEnsor Networks using the Energy Delay Metric
IPDPS '01 Proceedings of the 15th International Parallel & Distributed Processing Symposium
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
Supporting Aggregate Queries Over Ad-Hoc Wireless Sensor Networks
WMCSA '02 Proceedings of the Fourth IEEE Workshop on Mobile Computing Systems and Applications
Impact of Network Density on Data Aggregation in Wireless Sensor Networks
ICDCS '02 Proceedings of the 22 nd International Conference on Distributed Computing Systems (ICDCS'02)
Power efficient gathering of correlated data: optimization, NP-completeness and heuristics
ACM SIGMOBILE Mobile Computing and Communications Review
ACM SIGMOBILE Mobile Computing and Communications Review - Special issue on wireless pan & sensor networks
The impact of spatial correlation on routing with compression in wireless sensor networks
Proceedings of the 3rd international symposium on Information processing in sensor networks
Robust distributed network localization with noisy range measurements
SenSys '04 Proceedings of the 2nd international conference on Embedded networked sensor systems
Gateway Placement for Latency and Energy Efficient Data Aggregation
LCN '04 Proceedings of the 29th Annual IEEE International Conference on Local Computer Networks
TAG: a Tiny AGgregation service for Ad-Hoc sensor networks
OSDI '02 Proceedings of the 5th symposium on Operating systems design and implementationCopyright restrictions prevent ACM from being able to make the PDFs for this conference available for downloading
Exploiting Path Diversity in the Link Layer in Wireless Ad Hoc Networks
WOWMOM '05 Proceedings of the Sixth IEEE International Symposium on World of Wireless Mobile and Multimedia Networks
Kansei: a testbed for sensing at scale
Proceedings of the 5th international conference on Information processing in sensor networks
Kansei: A High-Fidelity Sensing Testbed
IEEE Internet Computing
Geographic Random Forwarding (GeRaF) for Ad Hoc and Sensor Networks: Multihop Performance
IEEE Transactions on Mobile Computing
Geographic Random Forwarding (GeRaF) for Ad Hoc and Sensor Networks: Energy and Latency Performance
IEEE Transactions on Mobile Computing
An application-specific protocol architecture for wireless microsensor networks
IEEE Transactions on Wireless Communications
DCTC: dynamic convoy tree-based collaboration for target tracking in sensor networks
IEEE Transactions on Wireless Communications
Aggregation in sensor networks with a user-provided quality of service goal
Information Sciences: an International Journal
MVSink: Incrementally Building In-Network Aggregation Trees
EWSN '09 Proceedings of the 6th European Conference on Wireless Sensor Networks
Prediction Based Mobile Data Aggregation in Wireless Sensor Network
GPC '09 Proceedings of the 4th International Conference on Advances in Grid and Pervasive Computing
Adaptive aggregation tree transformation for energy-efficient query processing in sensor networks
International Journal of Sensor Networks
A fuzzy logic based approach for structure-free aggregation in vehicular ad-hoc networks
Proceedings of the sixth ACM international workshop on VehiculAr InterNETworking
Delay-Constrained Optimal Data Aggregation in Hierarchical Wireless Sensor Networks
Mobile Networks and Applications
Energy-efficient distributed clustering in wireless sensor networks
Journal of Parallel and Distributed Computing
Reducing data aggregation latency by using partially overlapped channels in sensor networks
GLOBECOM'09 Proceedings of the 28th IEEE conference on Global telecommunications
DVD based moving event localization in multihop cellular sensor networks
ICC'09 Proceedings of the 2009 IEEE international conference on Communications
An event-aware MAC scheduling for energy efficient aggregation in wireless sensor networks
Computer Networks: The International Journal of Computer and Telecommunications Networking
Distributed velocity-dependent protocol for multihop cellular sensor networks
EURASIP Journal on Wireless Communications and Networking
Review: From wireless sensor networks towards cyber physical systems
Pervasive and Mobile Computing
An adaptive routing algorithm for grid wireless sensor networks
CIT'11 Proceedings of the 5th WSEAS international conference on Communications and information technology
Structure-free real-time data aggregation in wireless sensor networks
Computer Communications
International Journal of Ad Hoc and Ubiquitous Computing
S-NC: structure-free network coding-aware routing in wireless sensor networks
Proceedings of the 15th ACM international conference on Modeling, analysis and simulation of wireless and mobile systems
A hierarchical back-end architecture for smartphone sensing
Proceedings of the 2012 ACM Research in Applied Computation Symposium
Geographic convergecast using mobile sink in wireless sensor networks
Computer Communications
Wireless Personal Communications: An International Journal
Robust and dynamic data aggregation in wireless sensor networks: A cross-layer approach
Computer Networks: The International Journal of Computer and Telecommunications Networking
Design of structure-free and energy-balanced data aggregation in wireless sensor networks
Journal of Network and Computer Applications
A Framework For Handling Local Broadcast Storm Using Probabilistic Data Aggregation In VANET
Wireless Personal Communications: An International Journal
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Data aggregation protocols can reduce the communication cost, thereby extending the lifetime of sensor networks. Prior works on data aggregation protocols have focused on tree-based or cluster-based structured approaches. Although structured approaches are suited for data gathering applications, they incur high maintenance overhead in dynamic scenarios for event-based applications. The goal of our work is to design techniques and protocols that lead to efficient data aggregation without explicit maintenance of a structure. As packets need to converge spatially and temporally for data aggregation, we propose two corresponding mechanisms—Data-Aware Anycast at the MAC layer and Randomized Waiting at the application layer. We model the performance of the combined protocol that uses both the approaches and show that our analysis matches with the simulations. Using extensive simulations and experiments on a testbed with implementation in TinyOS, we study the performance and potential of structure-free data aggregation.