The broadcast storm problem in a mobile ad hoc network
MobiCom '99 Proceedings of the 5th annual ACM/IEEE international conference on Mobile computing and networking
Flooding-based geocasting protocols for mobile ad hoc networks
Mobile Networks and Applications
Maté: a tiny virtual machine for sensor networks
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The nesC language: A holistic approach to networked embedded systems
PLDI '03 Proceedings of the ACM SIGPLAN 2003 conference on Programming language design and implementation
Approximate Aggregation Techniques for Sensor Databases
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SenSys '04 Proceedings of the 2nd international conference on Embedded networked sensor systems
Versatile low power media access for wireless sensor networks
SenSys '04 Proceedings of the 2nd international conference on Embedded networked sensor systems
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SenSys '04 Proceedings of the 2nd international conference on Embedded networked sensor systems
ExOR: opportunistic multi-hop routing for wireless networks
Proceedings of the 2005 conference on Applications, technologies, architectures, and protocols for computer communications
Improving loss resilience with multi-radio diversity in wireless networks
Proceedings of the 11th annual international conference on Mobile computing and networking
Intelligent light control using sensor networks
Proceedings of the 3rd international conference on Embedded networked sensor systems
Extended Multipoint Relays to Determine Connected Dominating Sets in MANETs
IEEE Transactions on Computers
A robustness analysis of multi-hop ranging-based localization approximations
Proceedings of the 5th international conference on Information processing in sensor networks
Measurement-based models of delivery and interference in static wireless networks
Proceedings of the 2006 conference on Applications, technologies, architectures, and protocols for computer communications
Virtual ring routing: network routing inspired by DHTs
Proceedings of the 2006 conference on Applications, technologies, architectures, and protocols for computer communications
EnviroSuite: An environmentally immersive programming framework for sensor networks
ACM Transactions on Embedded Computing Systems (TECS)
RBP: robust broadcast propagation in wireless networks
Proceedings of the 4th international conference on Embedded networked sensor systems
Ultra-low duty cycle MAC with scheduled channel polling
Proceedings of the 4th international conference on Embedded networked sensor systems
Health monitoring of civil infrastructures using wireless sensor networks
Proceedings of the 6th international conference on Information processing in sensor networks
Estimation of link interference in static multi-hop wireless networks
IMC '05 Proceedings of the 5th ACM SIGCOMM conference on Internet Measurement
NSDI'04 Proceedings of the 1st conference on Symposium on Networked Systems Design and Implementation - Volume 1
Beacon vector routing: scalable point-to-point routing in wireless sensornets
NSDI'05 Proceedings of the 2nd conference on Symposium on Networked Systems Design & Implementation - Volume 2
Understanding and mitigating the impact of RF interference on 802.11 networks
Proceedings of the 2007 conference on Applications, technologies, architectures, and protocols for computer communications
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ACM SIGOPS Operating Systems Review - Gossip-based computer networking
Data Discovery and Dissemination with DIP
IPSN '08 Proceedings of the 7th international conference on Information processing in sensor networks
Efficiency through eavesdropping: link-layer packet caching
NSDI'08 Proceedings of the 5th USENIX Symposium on Networked Systems Design and Implementation
The β-factor: measuring wireless link burstiness
Proceedings of the 6th ACM conference on Embedded network sensor systems
Leakage-aware energy synchronization for wireless sensor networks
Proceedings of the 7th international conference on Mobile systems, applications, and services
Opportunistic flooding in low-duty-cycle wireless sensor networks with unreliable links
Proceedings of the 15th annual international conference on Mobile computing and networking
Proceedings of the 7th ACM Conference on Embedded Networked Sensor Systems
RACNet: a high-fidelity data center sensing network
Proceedings of the 7th ACM Conference on Embedded Networked Sensor Systems
Proceedings of the 7th ACM Conference on Embedded Networked Sensor Systems
Optimal clock synchronization in networks
Proceedings of the 7th ACM Conference on Embedded Networked Sensor Systems
The κ factor: inferring protocol performance using inter-link reception correlation
Proceedings of the sixteenth annual international conference on Mobile computing and networking
eShare: a capacitor-driven energy storage and sharing network for long-term operation
Proceedings of the 8th ACM Conference on Embedded Networked Sensor Systems
PBN: towards practical activity recognition using smartphone-based body sensor networks
Proceedings of the 9th ACM Conference on Embedded Networked Sensor Systems
Achieving long-term operation with a capacitor-driven energy storage and sharing network
ACM Transactions on Sensor Networks (TOSN)
Exploiting ephemeral link correlation for mobile wireless networks
Proceedings of the 10th ACM Conference on Embedded Network Sensor Systems
Energy-synchronized computing for sustainable sensor networks
Ad Hoc Networks
CorLayer: a transparent link correlation layer for energy efficient broadcast
Proceedings of the 19th annual international conference on Mobile computing & networking
Achieving efficient flooding by utilizing link correlation in wireless sensor networks
IEEE/ACM Transactions on Networking (TON)
Sharing renewable energy in smart microgrids
Proceedings of the ACM/IEEE 4th International Conference on Cyber-Physical Systems
Exploiting constructive interference for scalable flooding in wireless networks
IEEE/ACM Transactions on Networking (TON)
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Existing flooding algorithms have demonstrated their effectiveness in achieving communication efficiency and reliability in wireless sensor networks. However, further performance improvement has been hampered by the assumption of link independence, a design premise imposing the need for costly acknowledgements (ACKs) from every receiver. In this paper, we present Collective Flooding (CF), which exploits the link correlation to achieve flooding reliability using the concept of collective ACKs. CF requires only 1-hop information from a sender, making the design highly distributed and scalable with low complexity. We evaluate CF extensively in real-world settings, using three different types of testbeds: a single hop network with 20 MICAz nodes, a multihop network with 37 nodes, and a linear outdoor network with 48 nodes along a 326-meter-long bridge. System evaluation and extensive simulation show that CF achieves the same reliability as the state-of-the art solutions, while reducing the total number of packet transmission and dissemination delay by 30 - 50% and 35 - 50%, respectively.