A hop by hop rate-based congestion control scheme
SIGCOMM '92 Conference proceedings on Communications architectures & protocols
Reliable and efficient hop-by-hop flow control
SIGCOMM '94 Proceedings of the conference on Communications architectures, protocols and applications
Highly dynamic Destination-Sequenced Distance-Vector routing (DSDV) for mobile computers
SIGCOMM '94 Proceedings of the conference on Communications architectures, protocols and applications
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
A new model for packet scheduling in multihop wireless networks
MobiCom '00 Proceedings of the 6th annual international conference on Mobile computing and networking
Achieving MAC layer fairness in wireless packet networks
MobiCom '00 Proceedings of the 6th annual international conference on Mobile computing and networking
Geography-informed energy conservation for Ad Hoc routing
Proceedings of the 7th annual international conference on Mobile computing and networking
Proceedings of the 7th annual international conference on Mobile computing and networking
A transmission control scheme for media access in sensor networks
Proceedings of the 7th annual international conference on Mobile computing and networking
Wireless sensor networks for habitat monitoring
WSNA '02 Proceedings of the 1st ACM international workshop on Wireless sensor networks and applications
ESRT: event-to-sink reliable transport in wireless sensor networks
Proceedings of the 4th ACM international symposium on Mobile ad hoc networking & computing
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)
A high-throughput path metric for multi-hop wireless routing
Proceedings of the 9th annual international conference on Mobile computing and networking
Understanding packet delivery performance in dense wireless sensor networks
Proceedings of the 1st international conference on Embedded networked sensor systems
Taming the underlying challenges of reliable multihop routing in sensor networks
Proceedings of the 1st international conference on Embedded networked sensor systems
Timing-sync protocol for sensor networks
Proceedings of the 1st international conference on Embedded networked sensor systems
Overload management in sensor-actuator networks used for spatially-distributed control systems
Proceedings of the 1st international conference on Embedded networked sensor systems
An adaptive energy-efficient MAC protocol for wireless sensor networks
Proceedings of the 1st international conference on Embedded networked sensor systems
CODA: congestion detection and avoidance in sensor networks
Proceedings of the 1st international conference on Embedded networked sensor systems
Reliable bursty convergecast in wireless sensor networks
Proceedings of the 6th ACM international symposium on Mobile ad hoc networking and computing
Practical routing in delay-tolerant networks
Proceedings of the 2005 ACM SIGCOMM workshop on Delay-tolerant networking
Magnetic diffusion: disseminating mission-critical data for dynamic sensor networks
MSWiM '05 Proceedings of the 8th ACM international symposium on Modeling, analysis and simulation of wireless and mobile systems
Packet combining in sensor networks
Proceedings of the 3rd international conference on Embedded networked sensor systems
Siphon: overload traffic management using multi-radio virtual sinks in sensor networks
Proceedings of the 3rd international conference on Embedded networked sensor systems
CONCERT: aggregation-based CONgestion Control for sEnsoR neTworks
Proceedings of the 3rd international conference on Embedded networked sensor systems
A new scheme on link quality prediction and its applications to metric-based routing
Proceedings of the 3rd international conference on Embedded networked sensor systems
DRAND: distributed randomized TDMA scheduling for wireless ad-hoc networks
Proceedings of the 7th ACM international symposium on Mobile ad hoc networking and computing
A supervised learning approach for routing optimizations in wireless sensor networks
REALMAN '06 Proceedings of the 2nd international workshop on Multi-hop ad hoc networks: from theory to reality
WOWMOM '06 Proceedings of the 2006 International Symposium on on World of Wireless, Mobile and Multimedia Networks
Congestion Avoidance Based on Lightweight Buffer Management in Sensor Networks
IEEE Transactions on Parallel and Distributed Systems
Interference-aware fair rate control in wireless sensor networks
Proceedings of the 2006 conference on Applications, technologies, architectures, and protocols for computer communications
Localized algorithm for aggregate fairness in wireless sensor networks
Proceedings of the 12th annual international conference on Mobile computing and networking
Experimental study of concurrent transmission in wireless sensor networks
Proceedings of the 4th international conference on Embedded networked sensor systems
Funneling-MAC: a localized, sink-oriented MAC for boosting fidelity in sensor networks
Proceedings of the 4th international conference on Embedded networked sensor systems
WICON '06 Proceedings of the 2nd annual international workshop on Wireless internet
TARA: Topology-Aware Resource Adaptation to Alleviate Congestion in Sensor Networks
IEEE Transactions on Parallel and Distributed Systems
Practical Routing in Delay-Tolerant Networks
IEEE Transactions on Mobile Computing
Overload traffic management for sensor networks
ACM Transactions on Sensor Networks (TOSN)
Reliable bursty convergecast in wireless sensor networks
Computer Communications
Balancing traffic load in wireless networks with curveball routing
Proceedings of the 8th ACM international symposium on Mobile ad hoc networking and computing
A modular sensornet architecture: past, present, and future directions
ACM SIGBED Review - Special issue on the workshop on wireless sensor network architecture (April-2007)
Predicting link quality using supervised learning in wireless sensor networks
ACM SIGMOBILE Mobile Computing and Communications Review
RCRT: rate-controlled reliable transport for wireless sensor networks
Proceedings of the 5th international conference on Embedded networked sensor systems
Flush: a reliable bulk transport protocol for multihop wireless networks
Proceedings of the 5th international conference on Embedded networked sensor systems
Cluster-based congestion control for sensor networks
ACM Transactions on Sensor Networks (TOSN)
Suppression and failures in sensor networks: a Bayesian approach
VLDB '07 Proceedings of the 33rd international conference on Very large data bases
An approach for congestion control in sensor network using priority based application
Proceedings of the 2nd international conference on Ubiquitous information management and communication
Reliable data transport and congestion control in wireless sensor networks
International Journal of Sensor Networks
ART: an asymmetric and reliable transport mechanism for wireless sensor networks
International Journal of Sensor Networks
A real-time and reliable transport (RT) 2 protocol for wireless sensor and actor networks
IEEE/ACM Transactions on Networking (TON)
DW-MAC: a low latency, energy efficient demand-wakeup MAC protocol for wireless sensor networks
Proceedings of the 9th ACM international symposium on Mobile ad hoc networking and computing
Understanding congestion control in multi-hop wireless mesh networks
Proceedings of the 14th ACM international conference on Mobile computing and networking
Design methodology of a wireless sensor network architecture for urgent information transmission
WICON '07 Proceedings of the 3rd international conference on Wireless internet
Reliable data transmission in event-based sensor networks during overload situation
WICON '07 Proceedings of the 3rd international conference on Wireless internet
Proceedings of the 6th ACM conference on Embedded network sensor systems
IP is dead, long live IP for wireless sensor networks
Proceedings of the 6th ACM conference on Embedded network sensor systems
International Journal of Parallel, Emergent and Distributed Systems
A Hop by Hop Rate Control Based QoS Management for Real Time Traffic in Wireless Sensor Networks
APNOMS '08 Proceedings of the 11th Asia-Pacific Symposium on Network Operations and Management: Challenges for Next Generation Network Operations and Service Management
A hybrid efficient routing protocol for sink-oriented ad hoc sensor networks
International Journal of Mobile Communications
Computer Networks: The International Journal of Computer and Telecommunications Networking
An energy-efficient, transport-controlled MAC protocol for wireless sensor networks
Computer Networks: The International Journal of Computer and Telecommunications Networking
HxH: a hop-by-hop transport protocol for multi-hop wireless networks
Proceedings of the 4th Annual International Conference on Wireless Internet
Block-switched networks: a new paradigm for wireless transport
NSDI'09 Proceedings of the 6th USENIX symposium on Networked systems design and implementation
A cross-layer design for congestion control in UWB-based wireless sensor networks
International Journal of Sensor Networks
LTRES: A loss-tolerant reliable event sensing protocol for wireless sensor networks
Computer Communications
Congestion control protocol for wireless sensor networks handling prioritized heterogeneous traffic
Proceedings of the 5th Annual International Conference on Mobile and Ubiquitous Systems: Computing, Networking, and Services
A Capacity Aware Data Transport Protocol for Wireless Sensor Network
ICCSA '09 Proceedings of the International Conference on Computational Science and Its Applications: Part II
Design and evaluation of a wireless sensor network architecture for urgent information transmission
International Journal of Sensor Networks
Proceedings of the 7th ACM Conference on Embedded Networked Sensor Systems
Explicit and precise rate control for wireless sensor networks
Proceedings of the 7th ACM Conference on Embedded Networked Sensor Systems
LACAS: learning automata-based congestion avoidance scheme for healthcare wireless sensor networks
IEEE Journal on Selected Areas in Communications - Special issue on wireless and pervasive communications for healthcare
DR-OSGi: hardening distributed components with network volatility resiliency
Proceedings of the 10th ACM/IFIP/USENIX International Conference on Middleware
TreeMAC: Localized TDMA MAC protocol for real-time high-data-rate sensor networks
Pervasive and Mobile Computing
Forepressure transmission control for wireless video sensor networks
SECON'09 Proceedings of the 6th Annual IEEE communications society conference on Sensor, Mesh and Ad Hoc Communications and Networks
Separation of sensor control and data in closed-loop sensor networks
SECON'09 Proceedings of the 6th Annual IEEE communications society conference on Sensor, Mesh and Ad Hoc Communications and Networks
Lifetime benefits through load balancing in homogeneous sensor networks
WCNC'09 Proceedings of the 2009 IEEE conference on Wireless Communications & Networking Conference
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
ICANN '09 Proceedings of the 19th International Conference on Artificial Neural Networks: Part II
A multievent congestion control protocol for wireless sensor networks
EURASIP Journal on Wireless Communications and Networking
Real-time data gathering in sensor networks
Discrete Applied Mathematics
Improving event-to-sink throughput in wireless sensor networks
DCOSS'07 Proceedings of the 3rd IEEE international conference on Distributed computing in sensor systems
Reliable data delivery in large-scale low-power sensor networks
ACM Transactions on Sensor Networks (TOSN)
PTCP: phase-divided TCP congestion control scheme in wireless sensor networks
MSN'07 Proceedings of the 3rd international conference on Mobile ad-hoc and sensor networks
Performance study of node placement for congestion control in wireless sensor networks
NTMS'09 Proceedings of the 3rd international conference on New technologies, mobility and security
Congestion control for spatio-temporal data in cyber-physical systems
Proceedings of the 1st ACM/IEEE International Conference on Cyber-Physical Systems
ECODA: enhanced congestion detection and avoidance for multiple class of traffic in sensor networks
APCC'09 Proceedings of the 15th Asia-Pacific conference on Communications
RCRT: Rate-controlled reliable transport protocol for wireless sensor networks
ACM Transactions on Sensor Networks (TOSN)
DR-OSGi: hardening distributed components with network volatility resiliency
Middleware'09 Proceedings of the ACM/IFIP/USENIX 10th international conference on Middleware
Proceedings of the 7th International Conference on Advances in Mobile Computing and Multimedia
Joint energy management and resource allocation in rechargeable sensor networks
INFOCOM'10 Proceedings of the 29th conference on Information communications
Exploring link correlation for efficient flooding in wireless sensor networks
NSDI'10 Proceedings of the 7th USENIX conference on Networked systems design and implementation
Analyzing space-time sensor network data under suppression and failure in transmission
Statistics and Computing
Mitigating starvation in wireless sensor networks
MILCOM'06 Proceedings of the 2006 IEEE conference on Military communications
Energy-efficient congestion detection and avoidance in sensor networks
ACM Transactions on Sensor Networks (TOSN)
Adaptive and Radio-Agnostic QoS for Body Sensor Networks
ACM Transactions on Embedded Computing Systems (TECS)
Reducing congestion in real-time multi-party-tracking sensor network applications
EUC'05 Proceedings of the 2005 international conference on Embedded and Ubiquitous Computing
A congestion control technique for the near-sink nodes in wireless sensor networks
UIC'06 Proceedings of the Third international conference on Ubiquitous Intelligence and Computing
MaxMAC: a maximally traffic-adaptive MAC protocol for wireless sensor networks
EWSN'10 Proceedings of the 7th European conference on Wireless Sensor Networks
Traffic management in wireless sensor networks: Decoupling congestion control and fairness
Computer Communications
Prioritizing data in emergency response based on context, message content and role
Proceedings of the 1st International Conference on Wireless Technologies for Humanitarian Relief
Adaptive random re-routing for differentiated QoS in sensor networks
VoCS'08 Proceedings of the 2008 international conference on Visions of Computer Science: BCS International Academic Conference
Computers & Mathematics with Applications
Neighborhood-centric congestion control for multihop wireless mesh networks
IEEE/ACM Transactions on Networking (TON)
QoS routing in wireless sensor networks—a survey
ACM Computing Surveys (CSUR)
Congestion mitigation using in-network sensor datasummarization
Proceedings of the 9th ACM symposium on Performance evaluation of wireless ad hoc, sensor, and ubiquitous networks
Reliable event detection and congestion avoidance in wireless sensor networks
HPCC'07 Proceedings of the Third international conference on High Performance Computing and Communications
Review: Wireless Sensor Network transport protocol: A critical review
Journal of Network and Computer Applications
A backoff differentiation scheme for contention resolution in wireless converge-cast networks
Concurrency and Computation: Practice & Experience
Broadcast-free collection protocol
Proceedings of the 10th ACM Conference on Embedded Network Sensor Systems
International Journal of Business Data Communications and Networking
Congestion control in wireless sensor networks based on bird flocking behavior
Computer Networks: The International Journal of Computer and Telecommunications Networking
Real-time routing in wireless sensor networks: A potential field approach
ACM Transactions on Sensor Networks (TOSN)
Achieving efficient flooding by utilizing link correlation in wireless sensor networks
IEEE/ACM Transactions on Networking (TON)
CTP: An efficient, robust, and reliable collection tree protocol for wireless sensor networks
ACM Transactions on Sensor Networks (TOSN)
Journal of Network and Computer Applications
Wireless Personal Communications: An International Journal
Deflating link buffers in a wireless mesh network
Ad Hoc Networks
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Network congestion occurs when offered traffic load exceeds available capacity at any point in a network. In wireless sensor networks, congestion causes overall channel quality to degrade and loss rates to rise, leads to buffer drops and increased delays (as in wired networks), and tends to be grossly unfair toward nodes whose data has to traverse a larger number of radio hops. Congestion control in wired networks is usually done using end-to-end and network-layer mechanisms acting in concert. However, this approach does not solve the problem in wireless networks because concurrent radio transmissions on different "links" interact with and affect each other, and because radio channel quality shows high variability over multiple time-scales. We examine three techniques that span different layers of the traditional protocol stack: hop-by-hop flow control, rate limiting source traffic when transit traffic is present, and a prioritized medium access control (MAC) protocol. We implement these techniques and present experimental results from a 55-node in-building wireless sensor network. We demonstrate that the combination of these techniques, Fusion, can improve network efficiency by a factor of three under realistic workloads.