Proceedings of the 7th annual international conference on Mobile computing and networking
Wireless Communications: Principles and Practice
Wireless Communications: Principles and Practice
Link Stability and Route Lifetime in Ad-hoc Wireless Networks
ICPPW '02 Proceedings of the 2002 International Conference on Parallel Processing Workshops
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
Impact of radio irregularity on wireless sensor networks
Proceedings of the 2nd international conference on Mobile systems, applications, and services
Wireless Communications
Link-level measurements from an 802.11b mesh network
Proceedings of the 2004 conference on Applications, technologies, architectures, and protocols for computer communications
ASCENT: Adaptive Self-Configuring sEnsor Networks Topologies
IEEE Transactions on Mobile Computing
Energy-efficient forwarding strategies for geographic routing in lossy wireless sensor networks
SenSys '04 Proceedings of the 2nd international conference on Embedded networked sensor systems
Temporal properties of low power wireless links: modeling and implications on multi-hop routing
Proceedings of the 6th ACM international symposium on Mobile ad hoc networking and computing
Exploring Spatial Correlation for Link Quality Estimation in Wireless Sensor Networks
PERCOM '06 Proceedings of the Fourth Annual IEEE International Conference on Pervasive Computing and Communications
Statistical model of lossy links in wireless sensor networks
IPSN '05 Proceedings of the 4th international symposium 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
Models and solutions for radio irregularity in wireless sensor networks
ACM Transactions on Sensor Networks (TOSN)
Research on Wireless Sensor Networks Routing Protocol for Wetland Water Environment Monitoring
ICICIC '06 Proceedings of the First International Conference on Innovative Computing, Information and Control - Volume 3
Implications of link range and (In)stability on sensor network architecture
WiNTECH '06 Proceedings of the 1st international workshop on Wireless network testbeds, experimental evaluation & characterization
On accurate measurement of link quality in multi-hop wireless mesh networks
Proceedings of the 12th annual international conference on Mobile computing and networking
ATPC: adaptive transmission power control for wireless sensor networks
Proceedings of the 4th international conference on Embedded networked sensor systems
Experimental study of concurrent transmission in wireless sensor networks
Proceedings of the 4th international conference on Embedded networked sensor systems
Understanding the causes of packet delivery success and failure in dense wireless sensor networks
Proceedings of the 4th international conference on Embedded networked sensor systems
Improving wireless simulation through noise modeling
Proceedings of the 6th international conference on Information processing in sensor networks
An analysis of unreliability and asymmetry in low-power wireless links
ACM Transactions on Sensor Networks (TOSN)
ICN '07 Proceedings of the Sixth International Conference on Networking
Fidelity and yield in a volcano monitoring sensor network
OSDI '06 Proceedings of the 7th symposium on Operating systems design and implementation
Predicting link quality using supervised learning in wireless sensor networks
ACM SIGMOBILE Mobile Computing and Communications Review
Minimising the effect of WiFi interference in 802.15.4 wireless sensor networks
International Journal of Sensor Networks
Censor networks: a critique of "sensor networks" from a systems perspective
ACM SIGCOMM Computer Communication Review
Designing a reliable and stable link quality metric for wireless sensor networks
Proceedings of the workshop on Real-world wireless sensor networks
The β-factor: measuring wireless link burstiness
Proceedings of the 6th ACM conference on Embedded network sensor systems
Poster abstract: Exploiting the LQI variance for rapid channel quality assessment
IPSN '09 Proceedings of the 2009 International Conference on Information Processing in Sensor Networks
Proceedings of the 7th ACM Conference on Embedded Networked Sensor Systems
Towards Stable Network Performance in Wireless Sensor Networks
RTSS '09 Proceedings of the 2009 30th IEEE Real-Time Systems Symposium
Multi-Channel Interference Measurement and Modeling in Low-Power Wireless Networks
RTSS '09 Proceedings of the 2009 30th IEEE Real-Time Systems Symposium
An empirical study of low-power wireless
ACM Transactions on Sensor Networks (TOSN)
Deployment support network a toolkit for the development of WSNs
EWSN'07 Proceedings of the 4th European conference on Wireless sensor networks
Reliable data delivery in large-scale low-power sensor networks
ACM Transactions on Sensor Networks (TOSN)
Proceedings of the 9th ACM/IEEE International Conference on Information Processing in Sensor Networks
Automatic and robust breadcrumb system deployment for indoor firefighter applications
Proceedings of the 8th international conference on Mobile systems, applications, and services
ICC'09 Proceedings of the 2009 IEEE international conference on Communications
Not all wireless sensor networks are created equal: A comparative study on tunnels
ACM Transactions on Sensor Networks (TOSN)
The κ factor: inferring protocol performance using inter-link reception correlation
Proceedings of the sixteenth annual international conference on Mobile computing and networking
Proceedings of the 8th ACM Conference on Embedded Networked Sensor Systems
Surviving wi-fi interference in low power ZigBee networks
Proceedings of the 8th ACM Conference on Embedded Networked Sensor Systems
Comparison of Data-Driven Link Estimation Methods in Low-Power Wireless Networks
IEEE Transactions on Mobile Computing
EURASIP Journal on Wireless Communications and Networking - Special issue on design, implementation, and evaluation of wireless sensor network systems
BurstProbe: debugging time-critical data delivery in wireless sensor networks
EWSN'11 Proceedings of the 8th European conference on Wireless sensor networks
ARCH: Practical Channel Hopping for Reliable Home-Area Sensor Networks
RTAS '11 Proceedings of the 2011 17th IEEE Real-Time and Embedded Technology and Applications Symposium
Beyond co-existence: Exploiting WiFi white space for Zigbee performance assurance
ICNP '10 Proceedings of the The 18th IEEE International Conference on Network Protocols
EM-MAC: a dynamic multichannel energy-efficient MAC protocol for wireless sensor networks
MobiHoc '11 Proceedings of the Twelfth ACM International Symposium on Mobile Ad Hoc Networking and Computing
F-LQE: a fuzzy link quality estimator for wireless sensor networks
EWSN'10 Proceedings of the 7th European conference on Wireless Sensor Networks
Making sensornet MAC protocols robust against interference
EWSN'10 Proceedings of the 7th European conference on Wireless Sensor Networks
EWSN'06 Proceedings of the Third European conference on Wireless Sensor Networks
Quality-Aware Routing Metrics for Time-Varying Wireless Mesh Networks
IEEE Journal on Selected Areas in Communications
Exploiting ephemeral link correlation for mobile wireless networks
Proceedings of the 10th ACM Conference on Embedded Network Sensor Systems
BLITZ: wireless link quality estimation in the dark
EWSN'13 Proceedings of the 10th European conference on Wireless Sensor Networks
EWSN'13 Proceedings of the 10th European conference on Wireless Sensor Networks
A case for centrally controlled wireless sensor networks
Computer Networks: The International Journal of Computer and Telecommunications Networking
Connectivity and aggregation in multihop wireless networks
Proceedings of the 2013 ACM symposium on Principles of distributed computing
CorLayer: a transparent link correlation layer for energy efficient broadcast
Proceedings of the 19th annual international conference on Mobile computing & networking
An empirical study of link quality estimation techniques for disconnection detection in WBANs
Proceedings of the 16th ACM international conference on Modeling, analysis & simulation of wireless and mobile systems
Synchronous transmissions enable simple yet accurate protocol modeling
Proceedings of the 11th ACM Conference on Embedded Networked Sensor Systems
Data-driven link quality prediction using link features
ACM Transactions on Sensor Networks (TOSN)
Routing protocol design guidelines for smart grid environments
Computer Networks: The International Journal of Computer and Telecommunications Networking
Computer Networks: The International Journal of Computer and Telecommunications Networking
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Radio link quality estimation in Wireless Sensor Networks (WSNs) has a fundamental impact on the network performance and also affects the design of higher-layer protocols. Therefore, for about a decade, it has been attracting a vast array of research works. Reported works on link quality estimation are typically based on different assumptions, consider different scenarios, and provide radically different (and sometimes contradictory) results. This article provides a comprehensive survey on related literature, covering the characteristics of low-power links, the fundamental concepts of link quality estimation in WSNs, a taxonomy of existing link quality estimators, and their performance analysis. To the best of our knowledge, this is the first survey tackling in detail link quality estimation in WSNs. We believe our efforts will serve as a reference to orient researchers and system designers in this area.