Model predictive control: theory and practice—a survey
Automatica (Journal of IFAC)
A transmission control scheme for media access in sensor networks
Proceedings of the 7th 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
An adaptive energy-efficient MAC protocol for wireless sensor networks
Proceedings of the 1st 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
An analysis of a large scale habitat monitoring application
SenSys '04 Proceedings of the 2nd international conference on Embedded networked sensor systems
Proceedings of the 3rd international conference on Embedded networked sensor systems
X-MAC: a short preamble MAC protocol for duty-cycled wireless sensor networks
Proceedings of the 4th international conference on Embedded networked sensor systems
Constraint Logic Programming using Eclipse
Constraint Logic Programming using Eclipse
Dozer: ultra-low power data gathering in sensor networks
Proceedings of the 6th international conference on Information processing in sensor networks
NSDI'04 Proceedings of the 1st conference on Symposium on Networked Systems Design and Implementation - Volume 1
Fidelity and yield in a volcano monitoring sensor network
OSDI '06 Proceedings of the 7th USENIX Symposium on Operating Systems Design and Implementation - Volume 7
Adaptive Low Power Listening for Wireless Sensor Networks
IEEE Transactions on Mobile Computing
RCRT: rate-controlled reliable transport for wireless sensor networks
Proceedings of the 5th international conference on Embedded networked sensor systems
Koala: Ultra-Low Power Data Retrieval in Wireless Sensor Networks
IPSN '08 Proceedings of the 7th international conference on Information processing in sensor networks
Censor networks: a critique of "sensor networks" from a systems perspective
ACM SIGCOMM Computer Communication Review
Medium access controlfacing the reality of WSN deployments
ACM SIGCOMM Computer Communication Review
PermaDAQ: A scientific instrument for precision sensing and data recovery in environmental extremes
IPSN '09 Proceedings of the 2009 International Conference on Information Processing in Sensor Networks
Monitoring heritage buildings with wireless sensor networks: The Torre Aquila deployment
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
RACNet: a high-fidelity data center sensing network
Proceedings of the 7th ACM Conference on Embedded Networked Sensor Systems
The case for a network protocol isolation layer
Proceedings of the 7th ACM Conference on Embedded Networked Sensor Systems
The FlockLab testbed architecture
Proceedings of the 7th ACM Conference on Embedded Networked Sensor Systems
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)
Adaptive IEEE 802.15.4 protocol for energy efficient, reliable and timely communications
Proceedings of the 9th ACM/IEEE International Conference on Information Processing in Sensor Networks
IDEA: integrated distributed energy awareness for wireless sensor networks
Proceedings of the 8th international conference on Mobile systems, applications, and services
Analyzing MAC protocols for low data-rate applications
ACM Transactions on Sensor Networks (TOSN)
A case for evaluating sensor network protocols concurrently
Proceedings of the fifth ACM international workshop on Wireless network testbeds, experimental evaluation and characterization
Proceedings of the 8th ACM Conference on Embedded Networked Sensor Systems
Proceedings of the 8th ACM Conference on Embedded Networked Sensor Systems
Making sensornet MAC protocols robust against interference
EWSN'10 Proceedings of the 7th European conference on Wireless Sensor Networks
MaxMAC: a maximally traffic-adaptive MAC protocol for wireless sensor networks
EWSN'10 Proceedings of the 7th European conference on Wireless Sensor Networks
ZeroCal: automatic MAC protocol calibration
DCOSS'10 Proceedings of the 6th IEEE international conference on Distributed Computing in Sensor Systems
Distributed algorithms for maximum lifetime routing in wireless sensor networks
IEEE Transactions on Wireless Communications
Proceedings of the 10th ACM Conference on Embedded Network Sensor Systems
Broadcast-free collection protocol
Proceedings of the 10th ACM Conference on Embedded Network Sensor Systems
PCTMC models of wireless sensor network protocols
EPEW'12 Proceedings of the 9th European conference on Computer Performance Engineering
PCTMC models of wireless sensor network protocols
EPEW'12 Proceedings of the 9th European conference on Computer Performance Engineering
FlockLab: a testbed for distributed, synchronized tracing and profiling of wireless embedded systems
Proceedings of the 12th international conference on Information processing in sensor networks
Energy-efficient low power listening for wireless sensor networks in noisy environments
Proceedings of the 12th international conference on Information processing in sensor networks
Chaos: versatile and efficient all-to-all data sharing and in-network processing at scale
Proceedings of the 11th ACM Conference on Embedded Networked Sensor Systems
Synchronous transmissions enable simple yet accurate protocol modeling
Proceedings of the 11th ACM Conference on Embedded Networked Sensor Systems
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We present pTunes, a framework for runtime adaptation of low-power MAC protocol parameters. The MAC operating parameters bear great influence on the system performance, yet their optimal choice is a function of the current network state. Based on application requirements expressed as network lifetime, end-to-end latency, and end-to-end reliability, pTunes automatically determines optimized parameter values to adapt to link, topology, and traffic dynamics. To this end, we introduce a flexible modeling approach, separating protocol-dependent from protocol-independent aspects, which facilitates using pTunes with different MAC protocols, and design an efficient system support that integrates smoothly with the application. To demonstrate its effectiveness, we apply pTunes to X-MAC and LPP. In a 44-node testbed, pTunes achieves up to three-fold lifetime gains over static MAC parameters optimized for peak traffic, the latter being current - and almost unavoidable - practice in real deployments. pTunes promptly reacts to changes in traffic load and link quality, reducing packet loss by 80% during periods of controlled wireless interference. Moreover, pTunes helps the routing protocol recover quickly from critical network changes, reducing packet loss by 70% in a scenario where multiple core routing nodes fail.