Constraint-driven system partitioning
DATE '00 Proceedings of the conference on Design, automation and test in Europe
Physical layer driven protocol and algorithm design for energy-efficient wireless sensor networks
Proceedings of the 7th annual international conference on Mobile computing and networking
Infrastructure tradeoffs for sensor networks
WSNA '02 Proceedings of the 1st ACM international workshop on Wireless sensor networks and applications
Optimizing Sensor Networks in the Energy-Latency-Density Design Space
IEEE Transactions on Mobile Computing
Dynamic Power Management in Wireless Sensor Networks
IEEE Design & Test
Design Space Exploration for Energy-Efficient Secure Sensor Network
ASAP '02 Proceedings of the IEEE International Conference on Application-Specific Systems, Architectures, and Processors
Energy-Efficient Communication Protocol for Wireless Microsensor Networks
HICSS '00 Proceedings of the 33rd Hawaii International Conference on System Sciences-Volume 8 - Volume 8
Energy-Efficient Link Layer for Wireless Microsensor Networks
WVLSI '01 Proceedings of the IEEE Computer Society Workshop on VLSI 2001
Towards a design framework for wearable electronic textiles
ISWC '03 Proceedings of the 7th IEEE International Symposium on Wearable Computers
TOSSIM: accurate and scalable simulation of entire TinyOS applications
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
Proceedings of the 1st international conference on Embedded networked sensor systems
Tuning In-Sensor Data Filtering to Reduce Energy Consumption in Wireless Sensor Networks
Proceedings of the conference on Design, automation and test in Europe - Volume 2
Constraint-guided dynamic reconfiguration in sensor networks
Proceedings of the 3rd international symposium on Information processing in sensor networks
SENS: A Sensor, Environment and Network Simulator
ANSS '04 Proceedings of the 37th annual symposium on Simulation
Network modeling and simulation: a scalable simulator for TinyOS applications
Proceedings of the 34th conference on Winter simulation: exploring new frontiers
Simulating the power consumption of large-scale sensor network applications
SenSys '04 Proceedings of the 2nd international conference on Embedded networked sensor systems
Dynamic Software Reconfiguration in Sensor Networks
ICW '05 Proceedings of the 2005 Systems Communications
Application-based routing optimization in static/semi-staticWireless Sensor Networks
PERCOM '06 Proceedings of the Fourth Annual IEEE International Conference on Pervasive Computing and Communications
System software techniques for low-power operation in wireless sensor networks
ICCAD '05 Proceedings of the 2005 IEEE/ACM International conference on Computer-aided design
IEEE Transactions on Mobile Computing
Evaluation Metrics of MAC Layer in Wireless Sensor Network
ICETET '08 Proceedings of the 2008 First International Conference on Emerging Trends in Engineering and Technology
ROBIO '09 Proceedings of the 2008 IEEE International Conference on Robotics and Biomimetics
IPSN '09 Proceedings of the 2009 International Conference on Information Processing in Sensor Networks
Spatial-Temporal Coverage Optimization in Wireless Sensor Networks
IEEE Transactions on Mobile Computing
Evaluation of Dynamic Profiling Methodologies for Optimization of Sensor Networks
IEEE Embedded Systems Letters
Routing techniques in wireless sensor networks: a survey
IEEE Wireless Communications
Application of fuzzy logic in computer-aided VLSI design
IEEE Transactions on Fuzzy Systems
Efficient design exploration based on module utility selection
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
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The commercialization of sensor-based platforms is facilitating the realization of numerous sensor network applications with diverse application requirements. However, sensor network platforms are becoming increasingly complex to design and optimize due to the multitude of interdependent parameters that must be considered. To further complicate matters, application experts oftentimes are not trained engineers, but rather biologists, teachers, or agriculturists who wish to utilize the sensor-based platforms for various domain-specific tasks. To assist both platform developers and application experts, we present a centralized dynamic profiling and optimization platform for sensor-based systems that enables application experts to rapidly optimize a sensor network for a particular application without requiring extensive knowledge of, and experience with, the underlying physical hardware platform. In this article, we present an optimization framework that allows developers to characterize application requirements through high-level design metrics and fuzzy-logic-based optimization. We further analyze the benefits of utilizing dynamic profiling information to eliminate the guesswork of creating a “good” benchmark, present several reoptimization evaluation algorithms used to detect if re-optimization is necessary, and highlight the benefits of the proposed dynamic optimization framework compared to static optimization alternatives.