GPSR: greedy perimeter stateless routing for wireless networks
MobiCom '00 Proceedings of the 6th annual international conference on Mobile computing and networking
Dynamic voltage scaling on a low-power microprocessor
Proceedings of the 7th annual international conference on Mobile computing and networking
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
Journal of Parallel and Distributed Computing
IEEE Transactions on Parallel and Distributed Systems
Computers and Intractability: A Guide to the Theory of NP-Completeness
Computers and Intractability: A Guide to the Theory of NP-Completeness
Hypercube Algorithms on Mesh Connected Multicomputers
IEEE Transactions on Parallel and Distributed Systems
Computation hierarchy for in-network processing
WSNA '03 Proceedings of the 2nd ACM international conference on Wireless sensor networks and applications
Collaborative Resource Allocation in Wireless Sensor Networks
ECRTS '04 Proceedings of the 16th Euromicro Conference on Real-Time Systems
Mapping of Subtasks with Multiple Versions in a Heterogeneous Ad Hoc Grid Environment
ISPDC '04 Proceedings of the Third International Symposium on Parallel and Distributed Computing/Third International Workshop on Algorithms, Models and Tools for Parallel Computing on Heterogeneous Networks
Energy-balanced task allocation for collaborative processing in wireless sensor networks
Mobile Networks and Applications
Panoptes: scalable low-power video sensor networking technologies
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
The case for multi--tier camera sensor networks
NOSSDAV '05 Proceedings of the international workshop on Network and operating systems support for digital audio and video
Collaborative in-network processing for target tracking
EURASIP Journal on Applied Signal Processing
Joint multiple target tracking and classification in collaborative sensor networks
IEEE Journal on Selected Areas in Communications
Node clustering in wireless sensor networks: recent developments and deployment challenges
IEEE Network: The Magazine of Global Internetworking
Review: A survey on cross-layer solutions for wireless sensor networks
Journal of Network and Computer Applications
Battery-aware task scheduling in distributed mobile systems with lifetime constraint
Proceedings of the 16th Asia and South Pacific Design Automation Conference
Journal of Signal Processing Systems
DynAGreen: hierarchical dynamic energy efficient task assignment for wireless healthcare systems
Proceedings of the Fifth International Conference on Body Area Networks
Proceedings of the 15th ACM international conference on Modeling, analysis and simulation of wireless and mobile systems
Sensing task assignment via sensor selection for maximum target coverage in WSNs
Journal of Network and Computer Applications
Thermal-aware task scheduling in 3D chip multiprocessor with real-time constrained workloads
ACM Transactions on Embedded Computing Systems (TECS) - Special issue on embedded systems for interactive multimedia services (ES-IMS)
Adaptive energy-efficient scheduling for hierarchical wireless sensor networks
ACM Transactions on Sensor Networks (TOSN)
Journal of Parallel and Distributed Computing
Efficient allocation of resources in multiple heterogeneous Wireless Sensor Networks
Journal of Parallel and Distributed Computing
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Emerging Wireless Sensor Network (WSN) applications demand considerable computation capacity for in-network processing. To achieve the required processing capacity, cross-layer collaborative in-network processing among sensors emerges as a promising solution: Sensors do not only process information at the application layer, but also synchronize their communication activities to exchange partially processed data for parallel processing. However, scheduling computation and communication events is a challenging problem in WSNs due to limited resource availability and shared communication medium. In this work, an application-independent task mapping and scheduling solution in multihop homogeneous WSNs, Multihop Task Mapping and Scheduling (MTMS), is presented that provides real-time guarantees. Using our proposed application model, the multihop channel model, and the communication scheduling algorithm, computation tasks and associated communication events are scheduled simultaneously. The Dynamic Voltage Scaling (DVS) algorithm is presented to further optimize energy consumption. Simulation results show significant performance improvements compared with existing mechanisms in terms of minimizing energy consumption subject to delay constraints.