Principles of mobile communication (2nd ed.)
Principles of mobile communication (2nd ed.)
Dynamic fine-grained localization in Ad-Hoc networks of sensors
Proceedings of the 7th annual international conference on Mobile computing and networking
On the interdependence of routing and data compression in multi-hop sensor networks
Proceedings of the 8th annual international conference on Mobile computing and networking
Wireless sensor networks: a survey
Computer Networks: The International Journal of Computer and Telecommunications Networking
An adaptive energy-efficient MAC protocol for wireless sensor networks
Proceedings of the 1st international conference on Embedded networked sensor systems
Energy-efficient collision-free medium access control for wireless sensor networks
Proceedings of the 1st international conference on Embedded networked sensor systems
Medium access control with coordinated adaptive sleeping for wireless sensor networks
IEEE/ACM Transactions on Networking (TON)
Spatio-temporal correlation: theory and applications for wireless sensor networks
Computer Networks: The International Journal of Computer and Telecommunications Networking - Special issue: In memroy of Olga Casals
Source-channel communication in sensor networks
IPSN'03 Proceedings of the 2nd international conference on Information processing in sensor networks
n-channel symmetric multiple descriptions - part I: (n, k) source-channel erasure codes
IEEE Transactions on Information Theory
Power, spatio-temporal bandwidth, and distortion in large sensor networks
IEEE Journal on Selected Areas in Communications
Modeling spatially correlated data in sensor networks
ACM Transactions on Sensor Networks (TOSN)
Medium access control in wireless sensor networks
Computer Networks: The International Journal of Computer and Telecommunications Networking
Collaborative broadcasting and compression in cluster-based wireless sensor networks
ACM Transactions on Sensor Networks (TOSN)
Cora: correlation-based resilient aggregation in sensor networks
Proceedings of the 10th ACM Symposium on Modeling, analysis, and simulation of wireless and mobile systems
Immune system based distributed node and rate selection in wireless sensor networks
Proceedings of the 1st international conference on Bio inspired models of network, information and computing systems
Efficient gathering of correlated data in sensor networks
ACM Transactions on Sensor Networks (TOSN)
QS-Sift: QoS and spatial correlation-based medium access control in wireless sensor networks
International Journal of Sensor Networks
ACM Transactions on Sensor Networks (TOSN)
Wireless sensor network survey
Computer Networks: The International Journal of Computer and Telecommunications Networking
Adaptive data aggregation scheme in clustered wireless sensor networks
Computer Communications
Energy conservation in wireless sensor networks: A survey
Ad Hoc Networks
CORA: Correlation-based resilient aggregation in sensor networks
Ad Hoc Networks
Efficient RFID Data Imputation by Analyzing the Correlations of Monitored Objects
DASFAA '09 Proceedings of the 14th International Conference on Database Systems for Advanced Applications
Self-correlating predictive information tracking for large-scale production systems
ICAC '09 Proceedings of the 6th international conference on Autonomic computing
Incremental distributed identification of Markov random field models in wireless sensor networks
IEEE Transactions on Signal Processing
A prioritized MAC game framework for event reporting in sensor networks
GameNets'09 Proceedings of the First ICST international conference on Game Theory for Networks
Energy-efficient data gathering in wireless sensor networks with asynchronous sampling
ACM Transactions on Sensor Networks (TOSN)
Leveraging redundancy in sampling-interpolation applications for sensor networks
DCOSS'07 Proceedings of the 3rd IEEE international conference on Distributed computing in sensor systems
Spatial correlation-based mobile agent routing algorithm in wireless sensor networks
APCC'09 Proceedings of the 15th Asia-Pacific conference on Communications
International Journal of Sensor Networks
ACM Transactions on Sensor Networks (TOSN)
IEEE Transactions on Wireless Communications
Pattern based routing for event driven wireless sensor-actor networks
Proceedings of the 1st Amrita ACM-W Celebration on Women in Computing in India
Analysis of network lifetime in cluster-based sensor networks
IEEE Communications Letters
Random field estimation with delay-constrained and delay-tolerant wireless sensor networks
EURASIP Journal on Wireless Communications and Networking - Special issue on signal processing-assisted protocols and algorithms for cooperating objects and wireless sensor networks
A decentralized approach for nonlinear prediction of time series data in sensor networks
EURASIP Journal on Wireless Communications and Networking - Special issue on theoretical and algorithmic foundations of wireless ad hoc and sensor networks
Efficient Sensing Topology Management for Spatial Monitoring with Sensor Networks
Journal of Signal Processing Systems
OLIC: online information compression for scalable hosting infrastructure monitoring
Proceedings of the Nineteenth International Workshop on Quality of Service
CCS-MAC: Exploiting the overheard data for compression in wireless sensor networks
Computer Communications
Energy-aware data processing techniques for wireless sensor networks: a review
Transactions on large-scale data- and knowledge-centered systems III
Model refinement and data filtering in high-tunnel greenhouse sensor network
Proceedings of the 7th ACM symposium on QoS and security for wireless and mobile networks
Bringing introspection into BlobSeer: Towards a self-adaptive distributed data management system
International Journal of Applied Mathematics and Computer Science - SPECIAL SECTION: Efficient Resource Management for Grid-Enabled Applications
A distortion-aware scheduling approach for wireless sensor networks
DCOSS'06 Proceedings of the Second IEEE international conference on Distributed Computing in Sensor Systems
Reasoning services for security and energy management in wireless sensor networks
Proceedings of the 7th International Conference on Network and Services Management
The state of the art in cross-layer design for wireless sensor networks
EURO-NGI'05 Proceedings of the Second international conference on Wireless Systems and Network Architectures in Next Generation Internet
Computers and Electrical Engineering
Exploiting spatial correlation at the link layer for event-driven sensor networks
International Journal of Sensor Networks
Collaborating with correlation for energy efficient WSN
Proceedings of the first ACM international workshop on Mission-oriented wireless sensor networking
Spatial correlation and mobility-aware traffic modeling for wireless sensor networks
IEEE/ACM Transactions on Networking (TON)
Exploiting Sensor Spatial Correlation for Dynamic Data Driven Simulation of Wildfire
PADS '12 Proceedings of the 2012 ACM/IEEE/SCS 26th Workshop on Principles of Advanced and Distributed Simulation
An energy-balancing clustering approach for gradient-based routing in wireless sensor networks
Computer Communications
Adaptive data aggregation for clustered wireless sensor networks
UIC'07 Proceedings of the 4th international conference on Ubiquitous Intelligence and Computing
Reliable and energy efficient cooperative detection in wireless sensor networks
Computer Communications
A cross-layer communication module for the Internet of Things
Computer Networks: The International Journal of Computer and Telecommunications Networking
ACM Transactions on Sensor Networks (TOSN)
Trade-off between energy efficiency and report validity for mobile sensor networks
ACM Transactions on Sensor Networks (TOSN)
Balancing lifetime and classification accuracy of wireless sensor networks
Proceedings of the fourteenth ACM international symposium on Mobile ad hoc networking and computing
A Rate-Distortion Based Aggregation Method Using Spatial Correlation for Wireless Sensor Networks
Wireless Personal Communications: An International Journal
Distributed routing for signal detection in wireless sensor networks
Computer Networks: The International Journal of Computer and Telecommunications Networking
On the optimal randomized clustering in distributed sensor networks
Computer Networks: The International Journal of Computer and Telecommunications Networking
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Wireless Sensor Networks (WSN) are mainly characterized by dense deployment of sensor nodes which collectively transmit information about sensed events to the sink. Due to the spatial correlation between sensor nodes subject to observed events, it may not be necessary for every sensor node to transmit its data. This paper shows how the spatial correlation can be exploited on the Medium Access Control (MAC) layer. To the best of our knowledge, this is the first effort which exploits spatial correlation in WSN on the MAC layer. A theoretical framework is developed for transmission regulation of sensor nodes under a distortion constraint. It is shown that a sensor node can act as a representative node for several other sensor nodes observing the correlated data. Based on the theoretical framework, a distributed, spatial Correlation-based Collaborative Medium Access Control (CC-MAC) protocol is then designed which has two components: Event MAC (E-MAC) and Network MAC (N-MAC). E-MAC filters out the correlation in sensor records while N-MAC prioritizes the transmission of route-thru packets. Simulation results show that CC-MAC achieves high performance in terms energy, packet drop rate, and latency.