An introduction to signal detection and estimation (2nd ed.)
An introduction to signal detection and estimation (2nd ed.)
Principles of mobile communication (2nd ed.)
Principles of mobile communication (2nd ed.)
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
PSFQ: a reliable transport protocol for wireless sensor networks
WSNA '02 Proceedings of the 1st ACM international workshop on Wireless sensor networks and applications
Sensor deployment strategy for target detection
WSNA '02 Proceedings of the 1st ACM international workshop on Wireless sensor networks and applications
Wireless sensor networks: a survey
Computer Networks: The International Journal of Computer and Telecommunications Networking
ESRT: event-to-sink reliable transport in wireless sensor networks
Proceedings of the 4th ACM international symposium on Mobile ad hoc networking & computing
Distributed Source Coding: Symmetric Rates and Applications to Sensor Networks
DCC '00 Proceedings of the Conference on Data Compression
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
CODA: congestion detection and avoidance in sensor networks
Proceedings of the 1st international conference on Embedded networked sensor systems
Energy-aware management for cluster-based sensor networks
Computer Networks: The International Journal of Computer and Telecommunications Networking
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
Event-to-sink reliable transport in wireless sensor networks
IEEE/ACM Transactions on Networking (TON)
Spatial correlation-based collaborative medium access control in wireless sensor networks
IEEE/ACM Transactions on Networking (TON)
A survey on wireless multimedia sensor networks
Computer Networks: The International Journal of Computer and Telecommunications Networking
Understanding optimal data gathering in the energy and latency domains of a wireless sensor network
Computer Networks: The International Journal of Computer and Telecommunications Networking
A spatial sampling scheme based on innovations diffusion in sensor networks
Proceedings of the 6th international conference on Information processing in sensor networks
Approximate wireless sensor network health monitoring
IWCMC '07 Proceedings of the 2007 international conference on Wireless communications and mobile computing
IWCMC '07 Proceedings of the 2007 international conference on Wireless communications and mobile computing
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 available energy monitoring in wireless sensor networks
International Journal of Sensor Networks
A real-time and reliable transport (RT) 2 protocol for wireless sensor and actor networks
IEEE/ACM Transactions on Networking (TON)
ACM Transactions on Sensor Networks (TOSN)
Transport Protocols for Wireless Sensor Networks: State-of-the-Art and Future Directions
International Journal of Distributed Sensor Networks - Heterogenous Wireless Ad Hoc and Sensor Networks
Optimal routing and data aggregation for maximizing lifetime of wireless sensor networks
IEEE/ACM Transactions on Networking (TON)
Energy conservation in wireless sensor networks: A survey
Ad Hoc Networks
CORA: Correlation-based resilient aggregation in sensor networks
Ad Hoc Networks
LTRES: A loss-tolerant reliable event sensing protocol for wireless sensor networks
Computer Communications
2D motion prediction within wireless sensor network coverage
SMO'09 Proceedings of the 9th WSEAS international conference on Simulation, modelling and optimization
A spatial correlation model for visual information in wireless multimedia sensor networks
IEEE Transactions on Multimedia - Special issue on quality-driven cross-layer design for multimedia communications
Innovations diffusion: a spatial sampling scheme for distributed estimation and detection
IEEE Transactions on Signal Processing
The impact of quasi-equally spaced sensor topologies on signal reconstruction
ACM Transactions on Sensor Networks (TOSN)
Feasibility analysis on optimal sensor selection in cyber-physical systems
ACC'09 Proceedings of the 2009 conference on American Control Conference
An novel energy-efficient MAC protocol based on collision avoidance for wireless sensor networks
WiCOM'09 Proceedings of the 5th International Conference on Wireless communications, networking and mobile computing
Rechargeable sensor activation under temporally correlated events
Wireless Networks
DCOSS'07 Proceedings of the 3rd IEEE international conference on Distributed computing in sensor systems
Spatial correlation code based data aggregation scheme for maximizing network lifetime
NBiS'07 Proceedings of the 1st international conference on Network-based information systems
A two round reporting approach to energy efficient interpolation of sensor fields
SSTD'07 Proceedings of the 10th international conference on Advances in spatial and temporal databases
ICIC'09 Proceedings of the Intelligent computing 5th international conference on Emerging intelligent computing technology and applications
Information processing for live photo mosaic with a group of wireless image sensors
Proceedings of the 9th ACM/IEEE International Conference on Information Processing in Sensor Networks
Spatial correlation-based mobile agent routing algorithm in wireless sensor networks
APCC'09 Proceedings of the 15th Asia-Pacific conference on Communications
Ensuring high sensor data quality through use of online outlier detection techniques
International Journal of Sensor Networks
International Journal of Sensor Networks
Spatial correlation and mobility aware traffic modeling for wireless sensor networks
GLOBECOM'09 Proceedings of the 28th IEEE conference on Global telecommunications
Collaborative pairwise detection schemes for improving coverage in WSNs
GLOBECOM'09 Proceedings of the 28th IEEE conference on Global telecommunications
Lifetime maximization in wireless sensor networks with an estimation mission
GLOBECOM'09 Proceedings of the 28th IEEE conference on Global telecommunications
A decision theoretic approach to Gaussian sensor networks
ICC'09 Proceedings of the 2009 IEEE international conference on Communications
Information quality aware routing in event-driven sensor networks
INFOCOM'10 Proceedings of the 29th conference on Information communications
Delay tolerant event collection in sensor networks with mobile sink
INFOCOM'10 Proceedings of the 29th conference on Information communications
A clustering approximation mechanism based on data spatial correlation in wireless sensor networks
WTS'10 Proceedings of the 9th conference on Wireless telecommunications symposium
Pattern based routing for event driven wireless sensor-actor networks
Proceedings of the 1st Amrita ACM-W Celebration on Women in Computing in India
Capacity aware optimal activation of sensor nodes under reproduction distortion measures
MILCOM'06 Proceedings of the 2006 IEEE conference on Military communications
EURASIP Journal on Wireless Communications and Networking - Special issue on signal processing-assisted protocols and algorithms for cooperating objects and wireless sensor networks
SILENCE: distributed adaptive sampling for sensor-based autonomic systems
Proceedings of the 8th ACM international conference on Autonomic computing
Lossy data aggregation with network coding in stand-alone wireless sensor networks
NEW2AN'11/ruSMART'11 Proceedings of the 11th international conference and 4th international conference on Smart spaces and next generation wired/wireless networking
Proceedings of the 14th ACM international conference on Modeling, analysis and simulation of wireless and mobile systems
An adaptive and composite spatio-temporal data compression approach for wireless sensor networks
Proceedings of the 14th ACM international conference on Modeling, analysis and simulation of wireless and mobile systems
Localized recursive estimation in wireless sensor networks
MSN'05 Proceedings of the First international conference on Mobile Ad-hoc and Sensor Networks
Maximum lifetime routing and data aggregation for wireless sensor networks
NETWORKING'06 Proceedings of the 5th international IFIP-TC6 conference on Networking Technologies, Services, and Protocols; Performance of Computer and Communication Networks; Mobile and Wireless Communications Systems
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
Designing an efficient PCA based data model for wireless sensor networks
Proceedings of the 1st International Conference on Wireless Technologies for Humanitarian Relief
Worm propagation control based on spatial correlation in wireless sensor network
APWeb'12 Proceedings of the 14th international conference on Web Technologies and Applications
Mitigating On-Off attacks in reputation-based secure data aggregation for wireless sensor networks
Security and Communication Networks
Proceedings of the International Conference on Advances in Computing, Communications and Informatics
Spatially correlated multi-modal wireless sensor networks: a coalitional game theoretic approach
AIS'12 Proceedings of the Third international conference on Autonomous and Intelligent Systems
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
International Journal of Ad Hoc and Ubiquitous Computing
Zone based data aggregation scheduling scheme for maximizing network lifetime
ISPA'07 Proceedings of the 5th international conference on Parallel and Distributed Processing and Applications
Packet-level attestation (PLA): A framework for in-network sensor data reliability
ACM Transactions on Sensor Networks (TOSN)
Energy efficient data gathering using prediction-based filtering in wireless sensor networks
International Journal of Information and Communication Technology
ACM Transactions on Sensor Networks (TOSN)
Qute: quality-of-monitoring aware sensing and routing strategy in wireless sensor networks
Proceedings of the fourteenth ACM international symposium on Mobile ad hoc networking and computing
Compression in wireless sensor networks: A survey and comparative evaluation
ACM Transactions on Sensor Networks (TOSN)
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Wireless Sensor Networks (WSN) are characterized by the dense deployment of sensor nodes that continuously observe physical phenomenon. Due to high density in the network topology, sensor observations are highly correlated in the space domain. Furthermore, the nature of the physical phenomenon constitutes the temporal correlation between each consecutive observation of a sensor node. These spatial and temporal correlations along with the collaborative nature of the WSN bring significant potential advantages for the development of efficient communication protocols well-suited for the WSN paradigm. In this paper, several key elements are investigated to capture and exploit the correlation in the WSN for the realization of advanced efficient communication protocols. A theoretical framework is developed to model the spatial and temporal correlations in WSN. The objective of this framework is to enable the development of efficient communication protocols which exploit these advantageous intrinsic features of the WSN paradigm. Based on this framework, possible approaches are discussed to exploit spatial and temporal correlation for efficient medium access and reliable event transport in WSN, respectively.