Deterministic Learning Automata Solutions to the Equipartitioning Problem
IEEE Transactions on Computers
Slot allocation strategies for TDMA protocols in multihop packet radio networks
IEEE INFOCOM '92 Proceedings of the eleventh annual joint conference of the IEEE computer and communications societies on One world through communications (Vol. 2)
Making transmission schedules immune to topology changes in multi-hop packet radio networks
IEEE/ACM Transactions on Networking (TON)
Geography-informed energy conservation for Ad Hoc routing
Proceedings of the 7th annual international conference on Mobile computing and networking
A new approach to channel access scheduling for Ad Hoc networks
Proceedings of the 7th annual international conference on Mobile computing and networking
Wireless Communications: Principles and Practice
Wireless Communications: Principles and Practice
Introduction to Reinforcement Learning
Introduction to Reinforcement Learning
Grid Coverage for Surveillance and Target Location in Distributed Sensor Networks
IEEE Transactions on Computers
A Learning Automata Based Dynamic Guard Channel Scheme
EurAsia-ICT '02 Proceedings of the First EurAsian Conference on Information and Communication Technology
Energy-Efficient Communication Protocol for Wireless Microsensor Networks
HICSS '00 Proceedings of the 33rd Hawaii International Conference on System Sciences-Volume 8 - Volume 8
Power Efficient System for Sensor Networks
ISCC '03 Proceedings of the Eighth IEEE International Symposium on Computers and Communications
PEAS: A Robust Energy Conserving Protocol for Long-lived Sensor Networks
ICDCS '03 Proceedings of the 23rd International Conference on Distributed Computing Systems
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
Handbook of Sensor Networks: Compact Wireless and Wired Sensing Systems
Handbook of Sensor Networks: Compact Wireless and Wired Sensing Systems
Network coverage using low duty-cycled sensors: random & coordinated sleep algorithms
Proceedings of the 3rd international symposium on Information processing in sensor networks
Coverage Issue in Sensor Networks with Adjustable Ranges
ICPPW '04 Proceedings of the 2004 International Conference on Parallel Processing Workshops
Power conservation and quality of surveillance in target tracking sensor networks
Proceedings of the 10th annual international conference on Mobile computing and networking
Uncertainty-aware and coverage-oriented deployment for sensor networks
Journal of Parallel and Distributed Computing
PMAC: An Adaptive Energy-Efficient MAC Protocol for Wireless Sensor Networks
IPDPS '05 Proceedings of the 19th IEEE International Parallel and Distributed Processing Symposium (IPDPS'05) - Workshop 12 - Volume 13
Mobility improves coverage of sensor networks
Proceedings of the 6th ACM international symposium on Mobile ad hoc networking and computing
IEEE Transactions on Computers
Tracking Targets with Quality inWireless Sensor Networks
ICNP '05 Proceedings of the 13TH IEEE International Conference on Network Protocols
Cooperative target tracking using mobile robots
Cooperative target tracking using mobile robots
Achieving Real-Time Target Tracking UsingWireless Sensor Networks
RTAS '06 Proceedings of the 12th IEEE Real-Time and Embedded Technology and Applications Symposium
Dynamic wake-up and topology maintenance protocols with spatiotemporal guarantees
IPSN '05 Proceedings of the 4th international symposium on Information processing in sensor networks
Active Learning Driven Data Acquisition for Sensor Networks
ISCC '06 Proceedings of the 11th IEEE Symposium on Computers and Communications
A survey of energy-efficient scheduling mechanisms in sensor networks
Mobile Networks and Applications
Energy-aware scheduling with quality of surveillance guarantee in wireless sensor networks
DIWANS '06 Proceedings of the 2006 workshop on Dependability issues in wireless ad hoc networks and sensor networks
Proceedings of the 12th annual international conference on Mobile computing and networking
A sensor-cyber network testbed for plume detection, identification, and tracking
Proceedings of the 6th international conference on Information processing in sensor networks
Guaranteeing the network lifetime in wireless sensor networks: A MAC layer approach
Computer Communications
Efficient duty cycling through prediction and sampling in wireless sensor networks
Wireless Communications & Mobile Computing - Cognitive Radio, Software Defined Radio And Adaptive Wireless Systems
Topology control with Hexagonal Tessellation
International Journal of Sensor Networks
Cooperative caching in wireless multimedia sensor networks
Mobile Networks and Applications
On the lifetime of wireless sensor networks
ACM Transactions on Sensor Networks (TOSN)
EDLA Tradeoffs for Wireless Sensor Network Target Tracking
ICDCSW '09 Proceedings of the 2009 29th IEEE International Conference on Distributed Computing Systems Workshops
Query Sensitive Storage for Wireless Sensor Networks
PCI '09 Proceedings of the 2009 13th Panhellenic Conference on Informatics
EEMLA: Energy Efficient Monitoring of Wireless Sensor Network with Learning Automata
ICSAP '10 Proceedings of the 2010 International Conference on Signal Acquisition and Processing
Decentralized scattering of wake-up times in wireless sensor networks
EWSN'07 Proceedings of the 4th European conference on Wireless sensor networks
Energy-quality tradeoffs for target tracking in wireless sensor networks
IPSN'03 Proceedings of the 2nd international conference on Information processing in sensor networks
An adaptive scheduling protocol for multi-scale sensor network architecture
DCOSS'07 Proceedings of the 3rd IEEE international conference on Distributed computing in sensor systems
ICARIS'06 Proceedings of the 5th international conference on Artificial Immune Systems
HiPC'05 Proceedings of the 12th international conference on High Performance Computing
ESCORT: energy-efficient sensor network communal routing topology using signal quality metrics
ICN'05 Proceedings of the 4th international conference on Networking - Volume Part I
On the monitoring period for fault-tolerant sensor networks
LADC'05 Proceedings of the Second Latin-American conference on Dependable Computing
Sensor density for complete information coverage in wireless sensor networks
EWSN'06 Proceedings of the Third European conference on Wireless Sensor Networks
J-Sim: a simulation and emulation environment for wireless sensor networks
IEEE Wireless Communications
Adaptive downlink scheduling and rate selection: a cross-layer design
IEEE Journal on Selected Areas in Communications
Sensing task assignment via sensor selection for maximum target coverage in WSNs
Journal of Network and Computer Applications
Primal and dual-based algorithms for sensing range adjustment in WSNs
The Journal of Supercomputing
Maximizing Lifetime of Target Coverage in Wireless Sensor Networks Using Learning Automata
Wireless Personal Communications: An International Journal
ELACCA: Efficient Learning Automata Based Cell Clustering Algorithm for Wireless Sensor Networks
Wireless Personal Communications: An International Journal
Wireless Personal Communications: An International Journal
Learning automata-based algorithms for finding cover sets in wireless sensor networks
The Journal of Supercomputing
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The dynamic point coverage problem in wireless sensor networks is to detect some moving target points in the area of the network using as few sensor nodes as possible. One way to deal with this problem is to schedule sensor nodes in such a way that a node is activated only at the times a target point is in its sensing region. In this paper we propose SALA, a scheduling algorithm based on learning automata, to deal with the problem of dynamic point coverage. In SALA each node in the network is equipped with a set of learning automata. The learning automata residing in each node try to learn the maximum sleep duration for the node in such a way that the detection rate of target points by the node does not degrade dramatically. This is done using the information obtained about the movement patterns of target points while passing throughout the sensing region of the nodes. We consider two types of target points; events and moving objects. Events are assumed to occur periodically or based on a Poisson distribution and moving objects are assumed to have a static movement path which is repeated periodically with a randomly selected velocity. In order to show the performance of SALA, some experiments have been conducted. The experimental results show that SALA outperforms the existing methods such as LEACH, GAF, PEAS and PW in terms of energy consumption.