Energy-Efficient Communication Protocol for Wireless Microsensor Networks
HICSS '00 Proceedings of the 33rd Hawaii International Conference on System Sciences-Volume 8 - Volume 8
Ad-hoc On-Demand Distance Vector Routing
WMCSA '99 Proceedings of the Second IEEE Workshop on Mobile Computer Systems and Applications
Railroad: virtual infrastructure for data dissemination in wireless sensor networks
PE-WASUN '05 Proceedings of the 2nd ACM international workshop on Performance evaluation of wireless ad hoc, sensor, and ubiquitous networks
Proceedings of the First ACM workshop on Sensor and actor networks
Distribution of path durations in mobile ad hoc networks and path selection
IEEE/ACM Transactions on Networking (TON)
Formal Modeling of BeeAdHoc: A Bio-inspired Mobile Ad Hoc Network Routing Protocol
ANTS '08 Proceedings of the 6th international conference on Ant Colony Optimization and Swarm Intelligence
Graph Theory and Interconnection Networks
Graph Theory and Interconnection Networks
An Ant Colony Clustering Routing Algorithm for Wireless Sensor Networks
WGEC '09 Proceedings of the 2009 Third International Conference on Genetic and Evolutionary Computing
Analytical model for energy consumption analysis in grid based wireless sensor networks
NTMS'09 Proceedings of the 3rd international conference on New technologies, mobility and security
Swarm intelligence based routing protocol for wireless sensor networks: Survey and future directions
Information Sciences: an International Journal
ACO based qos routing algorithm for wireless sensor networks
UIC'06 Proceedings of the Third international conference on Ubiquitous Intelligence and Computing
ISMS '12 Proceedings of the 2012 Third International Conference on Intelligent Systems Modelling and Simulation
BeeSensor: An energy-efficient and scalable routing protocol for wireless sensor networks
Information Sciences: an International Journal
Capacity regions for wireless ad hoc networks
IEEE Transactions on Wireless Communications
Journal of Network and Computer Applications
Performance of termite-hill routing algorithm on sink mobility in wireless sensor networks
ICSI'12 Proceedings of the Third international conference on Advances in Swarm Intelligence - Volume Part II
Journal of Network and Computer Applications
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The current practice in modeling and simulation of wireless sensor network (WSN) environments is to develop functional WSN systems for event gathering and optimize the necessary performance metric using heuristics and intuition. The evaluation and validation of the WSN system is mostly done using simulation approaches and practical implementations. Simulation studies, despite their wide use and merits for network systems and algorithms validation, have some drawbacks such as long simulation times, and some results reported by several prominent protocols cannot be repeated and are inconsistent. We, therefore, argue that simulation-based validation of WSN systems and environments should be further strengthened through mathematical analysis. To this end, we developed our modeling framework based on energy consumption for WSN topology and information extraction in a grid-based and line-based, randomly distributed sensor network. We strengthen the work with a model of the mobility impact on routing energy consumption by deriving the expected energy consumption of an agent-based reactive routing protocol for a WSN system as a function of packet arrival rate and topology change rate, using a termite hill routing algorithm. The results of our mathematical analysis were also compared with the simulation results.