[PDF] Top 20 Genetic Algorithm Based Node Deployment in Hybrid Wireless Sensor Networks

... ABSTRACT In hybrid wireless sensor networks composed of both static and mobile sensor nodes, the random deployment of stationary nodes may cause coverage holes in the sensing field.. Hen[r] ... See full document

... sink based on the “cost” of delivering the packet at each node. Node-Disjoint Multipath [23] relies on a number of alternate paths that do not share any nodes (other than the source and the ... See full document

... of sensor nodes into clusters has been widely pursued by the research community in order to achieve the network scalability objective ...Each sensor node in a cluster collects information and ... See full document

... There are mainly two kinds of routing protocols in WSNs: flat architecture and hierarchical architecture. Flat architecture protocols suffer from data overload when the density of nodes increases and consequently result ... See full document

... various node density, they observe the performance of our define routing game in terms of network lifetime and packet reception ratio ...if node becomes selfish than data transmission will be stop and ... See full document

... cated in that cluster and send the information to the sink directly or via. The other clusters heads. The data broadcast to the sink from CH through other cluster head in such cases the optimized clustering drops load ... See full document

... WSN, genetic and Particle swarm optimization algorithms are used to optimize the WSN in case of network initiation and reformation in optimized ...of wireless sensor networks by using the most ... See full document

... Our proposed system used for settling both the pleasing and non-supportive based programming building issues in various explicit circumstances. In accommodating projects, there are administrators/players which ... See full document

... kind based on the ant colony algorithm routing algorithm in wireless sensor ...head node energy, and the use of ant colony algorithm is simple and easy to implement, ... See full document

... itself. Based on finding the special reproduced node, length of communication range for the whole network cover becomes the most critical parameter and the effects of anchor nodes are decreased sharply ... See full document

... Wireless sensor network is a self-organized network that consists of a large number of low-cost and low-powered sensor devices, called sensor ...in wireless sensor ... See full document

... new algorithm named as GA-SR-MMLT which is based on ...proposed algorithm doesn't divide sensors into different layers or stipulate that GA operations are only implemented between adja- cent layers ... See full document

... For wireless sensor networks, it is two important goals to balance the energy con- sumption of the sensor nodes and improve the life cycle of the ...of sensor nodes in a topology ... See full document

... The node deployed region of wireless sensor network is the two-dimensional surface region, and the node has the function of adjusting the correspondence radius scope; (2) The node uses ... See full document

... these networks uses 31 nodes in simulation tests and these can be arranged in the NS2 ...various node pairs are selected randomly, based on each likely distance between node ...Every ... See full document

... selection based on the mixed strategy Nash equilibrium of the ...dense networks while still allowing ...of algorithm is to maintain a positive profit of all ... See full document

... 5.2.1 Improvement Point If the formula to calculate the number of nodes based on area and sensing radius in other models such as triangle and nested spiral are shown respectively by F1 a[r] ... See full document

... object, node deploy- ment can be divided into coverage-based deployment, network connectivity-based deployment, and energy efficiency-based ...the node deployment ... See full document

... two based on weighted genetic algorithm and constraint genetic algorithm-based optimization coverage ...do genetic algorithm operation and calculate the ... See full document

... of wireless sensor networks using optimal multi-objective node ...to sensor network and has been tackled at various levels such as design, operation and ...Evolution) algorithm. ... See full document