Qudr L. Methods and tools to improve the efficiency of wireless sensor networks

Українська версія

Thesis for the degree of Candidate of Sciences (CSc)

State registration number

0414U005635

Applicant for

Specialization

  • 05.13.05 - Комп'ютерні системи та компоненти

04-12-2014

Specialized Academic Board

Д11.052.03

Essay

Object of research - the process of relaying packets in wireless sensor networks. The purpose - improving the efficiency of wireless sensor networks by optimizing the routing data protocol. This thesis is devoted to solving important scientific and technical problem - increase of the efficiency for wireless sensor networks by optimizing routing protocol based on object-oriented models and genetic algorithms. For each type component been decomposed and developed the object-oriented model. To improve the performance of wireless sensor networks have developed new methods for optimizing CTP protocol, including genetic algorithms. The criteria of optimization for wireless sensor network are proposed. Modified method of optimization of the CTR protocol based on genetic algorithm, for which it is proposed problem-oriented genetic operators of crossover and mutation. Modified routing algorithm is implemented by integrating new WSN functions.The visualization methods of wireless sensor networks are developed. A series of simulation experiments of WSN fulfilled for e varying complexity, which showed relatively high efficiency of proposed methods.

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