Mathematical Modeling and Simulation of Wireless Sensor Network Coverage Problem
نویسندگان
چکیده
The research on wireless sensor networks has achieved a lot in recent years and some of the results have been put into practical applications, but with increasing demand requirements for networks, many old new problems need to be solved urgently. In this paper, data topology optimization algorithm based local tree reconstruction heterogeneous is proposed transmission that are easily affected by external instabilities. This network can accomplish better transmission; firstly, nodes divided different layers according hop count network, certain proportion relay selected layer nodes; then, initial energy set nodes, since packets sizes, corresponding aggregation coefficients used paper actual during finally, dynamically updated real time operation extend lifetime nodes. simulation verify evolution effectively extends improves utilization establishes modified least-squares target localization model achieve accurate 3D targets scenes proposes an optimal base station node selection strategy spectral clustering using location distribution information space. show error terminal coordinates calculated smaller than coordinates, other existing algorithms same data.
منابع مشابه
Coverage Hole Problem Under Sensing Topology In Wireless Sensor Network
In wireless sensor networks, one of the fundamental issues is the coverage problem. This is, whether a given region can be sufficiently covered by sensing disks of sensors? In this paper, we discuss the coverage-hole problem by using a sensing topology. From the sensing topology, we figure out the relation between the graph Gn,n+i and coverage holes, and obtain that if m <3n/2-(5-(-1)n)/4, ther...
متن کاملA Survey on Coverage Problem in Wireless Sensor Network
A wireless sensor network (WSN) is a composed group of a small tiny battery-equipped device capable of sensing, communication and computation which can be scattered over a vast region for the purpose of detecting or monitoring region perfectly. Sensing coverage and network connectivity are two of the most fundamental problem in WSNs. In WSN is usually defined as a measure of how well the sensin...
متن کاملMaximizing Coverage Problem Using Genetic Algorithm in Wireless Sensor Network
Sensor networks, which consist of sensor nodes each capable of sensing environment and transmitting data, have lots of applications in battlefield surveillance, environmental monitoring, industrial diagnostics, etc. Coverage which is one of the most important performance metrics for sensor networks reflects how well a sensor field is monitored. In this paper, we introduce the maximum coverage d...
متن کاملOPTICS Based Coverage in Wireless Sensor Network
This paper deals with the coverage problem of wireless sensor network. We use the density based clustering technique OPTICS to cover a target region with less number of sensor nodes. OPTICS works well to identify the outliers, core points and it obtains the denser regions. We define a level of acceptance to find next appropriate sensor in the region. We eliminate overlapped area and obtain a de...
متن کاملWireless sensor network design through genetic algorithm
In this paper, we study WSN design, as a multi-objective optimization problem using GA technique. We study the effects of GA parameters including population size, selection and crossover method and mutation probability on the design. Choosing suitable parameters is a trade-off between different network criteria and characteristics. Type of deployment, effect of network size, radio communication...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Wireless Communications and Mobile Computing
سال: 2021
ISSN: ['1530-8669', '1530-8677']
DOI: https://doi.org/10.1155/2021/5537004