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A 3D weighted centroid location method based on mass spring model

A technology of mass spring model and weighted center of mass, which is applied to electrical components, wireless communication, network topology, etc., to achieve the effect of improving positioning accuracy

Active Publication Date: 2017-06-20
SYSU CMU SHUNDE INT JOINT RES INST +1
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  • Abstract
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Problems solved by technology

[0005] The purpose of the present invention is to overcome the shortcomings of existing positioning methods, provide a three-dimensional weighted centroid positioning method based on the mass point spring model, effectively solve the problems existing in the existing weighted centroid positioning method, improve positioning accuracy, and enhance robustness

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  • A 3D weighted centroid location method based on mass spring model
  • A 3D weighted centroid location method based on mass spring model
  • A 3D weighted centroid location method based on mass spring model

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Embodiment Construction

[0040] The implementation process will be described in detail below in conjunction with the accompanying drawings, so as to further explain the technical features and advantages of the method of the present invention. A kind of high-precision positioning method provided by the present invention, the specific implementation steps are as follows:

[0041] 1. Measuring distance

[0042] Such as figure 1 As shown, assume that the unknown node p(x,y,z) can receive m anchor nodes B(x i ,y i ,z i ) coordinate information,

[0043] Each anchor node has its own unique ID and known coordinate values, and all anchor nodes have the same communication range. The unknown node sends a request signal to the surrounding anchor nodes, and the anchor node receiving the request signal sends its own ID and location information to the designated unknown node. According to the received RSSI value, the unknown node uses the logarithmic-normal distribution model to calculate the measurement dist...

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Abstract

The invention relates to the technical field of node positioning in wireless sensor networks, in particular to a three-dimensional weighted centroid positioning method based on a mass-spring model. The positioning method includes the steps: in an initial phase, amending a weight of the three-dimensional weighted centroid positioning method, and estimating the initial positions of unknown nodes by the weighted centroid positioning method with the amended weight; in an optimizing phase, amending the measuring distance by the aid of error factors, adjusting the unknown nodes to the best positions by the method of the mass-spring model. The positioning method is applicable to positioning geometric peripheral nodes comprising anchor nodes and has the advantages of high positioning accuracy and strong robustness.

Description

technical field [0001] The invention relates to the technical field of node positioning in a wireless sensor network, and more specifically, to a three-dimensional weighted centroid positioning method based on a mass spring model. Background technique [0002] In wireless sensor networks, node localization is the premise and basis for wireless sensor networks to be used in target monitoring and tracking. Since the sensor nodes usually have the characteristics of limited energy and the communication is easily affected by the environment, after obtaining the correct positioning of the anchor node itself, how to quickly and accurately locate the position of the target node, a high-precision positioning method is very important. [0003] According to the estimation mechanism of the node position, the positioning methods are generally divided into ranging-based positioning methods and non-ranging positioning methods. The commonly used measurement techniques for ranging-based pos...

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): H04W64/00H04W84/18
Inventor 黄以华赵汝威
Owner SYSU CMU SHUNDE INT JOINT RES INST
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