Agricultural perception data sparse vector acquiring and space coupling method

A technology for sensing data and sparse vectors, applied in the field of agricultural information, can solve problems affecting wireless sensor energy consumption, no data correlation, data redundancy, etc., to save transmission energy consumption, reduce transmission energy consumption, and reduce data volume effect

Active Publication Date: 2017-02-01
BEIJING RES CENT FOR INFORMATION TECH & AGRI
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Problems solved by technology

[0007] However, both of the above methods have their own shortcomings
The first type of method does not take advantage of the data correlation between adjacent nodes caused by the dense distribution of WSN nodes, and there is a large information redundancy between adjacent nodes in the environmental monitoring wireless sensor network; although the second type of method uses adjacent The data correlation of the nodes, but the total amount of data collected by the sensor nodes has not been reduced, or some of the collected data are discarded during the compression process, resulting in invalid collection
Sensor node data acquisition is an important aspect that affects the energy consumption of wireless sensors, resulting in energy waste

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  • Agricultural perception data sparse vector acquiring and space coupling method
  • Agricultural perception data sparse vector acquiring and space coupling method
  • Agricultural perception data sparse vector acquiring and space coupling method

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Embodiment Construction

[0043] The following will clearly and completely describe the technical solutions in the embodiments of the present invention with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are only some, not all, embodiments of the present invention. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without creative efforts fall within the protection scope of the present invention.

[0044] In order to facilitate the understanding of the method provided by the present invention, the compressed sensing CS (Compressed Sensing) theory involved in the method provided by the present invention will be introduced in detail below.

[0045] The CS theory of compressed sensing shows that as long as the signal can be sparsely represented under a suitable orthogonal basis, the signal can obtain global observations at a frequency much lower than the Nyquist ...

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Abstract

The invention provides an agricultural perception data sparse vector acquiring and space coupling method. In the method, an aggregation node can control a cluster head node to select an inner-cluster node carrying a larger amount of information to acquire farmland environment information in a network compressed sensing process by using correlation of monitoring data between adjacent perception nodes in a monitoring area while all nodes are not required to report the acquired data in each turn, so that the number of acquisition nodes in a cluster in a current turn can be reduced effectively; the volume of data submitted to the head cluster node by the inner-cluster node is reduced; and transmission energy consumption between nodes and the cluster head node is lowered. Moreover, the cluster head node compresses the received acquired data secondly, and uploads the compressed data to the aggregation node, so that a total transmission amount between the cluster head node and the aggregation node can be further lowered; the transmission energy consumption is lowered; and the transmission efficiency of the whole sensing network is increased.

Description

technical field [0001] The invention belongs to the technical field of agricultural information, and in particular relates to a method for collecting and spatially coupling agricultural perception data coefficient vectors. Background technique [0002] In recent years, with the development of information technology, people can apply more and more high-tech information technology to traditional industries, thus driving the development of traditional industries. For example, in the traditional agricultural field, people can only judge the situation of the farmland through human observation and experience, but now the wireless sensor network (Wireless SensorNetworks, WSN) technology can be used to collect the environmental data of the farmland, so as to be able to Real-time acquisition of accurate farmland environmental data to provide a strong guarantee for the next planting measures [0003] However, there are temporal correlations and spatial correlations between the agricu...

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): H04W4/00H04W28/06H04L29/08
CPCH04L67/12H04W28/06H04L67/5651Y02D30/70
Inventor 吴华瑞顾静秋缪祎晟孙想李庆学梁居宝陈诚
Owner BEIJING RES CENT FOR INFORMATION TECH & AGRI
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