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Method for predicating behavior of mobile self-networking routing node

A mobile ad hoc network and prediction method technology, which is applied in the field of mobile ad hoc network routing node behavior prediction, can solve problems such as failure to achieve the effect of improving operating efficiency

Active Publication Date: 2015-06-10
NANJING UNIV OF POSTS & TELECOMM
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But in fact, this is not always the case. This is because the NBC model assumes that the attributes are independent of each other. This assumption is often not true in practical applications, which has a certain impact on the correct classification of the NBC model.

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[0029] Certain embodiments of the method of the present invention for predicting the behavior of routing nodes in a mobile ad hoc network using Bayesian are described in more detail below.

[0030] According to attached figure 1 , the specific implementation method is:

[0031] Step 1) Establish an orderly routing information relationship

[0032] Step 11) Establish routing information relationship. The routing information relationship refers to a table of routing data composed of row data representing nodes and column data representing attributes of nodes. Routing information relation consists of four parts: non-empty finite routing node set U, non-empty finite routing attribute set A, routing attribute value Va and routing information function FA, expressed as RIS=(U; A; Va; FA).

[0033] Step 12) Use the node attribute value (a 1 ,a 2 ,a 3 ,a 4 ,a 5 ) to calculate the proximity relationship between nodes. The adjacency relationship refers to the relationship in whi...

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Abstract

The invention provides a method for predicating behavior of a mobile self-networking routing node. The method comprises the steps of selecting proper mobile self-networking routing property; setting a fuzzy proximity relation; classifying records according to the principle; predicating through a Bayes classifier, so as to evaluate the behavior of the routing node. With the adoption of the method, the problem of predicating the behavior of the mobile self-networking routing node can be solved; a Bayes based predication method is developed; the behavior of the mobile self-networking routing node is predicted by analyzing the existing data, and therefore, the operation efficiency of the mobile self-networking can be increased.

Description

technical field [0001] The invention relates to the behavior prediction problem of routing nodes in a mobile ad hoc network, uses a Bayesian prediction model to predict hidden connections between nodes in a mobile ad hoc network, and belongs to the cross-technical application fields of computer technology, information network and data mining. Background technique [0002] Routing protocols for mobile ad hoc networks are used to establish communication between nodes and control the exchange of routing messages with less overhead and computation. Routing nodes and their properties are crucial to determine the overall performance of the MANET. In the mobile ad hoc network, each node maintains the route and assists the routing process, but there is uncertainty in the network topology and fuzzy routing information, and the information may affect the performance of the mobile ad hoc network. In a mobile ad hoc network, each node's routing information represents information about ...

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): H04W16/22H04W24/04
CPCH04W16/22H04W24/02
Inventor 陈志万璐岳文静
Owner NANJING UNIV OF POSTS & TELECOMM
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