An DSmT Approximate Reasoning Method on the Condition of Non-zero Multiple Focal Elements

GUO Qiang; HE You; GUAN Xin; GAI Ming-jiu

doi:10.3969/j.issn.0372-2112.2015.10.028

您当前的位置：

首页 >

文章列表页 >

An DSmT Approximate Reasoning Method on the Condition of Non-zero Multiple Focal Elements

更新时间：2025-07-16

- An DSmT Approximate Reasoning Method on the Condition of Non-zero Multiple Focal Elements
- Acta Electronica Sinica Vol. 43, Issue 10, Pages: 2069-2075(2015)
- 作者机构：
  
  1. 海军航空工程学院信息融合研究所,山东,烟台,264001
  2. 海军航空工程学院电子信息工程系,山东,烟台,264001
  3. 海军航空工程学院基础部,山东,烟台,264001
  4. 海军航空工程学院信息融合研究所,山东,烟台,264001
  5. 海军航空工程学院电子信息工程系,山东,烟台,264001
  6. 海军航空工程学院基础部,山东,烟台,264001
- 作者简介：
- 基金信息：
  
  National Natural Science Foundation of China (No.61102166, No.61471379);Program for New Century Excellent Talents in University of Ministry of Education of China (No.NCET-11-0872)
- DOI：10.3969/j.issn.0372-2112.2015.10.028
  CLC： TP391
- Published：2015
- 稿件说明：
移动端阅览
GUO Qiang, HE You, GUAN Xin, et al. An DSmT Approximate Reasoning Method on the Condition of Non-zero Multiple Focal Elements[J]. Acta Electronica Sinica, 2015, 43(10): 2069-2075.
DOI：

GUO Qiang, HE You, GUAN Xin, et al. An DSmT Approximate Reasoning Method on the Condition of Non-zero Multiple Focal Elements[J]. Acta Electronica Sinica, 2015, 43(10): 2069-2075. DOI： 10.3969/j.issn.0372-2112.2015.10.028.

摘要

为了能够减小基于Dezert-Smarandache理论(DSmT)框架的第5条比例冲突分配规则(PCR5)处理含有交多子焦元证据融合问题的计算复杂度并保持较高的精度

本文提出一种多子焦元信度赋值非零情况下的DSmT近似融合推理方法.该方法避免了现有的基于Shafer模型的DSmT近似融合推理方法由于需要预先解耦带来的信息损失

并且不仅适用于Shafer模型也适用于混合Dezert-Smarandache(DSm)模型下部分交多子焦元非冲突且信度赋值非零的情况.仿真实验表明

在不同的情况下

本文方法相比现有的方法

与DSmT+PCR5融合推理方法融合结果相似度更高且计算效率显著提高.

Abstract

For reducing the computation complexity of the Proportional Conflict Redistribution No.5 (PCR5) with the framework of Dezert-Smarandache Theory (DSmT) for evidence fusion problems of mulitple focal elements and remaining high accuracy

a Dezert-Smarandache Theory (DSmT) approximate reasoning method on the condition of non-zero mulitple focal elements is proposed.The method avoids the informaiton loss caused by decoupling of the existed DSmT approximate reasoning method.The information fusion problems of non-zero mulitple focal elements based on not only the Shafer model but the hybrid-Dezert-Smarandache (DSm) model can be effectively processed by the proposed method.Finally

simulation results show that in different conditions

the proposed method can get more similar results with DSmT+PCR5 method and need less computation complexity compared to the existed method.

关键词

Keywords

references

Views

下载量

CSCD

Alert me when the article has been cited

提交

Tools

Publicity Resources

A Fast Approximate Reasoning Method in Hierarchical DSmT ( B)

A Fast Approximate Reasoning Method in Hierarchical DSmT(A)

Dual Attention-Guided Detail and Structure Information Fusion Network for Image Dehazing

Research on Recombination Operator and Multi-Objective Optimization Based on Fitness Guided Mating Restriction Strategy

Dual-Domain Feature Interaction and Local Correlation Upsampling Network for Single Image Dehazing

Related Author

LI Xin-de

YANG Wei-dong

WU Xue-jian

Jean Dezert

LI Xin-de

DEZERT Jean

HUANG Xin-han

MENG Zheng-da

Related Institution

Key Laboratory of Measurement and Control of CSE (School of Automation,Southeast University),Ministry of Education

ONERA(The French Aerospace Lab),29 Av.de la Division Leclerc,Chatillon

Key Laboratory of Measurement and Control of CSE (School of AutomationSoutheast University)Ministry of EducationNanjingJiangsu 210096China

ONERA(The French Aerospace Lab)29 Av.de la Division LeclercChatillon 92320France

Key Laboratory of Measurement and Control of CSE (School of Automation,Southeast University),Ministry of Education.

⁰