The Distribution Model of a Multi-sensor Data Fusion

兰艳亭; 林都

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The Distribution Model of a Multi-sensor Data Fusion

更新时间：2026-09-14

- The Distribution Model of a Multi-sensor Data Fusion
- 一种多传感器信息融合中的分布模型
- Issue 5, Pages: 467-470(2006)
- 作者机构：
  
  中北大学信息与通信工程学院
- 作者简介：
- 基金信息：
- DOI：
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- Published：2006
- 稿件说明：
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兰艳亭, 林都. The Distribution Model of a Multi-sensor Data Fusion[J]. 2006, (5): 467-470.
DOI：

兰艳亭, 林都. The Distribution Model of a Multi-sensor Data Fusion[J]. 2006, (5): 467-470. DOI：

摘要

介绍了分布式数据融合和多传感器信息处理节点的网络分布问题

阐述了一个分布式的K a lm an滤波器.这个滤波器不需中央处理单元

每个节点对全局的最佳估计是通过状态空间中心获得而不是集中拓扑.它能直接对不同结构的节点和状态空间进行通信和同化问题的相关估计

解决了内部节点的转换.这种分布式结构能从个别节点得到融合信息

任何节点都可作出对全局的估计.

Abstract

After a discussion over the problem of data fusion in a distributed network of multi-sensor processing nodes

the authors have formulated a distributed Kalman filter which has no central processor.Global optimum estimates at each node can be obtained by requiring an underlying centrality of the state space rather than a centralized topology.The problem of communicating and assimilating relevant estimates directly between nodes with different models and state subspaces is solved using inter-nodal transformations.Model distribution can receive the information from the specific node;any node can make the global optimum estimate to the overall situation.

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references

Speyt J L.Com pu tation and transm iss ion requ irem en ts for a decen tra lized linear-quadratic-gauss ian con tro l prob lem[J].IEEE T rans.A u tom atic Con tro l,1979,24(2):266-269.

B erg T M,Durran t-W hyte H F.M ode l d istribu tion in decen tra lized m u lti-sensor datafus ion[C].T echn ica l R eportOUEL 1868/90,D ept.of Eng ineering Sc ience O x ford U n ivers ity,1990.

何友,王国宏.多传感器信息融合及应用[M].北京:电子工业出版社,2000.

H ashem ipour H R,R oy S,L aub A J.D ecen tra lized structures for para lle l ka lm an filtering[J].IEEE T rans.A u to-m atic Con tro l,1988,33(1):88-93.

Sande llN R,Jr V ara iya P,A thansM,SafonovM G.Survey of decen tra lized con tro lm ethods for large sca le system s[J].IEEE T rans.A u tom atic Con tro l,1978,23(2):108.

A louan i A T.N on linear data fus ion[C].In P roc.28th Con ference on D ec is ion and Con tro l,D ecem ber,1989.569-572.

Durran t-W hyte H F,R ao B S Y,Hu H.T ow ard a fu lly decen tra lized arch itecture for m u lti-sensor data-fus ion[C].In P roc.IEEE In t.Con f.R obotics and A u tom ation,1990.

林都,曾建平.近程防空武器网络跟踪系统初探[J].华北工院学报,2002(3):204-208.L in Du,Zeng Jianp ing.D iscuss ion on net track ing system of short-range an ti-a ir w eapon[J].Journa l of N orth Ch inaInstitu te of T echno logy,2002(3):204-208.(in Ch inese)

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