Title :
Collaborative data fusion tracking in sensor networks using Monte Carlo methods
Author :
Wong, Y.F. ; Wu, J.K. ; Ngoh, L.H. ; Wong, W.C.
Author_Institution :
Inst. for Infocomm Res., Singapore
Abstract :
The multi-modality nature of sensor networks and their potentially large-scale deployment have generated highly dimensional network data. This paper proposes a hierarchical collaborative data fusion scheme based on particle filters for cross-sensor fusion and cross-modality fusion for target tracking applications.
Keywords :
Monte Carlo methods; distributed sensors; sensor fusion; target tracking; Monte Carlo methods; cross-modality fusion; cross-sensor fusion; dimensional network data; hierarchical collaborative data fusion; particle filters; sensor network multimodality; target tracking; Collaboration; Collaborative work; Computer simulation; Fusion power generation; Intelligent networks; Large-scale systems; Multimodal sensors; Particle filters; Sensor fusion; Target tracking;
Conference_Titel :
Local Computer Networks, 2004. 29th Annual IEEE International Conference on
Print_ISBN :
0-7695-2260-2
DOI :
10.1109/LCN.2004.34
