Research on Data Fusion Technology Based on Compressed Sensing

International Journal of Online Engineering

Xianghong Tian¹ 

[1] Jinling Institute of TechnologyJinling Institute of TechnologyJinling Institute of Technology

关键词: Compressed sensing;    Data fusion;    Restruction algorithm;    Temporal-spatial correlation;   

DOI  :  

学科分类：社会科学、人文和艺术（综合）

来源: International Association of Online Engineering

【 摘 要 】

First introduce a traditional compressed sensing data fusion technique, and aiming at the shortcoming of traditional method, a compressed sensing data fusion technology based on temporal-spatial correlation is put forward. Then modeling on the proposed data fusion technique, improve the CS reconstruction algorithm and present the iterative threshold reconstruction algorithm based on temporal-spatial correlation. With the synthetic signals as the research objects, experiments show the effectiveness of the algorithm, further proving that it has obvious improvement for the proposed data fusion technology to reduce the network load and save the network energy.

【 授权许可】

Unknown