Research on Data Fusion Technology Based on Compressed Sensing

Xianghong Tian
2016 International Journal of Online Engineering (iJOE)  
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
more » ... ss 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.
doi:10.3991/ijoe.v12i08.5646 fatcat:umvfbl2syfhnlnxnqdxcxkp5hm