PANG Ce, SHAN Gan-lin, DUAN Xiu-sheng, et al. Active Sensor Management Based on Risk Theory and Its Application[J]. Acta Electronica Sinica, 2019, 47(7): 1425-1433.
PANG Ce, SHAN Gan-lin, DUAN Xiu-sheng, et al. Active Sensor Management Based on Risk Theory and Its Application[J]. Acta Electronica Sinica, 2019, 47(7): 1425-1433. DOI: 10.3969/j.issn.0372-2112.2019.07.005.
A sensor management method with the limited sensor resources under target detecting is proposed based on risk theory. Firstly
the target detection model and the sensor radiation model are established
with ‘detecting risk’ and ‘radiating risk’ defined. The sum of the two kinds of risk is taken as the sensor management risk function
namely the objective function. Secondly
to get a scheme from the function
the predicted expectation value is taken as the approximation of the objective function
then the objective function is revised. After that
a distributed optimization algorithm based on multi-agent is proposed. The experiment results show that the proposed sensor management method based on risk theory can effectively resolve the problem of sensor management. This method outperforms the previous sensor management method and could solve the problem of sensor management under limited resources with a better solution.