A Deep Neural Network-Based Fault Detection Scheme for Aircraft IMU Sensors

Table 3

Data sets for DNN training and testing.

	Configuration	No. of data sets	Case distribution
Training	Y LTO manual	9160	26.9%, 18.7%, 19.9%, 17.7%, 16.7%
	D cruise AP	19420	31.4%, 17.2%, 16.3%, 17.7%, 17.4%
Testing	Y LTO manual	4580	26.0%, 18.7%, 19.9%, 17.8%, 16.7%
	D cruise AP	9710	33.5%, 20.5%, 10.5%, 19.4%, 16.1%
	B cruise AP	19420	29.7%, 16.4%, 19.4%, 16.9%, 17.5%
	B free flight manual	5328	31.5%, 16.9%, 20.1%, 19.4%, 12.1%