A Deep Learning Anomaly Detection Framework for Satellite Telemetry with Fake Anomalies

Algorithm 1

Deviation Divide Mean over Neighbors (DDMN).

Input: dataset

Output: dataset

1

2 ,

3 for telemetry in dataset do

4 whiledo

5  calculate the using equation (2)

6  calculate the using equation (3)

7  calculate the indicator variable using equation (1)

8  ifthen

9  update to by removing from

10  

11  else ifthen

12  

13  return