TY - GEN
T1 - An application of fuzzy mathematics in ADS-B data validation
AU - Zu, Feng
AU - Zhang, Xuejun
PY - 2010
Y1 - 2010
N2 - Automatic Dependent Surveillance - Broadcast (ADS-B) is providing significant operational enhancements to military and civilian applications, however, there are still security problems, such as the data can be falsified and the message can be received without authorization, which can be obstacles to the development of ADS-B. This paper proposed fuzzy mathematics application related theory in connection with the issue that ADS-B data can be falsified, through methods such as building fuzzy factor sets, choosing membership functions, allocating fuzzy factor weight sets, verifying track membership degree, etc., conduct dependent verification on ADS-B track data. The simulation results showed that this method is relatively effective and real-timed, which can meet the requirements for the reliability verification on the data.
AB - Automatic Dependent Surveillance - Broadcast (ADS-B) is providing significant operational enhancements to military and civilian applications, however, there are still security problems, such as the data can be falsified and the message can be received without authorization, which can be obstacles to the development of ADS-B. This paper proposed fuzzy mathematics application related theory in connection with the issue that ADS-B data can be falsified, through methods such as building fuzzy factor sets, choosing membership functions, allocating fuzzy factor weight sets, verifying track membership degree, etc., conduct dependent verification on ADS-B track data. The simulation results showed that this method is relatively effective and real-timed, which can meet the requirements for the reliability verification on the data.
KW - ADS-B
KW - Fuzzy factors set
KW - Fuzzy mathematics
KW - Membership function
KW - Non-independent validation
UR - https://www.scopus.com/pages/publications/78651299029
U2 - 10.1109/ICICISYS.2010.5658363
DO - 10.1109/ICICISYS.2010.5658363
M3 - 会议稿件
AN - SCOPUS:78651299029
SN - 9781424465835
T3 - Proceedings - 2010 IEEE International Conference on Intelligent Computing and Intelligent Systems, ICIS 2010
SP - 882
EP - 886
BT - Proceedings - 2010 IEEE International Conference on Intelligent Computing and Intelligent Systems, ICIS 2010
T2 - 2010 IEEE International Conference on Intelligent Computing and Intelligent Systems, ICIS 2010
Y2 - 29 October 2010 through 31 October 2010
ER -