An adaptive fusion algorithm based on ANFIS for radar/infrared system

Expert Systems with Applications

Volumn 36, Issue 1, 2009, Pages 111-120

  Yuan, Q ^a   Dong, C Y ^a   Wang, Q ^a  

^a BEIHANG UNIVERSITY   (China)

Author keywords

Adaptive neuro fuzzy inference system (ANFIS); Contextual information (CI); Sensor fusion; Target tracking

Indexed keywords

ADAPTIVE ALGORITHMS; ALGORITHMS; BOOLEAN FUNCTIONS; CONTROL THEORY; DATA FUSION; FUSION REACTIONS; FUZZY INFERENCE; FUZZY LOGIC; FUZZY SYSTEMS; IMAGE CLASSIFICATION; INFERENCE ENGINES; INTELLIGENT ROBOTS; KALMAN FILTERS; KNOWLEDGE BASED SYSTEMS; NETWORK PROTOCOLS; NEURAL NETWORKS; SENSOR NETWORKS; SENSORS; STATISTICAL METHODS; WAVE FILTERS;

ADAPTIVE NEURO-FUZZY INFERENCE SYSTEM (ANFIS); CONTEXTUAL INFORMATION (CI); SENSOR FUSION; TARGET TRACKING;

SENSOR DATA FUSION;

EID: 53849140120     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2007.09.026     Document Type: Article

References (21)

1. Amditis A., Polychronopoulos A., Floudas N., and Andreone L. Fusion of infrared vision and radar for estimating the lateral dynamics of obstacles. Information Fusion 6 (2005) 129-141
2. Aruna P., Puviarasan N., and Palaniappan B. An investigation of neuro-fuzzy systems in psychosomatic disorders. Expert Systems with Application 28 4 (2005) 673-679
3. Ataei Sh., Aghakouchak A.A., Marefat M.S., and Mohammadzadeh S. Sensor fusion of a railway bridge load test using neural networks. Expert Systems with Applications 29 (2005) 678-683
4. Awadallah M.A., and Morcos M.M. Automatic diagnosis and location of open-switch fault in brushless DC motor drives using wavelets and neuro-fuzzy system. IEEE Transactions on Energy and Conversion 21 (2006) 104-111
5. Bar-Shalom Y., and Campo L. The effect of the common process noise on the two-sensor fused-track covariance. IEEE Transactions on Aerospace Electronic Systems 22 11 (1986) 803-805
6. Carson, R. R., Jr., Meyer, M. P. & Peters, D. J. (1997). Fusion of IFF and radar data. In Proceedings of the 16th DASC AIAA/IEEE digital avionics system conference (Vol. 1, No. 1, pp. 53-59).
7. Cristi R., and Tummala M. Multirate, multiresolution, recursive Kalman filter. Signal Process 80 9 (2000) 1945-1958
8. Grenon G., An P.E., Smith S.M., and Healey A.J. Enhancement of the inertial navigation system for the morpheous autonomous underwater vehicles. IEEE Journal of Oceanic Engineering 26 4 (2001) 548-560
9. Grewal M.S., Weill L.R., and Andrews A.P. Global positioning systems, inertial navigation, and integration (2001), John Wiley & Sons, New York
10. Guler I., and Ubeyli E.D. Adaptive neuro-fuzzy inference system for classification of EEG signals using wavelet coefficients. Journal of Neuroscience Methods 148 (2005) 113-121
11. Ham F., and Kostanic I. Principles of neurocomputing for science and engineering (2001), McGraw Hill, New York
12. Jang J. ANFIS: Adaptive-network-based fuzzy inference system. IEEE Transactions on Systems Man and Cybernetics 23 (1993) 665-685
13. Kazemian H.B. Study of learning fuzzy controllers. Expert Systems with Application 18 4 (2001) 186-193
14. Loebis D., Sutton R., Chudley J., and Naeem W. Adaptive tuning of a Kalman filter via fuzzy logic for an intelligent AUV navigation system. Control Engineering Practice 12 (2004) 1531-1539
15. Pham T.T., and Chen G. Some applications of fuzzy logic in rule-based expert systems. Expert Systems with Application 19 4 (2002) 208-223
16. Quek C., and Singh A. POP-Yager: A novel self-organizing fuzzy neural network based on the Yager inference. Expert Systems with Application 29 1 (2005) 229-242
17. Saha R.K. Track to track fusion with dissimilar sensors. IEEE Transactions on Aerpspace and Electronics Systems 32 3 (1996) 1021-1029
18. Saha R.K. An efficient algorithm for multisensor track fusion. IEEE Transactions on Aerospace and Electronics Systems 34 1 (1998) 200-210
19. Turkmen I. IMM fuzzy probabilistic data association algorithm for tracking maneuvering target. Expert Systems with Applications (2007)
20. Vain, P., Couture, J., & Simard, M. (1996). Position and Attribute fusion of radar, ESM, IFF and datalink for AAW missions of the Canadian patrol frigate. In Proceedings 1996 IEEE/SCIE/RSJ international conference multisensor fusion integration intelligence system (pp. 63-71).
21. Yan L.P., Liu B.S., and Zhou D.H. The modeling and estimation of asynchronous multirate multisensor dynamic systems. Aerospace Science and Technology 10 (2006) 63-71