Title :
Multiplatform sensor fusion with multirate data communication
Author_Institution :
Dept. of Electr. Eng., Wright State Univ., Dayton, OH, USA
Abstract :
An algorithm for multiplatform sensor fusion with multirate data communication is presented in this paper. In this new communication/fusion scheme, data are compressed before communication, and decompressed and fused after communication. The amount of information to be compressed, as well as the data communication rate, depends on target kinematics. Near-optimal globally fused results are achieved with communicating data at a multirate: low rate for fusing tracks of nonmaneuvering targets, and high rate for fusing tracks of maneuvering targets
Keywords :
data communication; data compression; kinematics; sensor fusion; target tracking; tracking; data communication rate; data compression; maneuvering target tracking; multiplatform sensor fusion; multirate data communication; nonmaneuvering target tracking; target kinematics; Covariance matrix; Data communication; Data compression; Kinematics; Sampling methods; Sensor fusion; Signal resolution; Signal sampling; Target tracking; Wavelet transforms;
Conference_Titel :
American Control Conference, Proceedings of the 1995
Conference_Location :
Seattle, WA
Print_ISBN :
0-7803-2445-5
DOI :
10.1109/ACC.1995.529796