A process distribution approach for multisensor data fusion systems based on geographical dataspace partitioning

IEEE Transactions on Parallel and Distributed Systems

Volumn 16, Issue 1, 2005, Pages 14-23

  Storms, Patrick P A ^a   van Veelen, J Bernard ^b   Boasson, Erik ^c  

^a Acklin BV   (Netherlands)

^b THALES NEDERLAND B V   (Netherlands)

^c Quaerendo Invenietis BV   (Netherlands)

Author keywords

Command and control; Data models; Distributed architectures; Sensor fusion

Indexed keywords

ALGORITHMS; COMPUTER ARCHITECTURE; DATA COMMUNICATION SYSTEMS; DATA STRUCTURES; INTEGER PROGRAMMING; KALMAN FILTERING; OPTIMIZATION; TRACKING (POSITION);

DISTRIBUTED ARCHITECTURES; DISTRIBUTED SENSOR DATA FUSION; GEOGRAPHICAL DATASPACE PARTITIONING;

SENSOR DATA FUSION;

EID: 13244262683     PISSN: 10459219     EISSN: None     Source Type: Journal    
DOI: 10.1109/TPDS.2005.3     Document Type: Article

References (19)

1. R.O. Duda and P.E. Hart, Pattern Classification and Scene Analysis John Wiley and Sons, 1973.
2. H.W. Kuhn, "The Hungarian Method for the Assignment Problem," Naval Research Logistical Quarterly, vol. 2, pp. 83-97, 1955.
3. R. Jonker and A. Volgenant, "A Shortest Path Algorithm for Dense and Sparse Linear Assignment Problems," Computing, vol. 38, pp. 325-340, 1987.
4. D.B. Reid, "An Algorithm for Tracking Multiple Targets," IEEE Trans. Automatic Control, vol. 24, no. 6, Dec. 1979.
5. I.J. Cox and M.L. Miller, "On Finding Ranked Assignments with Application to Multitarget Tracking and Motion Correspondence," IEEE Trans. Aerospace and Electronic Systems, vol. 31, pp. 486-489, 1995.
6. R. Danchick and G.E. Newman, "A Fast Method for Finding the Exact N-Best Hypotheses for Multitarget Tracking," IEEE Trans. Aerospace and Electronic Systems, vol. 29, pp. 555-560, 1993.
7. K.G. Murty, "An Algorithm for Ranking All the Assignments in Order of Increasing Cost," Operations Research, vol. 16, pp. 682-687, 1968.
8. L. Morefield, "Application of 0-1 Integer Programming to Multitarget Tracking Problems," IEEE Trans. Automatic Control, vol. 22, pp. 302-312, 1977.
9. A.B. Poore and N. Rijavec, "A Langrangian Relaxation Algorithm for Multidimensional Assignment Problems Arising from Multitarget Tracking," SIAM J. Optimization, vol. 3, pp. 554-563, Aug. 1993.
10. P.P.A. Storms and F.C.R. Spieksma, "An LP-Based Algorithm for the Data Association Problem in Multitarget Tracking," Computers and Operations Research, vol. 30, pp. 1067-1085, 2003.
11. S.S. Blackman and R. Popoli, Design and Analysis of Modern Tracking Systems. Artech House, 1999.
12. M.D. Miller, O.E. Drummond, and A.J. Perrella, "Multiple-Model Filters for Boost-to-Coast Transition of Theater Ballistic Missiles," Proc. SPIE Conf. Signal and Data Processing of Small Targets, vol. 3373, pp. 355-376, 1998.
13. I.S. Duff and J.K. Reid, "An Implementation of Tarjan's Algorithm for the Block Triangularization of a Matrix," ACM Trans. Math. Software vol. 4, no. 2, pp. 137-147, 1978.
14. I.S. Duff and J.K. Reid, "Algorithm 529: Permutations to Block Triangular Form [F1]," ACM Trans. Math. Software, vol. 4, no. 2, pp. 189-192, 1978.
15. H.W. de Waard, "Optimal Single Sensor MHT Improvements," Proc. Third Int'l Conf. Information Fusion, vol. II, pp. 18-24, 2000.
16. H.W. de Waard and W. Elgersma, "An Improved Clustering Approach for Multiplatform Data Fusion," Proc. SPIE Conf. Signal and Data Processing of Small Targets 2001, vol. 4473, 2001.
17. H.W. de Waard, "An Improved Clustering Approach for MHT Applications," Proc. IEE Seminar on Target Tracking: Algorithms and Applications, Univ. of Twente, Enschede, The Netherlands, 2001.
18. O.E. Drummond, "Feedback in Track Fusion without Process Noise," Proc. SPIE Conf. Signal and Data Processing of Small Targets, vol. 2561, pp. 369-383, 1995.
19. O.E. Drummond, "A Hybrid Sensor Fusion Algorithm Architecture and Tracklets," Proc. SPIE Conf. Signal and Data Processing of Small Targets, vol. 3163, pp. 485-502, 1997.