A multithreaded framework for sequential monte carlo methods on CPU/FPGA platforms

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 5453, Issue , 2009, Pages 380-385

  Happe, Markus ^a   Lubbers, Enno ^a   Platzner, Marco ^a  

^a UNIVERSITY OF PADERBORN   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

HARDWARE/SOFTWARE; MULTI-THREADED IMPLEMENTATION; MULTITHREADED; NON-LINEAR DYNAMIC SYSTEMS; ON-LINE ESTIMATION; RECONFIGURABLE OPERATING SYSTEMS; SAMPLING IMPORTANCE RESAMPLING; SEQUENTIAL MONTE CARLO; SEQUENTIAL MONTE CARLO METHODS; VISUAL OBJECT TRACKING;

CAVITY RESONATORS; COMPUTER OPERATING SYSTEMS; LINEAR CONTROL SYSTEMS;

MONTE CARLO METHODS;

EID: 67149141473     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-00641-8_45     Document Type: Conference Paper

References (5)

1. Athalye, A., Bolic, M., Hong, S., Djuric, P.M.: Generic Hardware Architectures for Sampling and Resampling in Particle Filters. EURASIP Journal on Applied Signal Processing (2005)
2. Luubbers, E., Platzner, M.: ReconOS: An RTOS supporting Hard- and Software Threads. In: IEEE Int. Conf. on Field Programmable Logic and Applications (2007)
3. Saha, S., Bambha, N.K., Bhattacharyya, S.S.: A Parameterized Design Framework for Hardware Implementation of Particle Filters. In: IEEE Int. Conf. on Acoustics, Speech and Signal Processing (2008)
4. Doucet, A., de Freitas, N., Gordon, N.: Sequential Monte Carlo Methods in Practice. Springer, Heidelberg (2001)
5. Hess, R.: Particle Filter Object Tracking (2006), http://web.engr. oregonstate.edu/~hess