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Implementation and Acceleration of a Particle Filter for Indoor Localization in FPGA Hardware / Implementation och acceleration av ett partikelfilter för inomhuslokalisering i FPGA-hårdvaraMoberg, David January 2015 (has links)
For this thesis the algorithm of a Particle Filter has been partly implemented on a Zynq All-programmable SoC allowing for speed ups of up to 12 times in parts of the code. The implementation is used to track a robot in an environment known by a 2D map. Since some parts have not been implemented in hardware lots of communication is done between the hardware and software parts of the code which creates a performance bottleneck.
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