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If anyone is looking for the answer. ROS amcl package contains this implementation. http://wiki.ros.org/amcl

If anyone is looking for the answer. ROS amcl package contains this implementation. implementation as described in the book (Probabilistic Robotics) http://wiki.ros.org/amcl