Title :
Evaluation of compression algorithms for motion command generation
Author :
Yaman, U. ; Dolen, Melik
Author_Institution :
Dept. of Mech. Eng., Middle East Tech. Univ., Ankara, Turkey
Abstract :
This paper focuses on a direct command generation technique for Computer Numerical Control (CNC) machine systems. In this paradigm, higher-order differences of a given trajectory (i.e, position) are computed and the resulting data are compacted via data compression techniques. As a part of the command generation scheme, the paper also introduces a new data compression technique titled ΔY10. Apart from this new method, the performances of the proposed generator employing different compression algorithms (such as Huffman Coding, Arithmetic Coding, LZW, and ΔY10) are also assessed through a test case. The paper shows that the ΔY10 technique, which is suitable for real-time hardware implementation, exhibits much better performance than its counterparts in terms of data compaction achieved.
Keywords :
Huffman codes; computerised numerical control; control engineering computing; data compression; motion control; ΔY10; Arithmetic Coding; CNC; Huffman Coding; LZW; command generation technique; compression algorithms; computer numerical control; data compaction; data compression techniques; machine systems; motion command generation; real-time hardware implementation; Encoding; Command generation; computer numerical control; data compression; relative encoding; servo-motor drivers;
Conference_Titel :
Mechatronics (ICM), 2011 IEEE International Conference on
Conference_Location :
Istanbul
Print_ISBN :
978-1-61284-982-9
DOI :
10.1109/ICMECH.2011.5971343