| LMS adaptive filtering algorithm: first or unique one for practical applications? |
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| Authors |
| | Djigan V.I. |
| Date of publication |
| | 2014 |
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| Abstract |
| | The paper considers LMS adaptive filtering algorithm, which is widely used in practical applications from its invention to nowadays. Main steps of the algorithm development and its properties are shown. Normalized, variable step-size and linearly constrained versions of the LMS algorithm are presented. Software tools for the algorithm simulation, algorithm implementation in modern FPGA and DSP are discussed. |
| Keywords |
| | Least Mean Square (LMS), Normalized Least Mean Square (NLMS), variable step-size, linear constraints. |
| Library reference |
| | Djigan V.I. LMS adaptive filtering algorithm: first or unique one for practical applications? // Problems of Perspective Micro- and Nanoelectronic Systems Development - 2014. Proceedings / edited by A. Stempkovsky, Moscow, IPPM RAS, 2014. Part 4. P. 159-166. |
| URL of paper |
| | http://www.mes-conference.ru/data/year2014/pdf/D119.pdf |
