Adaptive Equalizer Analysis and Design Based on Volterra Series
碩士 === 逢甲大學 === 資訊電機工程碩士在職專班 === 96 === Adaptive equalizer has been widely employed in the fields of communication and automatic control. Among various types of adaptive algorithms, the normalized least mean square (NLMS) Volterra adaptive equalizer is proposed in this thesis. The block formulation...
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| Format: | Others |
| Language: | zh-TW |
| Published: |
2008
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| Online Access: | http://ndltd.ncl.edu.tw/handle/75817977988036236003 |
| Summary: | 碩士 === 逢甲大學 === 資訊電機工程碩士在職專班 === 96 === Adaptive equalizer has been widely employed in the fields of communication and automatic control. Among various types of adaptive algorithms, the normalized least mean square (NLMS) Volterra adaptive equalizer is proposed in this thesis. The block formulation of least mean square (LMS) adaptive Volterra equalizer is presented and this formulation has a mathematical equivalence with time domain sample processing LMS. Hence, it maintains the same performance while allowing a reduction in arithmetical complexity (even for small block size). The fast Newton type algorithm equipped with a second-order Volterra equalizer is developed, so as to detect fast ethernet network channel. The simulation results confirm the validity and performance of the advocated design methodology.
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