Title :
Implementation of the Levinson algorithm for MMSE equalizer
Author :
Kim, Minsu ; Lee, Jinyong ; Kim, Younglok
Author_Institution :
Dept. of Electron. Eng. & Program of Integrated Biotechnol., Sogang Univ., Seoul
Abstract :
In wireless communication system applying the minimum mean square error (MMSE) as its equalization algorithm, the equalizer is one of the most critical part in terms of the computational complexity of the baseband signal processing. Hence more efficient algorithm implementing MMSE equalizer is needed to save power consumption and reduce the hardware complexity. In this paper, we implement the recursive Levinson algorithm which is to solve the linear system solution in MMSE equalizer. The Levinson algorithm can be implemented with reduced hardware complexity and better operation speed compared to Cholesky decomposition which is one of linear system solution algorithm. In addition, the recursive algorithm has flexibility on the service quality due to the trade-off between performance and complexity which can be determined by the threshold value.
Keywords :
equalisers; least mean squares methods; mobile communication; quality of service; recursive estimation; Cholesky decomposition; Levinson algorithm; MMSE equalizer; baseband signal processing; computational complexity; equalization algorithm; hardware complexity; linear system solution; minimum mean square error; mobile communication system; power consumption; recursive algorithm; service quality; wireless communication system; Biotechnology; Computational complexity; Equalizers; Hardware; Intersymbol interference; Linear systems; Mean square error methods; Signal processing algorithms; Signal to noise ratio; Wireless communication; Equalizer; Levinson; MMSE;
Conference_Titel :
SoC Design Conference, 2008. ISOCC '08. International
Conference_Location :
Busan
Print_ISBN :
978-1-4244-2598-3
Electronic_ISBN :
978-1-4244-2599-0
DOI :
10.1109/SOCDC.2008.4815727