Title :
Frequency Domain Channel Equalization Using Circulant Channel Matrix Diagonalization
Author :
Baig, Sobia ; Fazal-ur-Rehman
Author_Institution :
Fac. of Electron. Eng., GIK Inst. of Eng. Sci. & Technol., Swabi
Abstract :
Channel impairments and additive noise tend to introduce distortion in the transmitted data, so that it cannot be perfectly recovered at the receiver. Several channel equalization techniques are used to undo the channel effect, and are classified into time domain equalization and frequency domain equalization. This paper focuses on the frequency domain equalization, employing the diagonalization of the circulant channel matrix. Applying the cyclic prefix before transmission, channel matrix becomes a circulant matrix, whose eigenvector decomposition leads to the diagonalization of channel matrix. The synthesis and analysis filter banks can be found from this approach and channel can be equalized by using inverse of the diagonal matrix coefficients. Simulation results validate the eigenvector approach for channel dependent equalization
Keywords :
channel estimation; eigenvalues and eigenfunctions; equalisers; matrix decomposition; matrix inversion; additive noise; circulant channel matrix diagonalization; diagonal matrix inversion; eigenvector decomposition; filter bank; frequency domain channel equalization; Additive noise; Context; Digital communication; Digital signal processing; Dispersion; Filter bank; Frequency domain analysis; Intersymbol interference; Matrix decomposition; OFDM modulation;
Conference_Titel :
9th International Multitopic Conference, IEEE INMIC 2005
Conference_Location :
Karachi
Print_ISBN :
0-7803-9429-1
Electronic_ISBN :
0-7803-9430-5
DOI :
10.1109/INMIC.2005.334413