Title :
Optimality of principal component filter banks for discrete multitone communication systems
Author :
Vaidyanathan, P.P. ; Lin, Yuan-Pei ; Akkarakaran, Sony ; Phoong, See-May
Author_Institution :
Dept. of Electr. Eng., California Inst. of Technol., Pasadena, CA, USA
Abstract :
Discrete multitone modulation is an attractive method for communication over a nonflat channel with possibly colored noise. The uniform DFT filter bank and cosine modulated filter bank have in the past been used in this system because of low complexity. We show in this paper that principal component filter banks, which are known to be optimal for data compression and denoising applications, are also optimal for a number of criteria in DMT communication
Keywords :
channel bank filters; data compression; filtering theory; principal component analysis; colored noise; data compression; denoising applications; discrete multitone communication systems; nonflat channel; principal component filter banks; Channel bank filters; Colored noise; Communication system control; Communication systems; Filter bank; Finite impulse response filter; Noise reduction; OFDM modulation; Signal analysis; Signal denoising;
Conference_Titel :
Circuits and Systems, 2000. Proceedings. ISCAS 2000 Geneva. The 2000 IEEE International Symposium on
Conference_Location :
Geneva
Print_ISBN :
0-7803-5482-6
DOI :
10.1109/ISCAS.2000.857043
