Title :
Inverting overdetermined Toeplitz systems with application to blind block-adaptive equalization
Author :
Scaglione, Anna ; Barbarossa, Sergio ; Giannakis, Georgios B.
Author_Institution :
INFOCOM Dept., Rome Univ., Italy
Abstract :
Linear channel equalization in block transmission systems amounts to inverting Toeplitz systems of linear equations. Motivated by limitations of a previous blind block equalizer, we derive properties and investigate the class of tall Toeplitz matrix inverses which themselves exhibit (even approximate) Toeplitz structure. The class is characterized by the size of leading and trailing all-zero block submatrices, and interesting links as well as optimal choices of the size parameter are established with the number of minimum-phase zeros of the underlying channel transfer function. Exploiting the properties of such equalizers we derive a direct blind adaptive equalizer and illustrate superiority over competing approaches. It is also shown that the optimum delay for blind block equalization corresponds to the number of maximum-phase channel zeros.
Keywords :
Toeplitz matrices; adaptive equalisers; blind equalisers; inverse problems; all-zero block submatrices; blind block equalization; blind block-adaptive equalization; block transmission system; channel transfer function; linear channel equalization; linear equations; maximum-phase channel zeros; minimum-phase zeros; optimum delay; overdetermined Toeplitz systems; size parameter; tall Toeplitz matrix inverse; Adaptive equalizers; Blind equalizers; Degradation; Delay; Equations; Finite impulse response filter; Interference elimination; Intersymbol interference; Redundancy; Transfer functions;
Conference_Titel :
Signals, Systems & Computers, 1998. Conference Record of the Thirty-Second Asilomar Conference on
Conference_Location :
Pacific Grove, CA, USA
Print_ISBN :
0-7803-5148-7
DOI :
10.1109/ACSSC.1998.751438