Title :
Joint design of interpolation filters and decision feedback equalizers
Author :
Cheng, Mu-Huo ; Kao, Tsai-Sheng
Author_Institution :
Dept. of Electr. & Control Eng., Nat. Chiao Tung Univ., Hsinchu, Taiwan
fDate :
6/1/2005 12:00:00 AM
Abstract :
This paper presents an algorithm to design jointly interpolation filters and decision feedback equalizers in the sense of minimum mean-square error such that the joint capacity which is neglected in conventional design is explored to improve the receiver performance. The algorithm comprises an iteration of two alternating simple quadratic minimizing operations and ensures convergence. A simulation example for the raised-cosine channel demonstrates that via this approach an improvement over the conventional design can be achieved.
Keywords :
channel capacity; convergence of numerical methods; decision feedback equalisers; filters; interpolation; iterative methods; least mean squares methods; radio receivers; alternating coordinates minimization algorithm; convergence; decision feedback equalizer; interpolation filter; iterative method; minimum mean-square error; raised-cosine channel; Algorithm design and analysis; Baseband; Decision feedback equalizers; Digital filters; Finite impulse response filter; Interpolation; Intersymbol interference; Minimization methods; Sampling methods; Timing; Alternating coordinates minimization algorithm; decision feedback equalizers; interpolation filters;
Journal_Title :
Communications, IEEE Transactions on
DOI :
10.1109/TCOMM.2005.849689