Title :
Approximate MMSE-APP estimation for linear systems with binary inputs
Author_Institution :
Dept. of Electron. Eng., City Univ. of Hong Kong, Kowloon, China
Abstract :
This letter presents an equivalent form of the Wang-Poor algorithm. A single matrix equation is used to generate all of the estimates simultaneously, while in the Wang-Poor algorithm a recursive technique is used to generate these estimates one by one. The new method is mathematically more compact and computationally more efficient.
Keywords :
iterative methods; least mean squares methods; linear systems; matrix algebra; multiuser detection; recursive estimation; turbo codes; MMSE-APP estimation; Wang-Poor algorithm; binary inputs; iterative detection; linear systems; multiuser detection; recursive technique; single matrix equation; turbo detection; Additive noise; Councils; Equations; Estimation error; Iterative algorithms; Linear systems; Mean square error methods; Multiuser detection; Recursive estimation; Vectors;
Journal_Title :
Communications Letters, IEEE
DOI :
10.1109/LCOMM.2005.02021
