Title :
Estimation with mean square error for real-valued channel quantization
Author :
Trinca, Cibele Cristina ; Belfiore, Jean-Claude ; de Carvalho, Edson D. ; Vieira Filho, Jozue
Author_Institution :
Fac. de Eng. Eletr. e de Comput. (FEEC), Univ. Estadual de Campinas (UNICAMP), Campinas, Brazil
Abstract :
Interference is usually viewed as an obstacle to communication in wireless networks, so we develop a new methodology to quantize real-valued channels in order to realize interference alignment onto a lattice. One key step is the introduction of an error criterion that measures, in a probabilistic sense, the error between the desired quantity and our estimate of it. So, in this work, we focus on choosing our estimate to minimize the expected or mean value of the square of the error, referred to as a minimum mean-square-error (MMSE) criterion.
Keywords :
least mean squares methods; radio networks; radiofrequency interference; MMSE criterion; error criterion; interference alignment; mean square error estimation; minimum mean-square-error criterion; probabilistic sense; real-valued channel quantization; wireless networks; Conferences; Equations; Interference; Lattices; Mathematical model; Quantization (signal); Vectors;
Conference_Titel :
Globecom Workshops (GC Wkshps), 2014
DOI :
10.1109/GLOCOMW.2014.7063444