Title :
Research on reduced complexity codebook index search algorithm for equal gain transmission with finite rate feedback
Author :
Park, NoeYoon ; Li, Xun ; Kim, Young Ju
Author_Institution :
Coll. of Electr. & Comput. Eng., Chungbuk Nat. Univ., Cheongju, South Korea
Abstract :
In this paper, an efficient three-stage codebook index search algorithm is proposed for quantized equal gain transmission (QEGT) based closed-loop multiple-input multiple-output systems. At the 1st stage, the codewords are grouped into a small number of categories by utilizing Grassmannian criterion or Lloyd´s algorithm. At the 2nd stage, the optimal centroid is selected within those of the groups, which maximizes the capacity criterion. At the 3rd stage, the optimal index of QEGT codebook is determined within the group of the selected centroid. Monte-Carlo simulations are presented to show that the codebook index search complexity is halved whilst maintaining the almost same symbol error rate.
Keywords :
MIMO communication; Monte Carlo methods; codes; search problems; Grassmannian criterion; Lloyd algorithm; Monte-Carlo simulation; QEGT; closed-loop MIMO system; closed-loop multiple-input multiple-output system; finite rate feedback; optimal centroid; quantized equal gain transmission; reduced complexity three-stage codebook index search algorithm; symbol error rate; Complexity theory; Indexes; Information theory; MIMO; Receiving antennas; Transmitting antennas; Vectors; Closed-loop MIMO; Codebook; Grassmannian beamforming; Grouping; Lloyd´s algorithm;
Conference_Titel :
ICT Convergence (ICTC), 2011 International Conference on
Conference_Location :
Seoul
Print_ISBN :
978-1-4577-1267-8
DOI :
10.1109/ICTC.2011.6082554