Title :
Channel Feedback Optimization for Network MIMO Systems
Author :
Donghyun Kim ; Oh-Soon Shin ; Illsoo Sohn ; Kwang Bok Lee
Author_Institution :
Sch. of Electr. & Comput. Eng., Seoul Nat. Univ., Seoul, South Korea
Abstract :
We investigate channel feedback optimization for network multiple-input-multiple-output (MIMO) systems. We consider feedback channel selection to exploit channel asymmetry inherent to network MIMO systems and consider feedback bit allocation, which allows an unequal number of feedback bits to be allocated to users according to the selected channel condition. We derive the upper bound of the expected rate loss due to channel selection and quantization and propose two algorithms referred to as successive algorithm and iterative algorithm, which jointly optimize the channel selection and bit allocation. Through computer simulations, we show that the proposed algorithms provide a significant amount of performance gain with greatly reduced complexity, compared with an exhaustive search.
Keywords :
MIMO communication; channel allocation; feedback; iterative methods; optimisation; quantisation (signal); channel asymmetry; channel feedback optimization; feedback bit allocation; feedback channel selection; iterative algorithm; multiple input multiple output; network MIMO system; quantization; successive algorithm; Base stations; Bit rate; Complexity theory; MIMO; Optimization; Quantization; Vectors; Feedback bit allocation; limited feedback; network multiple-input–multiple-output (MIMO); selective feedback; zero-forcing beamforming;
Journal_Title :
Vehicular Technology, IEEE Transactions on
DOI :
10.1109/TVT.2012.2201762