Title :
On capacity of MISO beamforming with codebook based scalar quantization
Author :
Bing Hui ; KyungHi Chang
Author_Institution :
Grad. Sch. of IT & T, Inha Univ., Incheon, South Korea
Abstract :
Three scalar quantization strategies for practical codebook generation are proposed in this paper. All of these three strategies are implemented in MISO beamforming systems. Achievable capacities of these scenarios are derived and discussed. The numerical results show that our proposed codebook generation strategies have lower computational burden compared with other strategies based on higher dimensional vector quantization, and provide quite a small capacity loss only. Furthermore, our ongoing work shows that the proposed strategies work well for MIMO precoding systems also.
Keywords :
MIMO communication; array signal processing; vector quantisation; MIMO precoding systems; MISO beamforming capacity system; codebook based scalar quantization strategy; codebook generation strategy; higher dimensional vector quantization; small capacity loss; Array signal processing; Indexes; MIMO; Quantization; Receivers; Transmitters; Wireless communication; MIMO; capacity; codebook; limited feedback; scalar quantization;
Conference_Titel :
Acoustics, Speech and Signal Processing (ICASSP), 2012 IEEE International Conference on
Conference_Location :
Kyoto
Print_ISBN :
978-1-4673-0045-2
Electronic_ISBN :
1520-6149
DOI :
10.1109/ICASSP.2012.6288672