Title :
RVQ-based beamforming design with MMSE criterion in MISO interference channels
Author :
Fan-Shuo Tseng ; Jhen-Fong Gu ; Shou-Sheu Lin
Author_Institution :
Inst. of Commun. Eng., Nat. Sun Yat-sen Univ., Kaohsiung, Taiwan
Abstract :
This paper proposes robust beamforming designs for a multiple-input single-output (MISO) interference channel (IC). Considering the random vector quantization (RVQ) feedback mechanism, we first derive the closed-form expression for the mean-squared error (MSE) metric by averaging over the noise, the quantization error, and the channel amplitude. With the derived MSE result, we devise the robust beamformer by minimizing total MSEs and by minimizing the maximum peruser MSE. Since the optimizations of both designs are not convex, we then propose iterative methods to find out the solutions. The simulation results verify the robustness of both designs when the quantization error exists.
Keywords :
MIMO communication; array signal processing; interference suppression; iterative methods; least mean squares methods; quantisation (signal); random processes; wireless channels; MISO interference channel; MMSE criterion; RVQ-based beamforming design; channel amplitude; design optimization; iterative methods; minimum mean squared error; multiple input single output; quantization error; random vector quantization; Decision support systems; Integrated circuits; Interference channels; Nickel; Robustness; Vector quantization; Multiple-input single-output (MISO); beamformer; interference channel (IC); minimum mean-squared error (MMSE); random vector quantization (RVQ); robust design;
Conference_Titel :
Asia-Pacific Signal and Information Processing Association, 2014 Annual Summit and Conference (APSIPA)
Conference_Location :
Siem Reap
DOI :
10.1109/APSIPA.2014.7041531