Title :
Channel Quantization Using Constellation Based Codebooks for Multiuser MIMO-OFDM
Author :
Chang Kyung Sung ; Suzuki, Hajime ; Collings, Iain B.
Author_Institution :
Comput. Inf., Signals & Syst. Group, CSIRO, Sydney, NSW, Australia
Abstract :
In this paper, we propose clustered quantization techniques for multiuser multi-input/multi-output (MIMO) orthogonal frequency division multiplexing (OFDM) using constellation based codebooks. Constellation based codebooks provide scalability and efficient codeword search capability, which are key features for practical multiuser MIMO-OFDM systems with a large number of antennas. The proposed clustered quantization scheme quantizes consecutive subcarriers into a single codeword that minimizes aggregated quantization errors. We base our new clustering techniques on two constellation based quantization methods, namely equal-magnitude angular quantization (EMAQ) and squared-lattice angular quantization. New efficient codebook search algorithms are proposed for the clustered quantization. In addition, we propose new constellations to guarantee different users quantize channels into distinct codewords. One is a rotated M-PSK constellation suitable for randomly-distributed user scenarios, and the other is a random phase equal-magnitude (RPEM) constellation suitable for ill-conditioned user scenarios. Thus, full spatial multiplexing gain can be achievable even with small number of users. Finally, a near-sphere codeword search algorithm is proposed for the RPEM. In simulations, the proposed clustered quantization shows up to 50% higher throughput compared to conventional fixed-pilot channel quantization. Also, we show our new constellations for EMAQ improve throughput almost 35% compared to the standard EMAQ.
Keywords :
MIMO communication; OFDM modulation; channel coding; multi-access systems; phase shift keying; quantisation (signal); search problems; aggregated quantization errors; clustered quantization techniques; codebook search algorithms; constellation based codebooks; equal-magnitude angular quantization; fixed-pilot channel quantization; full spatial multiplexing gain; ill-conditioned user scenarios; multiuser MIMO-OFDM systems; multiuser multi-input/multi-output orthogonal frequency division multiplexing; near-sphere codeword search algorithm; random phase equal-magnitude constellation; randomly-distributed user scenarios; rotated M-PSK constellation; squared-lattice angular quantization; Clustering algorithms; MIMO; OFDM; Quantization (signal); Signal to noise ratio; Transmitting antennas; Vectors; MIMO-OFDM; ZF precoder; channel quantization; multi-user systems;
Journal_Title :
Communications, IEEE Transactions on
DOI :
10.1109/TCOMM.2013.121413.130007