Title :
Multiuser Successive Maximum Ratio Transmission (MS-MRT) for Video Quality Maximization in Unicast and Broadcast MIMO OFDMA-Based 4G Wireless Networks
Author :
Gupta, Neeraj ; Jagannatham, Aditya K.
Author_Institution :
Dept. of Electr. Eng., Indian Inst. of Technol. Kanpur (IITK), Kanpur, India
Abstract :
In this paper, we propose a novel low-complexity beamforming algorithm for multiuser successive maximum ratio transmission (MS-MRT) toward space-division multiplexing to achieve video quality maximization in the downlink of a multiuser (MU) multiple-input-multiple-output (MIMO) orthogonal frequency-division multiple-access (OFDMA)-based fourth-generation (4G) wireless network. We compare the performance of this algorithm in terms of system throughput and video quality with the two popular precoding techniques, namely, block diagonalization (BD) and successive optimization (SO). We also compare its performance with the generalized versions of these two algorithms termed coordinated transmit-receive processing (CTR)-BD and CTR-SO algorithms, respectively. Further, we propose an extension of the MS-MRT scheme to broadcast scenarios, termed broadcast successive maximum ratio transmission (BS-MRT), which computes the optimal broadcast beamforming vector to maximize the video quality at each of the broadcast group members while maintaining orthogonality to the previously scheduled user groups. We also demonstrate that the proposed MS-MRT and BS-MRT schemes can be naturally adapted to the context of various MU OFDMA scheduling algorithms such as proportional fairness (PF) and round robin (RR), to name a few, to maximize video quality through optimal scheduling in the presence of a large number of users. We discuss implementations of the proposed MS-MRT scheme in association with these scheduling algorithms for MU unicast and broadcast video transmission scenarios. The simulation results presented in this work rely on the rate models derived using the Joint Scalable Video Model (JSVM) software developed by the Joint Video Team (JVT) and are, thus, readily applicable in practice. The presented results clearly demonstrate the ability of the proposed algorithm to maximize the video quality in comparison with the other competing MU MIMO precoding techniques. Further, employing- the proportional fair scheduling algorithm in conjunction with the MS-MRT results in an overall enhancement in the received video quality compared with the RR and max-rate algorithms.
Keywords :
4G mobile communication; MIMO communication; OFDM modulation; array signal processing; broadcast communication; frequency division multiple access; optimisation; video coding; MIMO precoding technique; OFDMA based 4G wireless networks; block diagonalization; broadcast MIMO system; broadcast successive mum ratio transmission; coordinated transmit-receive processing; joint scalable video model software; low complexity beamforming algorithm; multiple input multiple output system; multiuser successive maximum ratio transmission; optimal broadcast beamforming vector; optimal scheduling; orthogonal frequency division multiple access; proportional fairness scheduling algorithm; round robin scheduling algorithm; space division multiplexing; successive optimization; unicast communication; video quality maximization; Array signal processing; Interference; MIMO; Quality assessment; Signal to noise ratio; Vectors; Video recording; 4G; Beamforming; H.264; MU-MIMO; OFDMA; SVC; maximum ratio transmission; user scheduling;
Journal_Title :
Vehicular Technology, IEEE Transactions on
DOI :
10.1109/TVT.2014.2298249