采用自适应天线阵列的分组调度算法提高SDM系统的吞吐量和公平性

N. Yoshimochi, Y. Ofuji, S. Abeta, R. Esmailzadeh, I. Sasase
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引用次数: 1

摘要

研究了基于OFDM的自适应天线阵列波束形成空分复用(SDM)系统的下行分组调度算法。提出了一种基于接收到的信干扰加噪声功率比(SINR)按优先级向接入用户产生定向波束的分组调度算法。然而,由于波束间干扰的增加,该算法产生的定向波束较少。因此,整体运力的提升是有限的。本文提出了一种通过增加定向波束数来提高总吞吐量的算法。该算法考虑了定向波束之间的角度差和干涉。结果表明,与传统的基于sinr优先级的算法相比,该算法可将扇区吞吐量提高13%。此外,从扇区吞吐量和传输时隙分配概率公平性的角度考察了该算法在考虑信道质量和每个用户等待时间的情况下的效果。仿真结果表明,该算法在考虑了调度用户的平均接收信噪比后,扇区吞吐量比原算法提高了5-10%。此外,考虑到用户的等待时间,虽然扇区吞吐量下降了12%,但传输时隙分配概率小于0.1的用户数量比原算法减少了26%
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Packet scheduling algorithm to improve throughput and fairness in SDM system using adaptive antenna array
This paper investigates several downlink packet scheduling algorithms in OFDM based systems for space division multiplexing (SDM) with adaptive antenna array beamforming. The packet scheduling algorithm, which generates directional beams toward accessing users in accordance with the priority based on received signal-to-interference plus noise power ratio (SINR) have been proposed. However, the algorithm can generate few directional beams due to the increase of inter beam interference. As a result, the improvement of overall capacity is limited. In this paper, we propose an algorithm to increase total throughput by increasing the number of directional beams. In our algorithm, difference of angle and interference among directional beams are considered. It is shown that the proposed algorithm can increase the sector throughput by 13 % as compared to the conventional SINR-priority based algorithm. Moreover, we investigate the effect to take into account the channel quality and waiting time of each user in the proposed algorithm from the viewpoint of the sector throughput and the fairness of transmission slot assignment probability. Simulation results show that the proposed algorithm with taking into account the received SINR averaged over the scheduled users improves the sector throughput by 5-10% as compared to the original proposed algorithm. It is also shown that, additionally taking into account the waiting time of the users, although the sector throughput is degraded by 12%, the number of users who have the transmission slot assignment probability of less than 0.1 is reduced by 26% compared to the original proposed algorithm
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