{"title":"多输入多输出多访问信道的队列理论最优调度","authors":"H. Boche, M. Wiczanowski","doi":"10.1109/ISSPIT.2003.1341186","DOIUrl":null,"url":null,"abstract":"In the framework of new services in wireless networks beyond the third generation, asymmetric and flexible uplink transmission schemes are highly desirable. Hence, especially in \"data only\" networks, an efficient uplink scheduling must not be neglected in the network design. Although not yet well covered in the literature, this area appears to gain importance especially in the face of high speed uplink packet access (HSUPA) radio link design for future wireless systems. In this work we study an uplink scheduling scheme from the information theoretic and queueing theoretic point of view. The objective of the cross-layer (Goldsmith, A.J. et al., 2003) scheduling approach we present is the stability of bit-queues awaiting their transmission at every user node. With this approach is associated an optimization problem of maximizing the weighted sum of rates, where the weights express the intensity of packet-traffics at every user node. An important property characterizing our approach is considering only spatial channelization of users, i.e. allocating user signals within one successive interference cancellation (SIC) order fixed over a certain time interval T. We show, that despite this neglection of time sharing technique, it is possible to achieve an overall optimal stability achieving scheduling for every set of user rate weights. Furthermore, we show that the choice of the SIC-order allowing for the optimal scheduling is independent of user channels and that the associated optimization problem over transmit covariance matrices is convex.","PeriodicalId":332887,"journal":{"name":"Proceedings of the 3rd IEEE International Symposium on Signal Processing and Information Technology (IEEE Cat. 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引用次数: 15
摘要
在第三代以后的无线网络新业务框架中,非对称和灵活的上行传输方案是非常需要的。因此,在“纯数据”网络中,有效的上行调度是网络设计中不可忽视的问题。虽然在文献中还没有很好地覆盖,但这一领域似乎越来越重要,特别是在面对未来无线系统的高速上行分组接入(HSUPA)无线电链路设计时。本文从信息论和排队论的角度研究了一种上行链路调度方案。我们提出的跨层调度方法(Goldsmith, A.J. et al., 2003)的目标是每个用户节点等待传输的比特队列的稳定性。与此方法相关联的是最大化加权速率和的优化问题,其中权重表示每个用户节点上的数据包流量强度。我们的方法的一个重要特性是只考虑用户的空间信道化,即在一个连续的干扰抵消(SIC)顺序中分配用户信号,固定在一定的时间间隔t上。我们表明,尽管忽略了分时技术,但有可能实现实现每组用户速率权重调度的整体最优稳定性。此外,我们证明了允许最优调度的sic顺序的选择与用户信道无关,并且在传输协方差矩阵上的相关优化问题是凸的。
In the framework of new services in wireless networks beyond the third generation, asymmetric and flexible uplink transmission schemes are highly desirable. Hence, especially in "data only" networks, an efficient uplink scheduling must not be neglected in the network design. Although not yet well covered in the literature, this area appears to gain importance especially in the face of high speed uplink packet access (HSUPA) radio link design for future wireless systems. In this work we study an uplink scheduling scheme from the information theoretic and queueing theoretic point of view. The objective of the cross-layer (Goldsmith, A.J. et al., 2003) scheduling approach we present is the stability of bit-queues awaiting their transmission at every user node. With this approach is associated an optimization problem of maximizing the weighted sum of rates, where the weights express the intensity of packet-traffics at every user node. An important property characterizing our approach is considering only spatial channelization of users, i.e. allocating user signals within one successive interference cancellation (SIC) order fixed over a certain time interval T. We show, that despite this neglection of time sharing technique, it is possible to achieve an overall optimal stability achieving scheduling for every set of user rate weights. Furthermore, we show that the choice of the SIC-order allowing for the optimal scheduling is independent of user channels and that the associated optimization problem over transmit covariance matrices is convex.