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Low complexity Scheduling Algorithms for Downlink Zero-Forcing Beamforming Systems

机译:下行链路迫零波束成形系统的低复杂度调度算法

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In this paper, the downlink zero-forcing beamforming strategy under perfect channel state information at the transmitter (CSIT) for the case of random packet arrivals is investigated. Under this setting, the relevant fairness criterion is the stabilization of all buffer queues which guarantees a bounded average delay for all users. In case of queue stability is the goal, it can be shown that allocating resources to maximize a queuelength-weighted sum of the rates which are feasible in the current time slot is a stabilizing policy. However, the high complexity of user selection or the feasible rates determination for optimal scheme may prevent the real-time scheduling operation. Two simplified algorithms were provided taking the channel state, queue state and orthogonality into to account. In particular, we pick the first user with the largest product between channel gain and queueing lengths, and select the remaining Nt-1 users to form the user set based on the greedy user selection method or takeing channel orientations into account as well. Simulation results show that the average delay performance of the simplified algorithms are reduced by less than 10% compared to optimal schemes.
机译:在本文中,研究了在随机分组到达的情况下,在发射机(CSIT)处于完美信道状态信息下的下行链路迫零波束成形策略。在此设置下,相关的公平性标准是所有缓冲区队列的稳定,这保证了所有用户的有限平均延迟。如果以队列稳定性为目标,则可以证明分配资源以使当前时隙中可行的速率的队列长度加权总和最大化是一种稳定策略。但是,用户选择的高复杂性或最优方案的可行速率确定可能会阻止实时调度操作。提供了两种简化算法,其中考虑了信道状态,队列状态和正交性。特别是,我们选择在信道增益和排队长度之间乘积最大的第一个用户,然后根据贪婪的用户选择方法或同时考虑信道方向来选择其余的Nt-1用户以形成用户集。仿真结果表明,与最优方案相比,简化算法的平均延迟性能降低了不到10%。

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