Provisioning Statistical QoS for Coordinated Communications with Limited Feedback

M. Khoshkholgh, K. Navaie, K. Shin, Victor C. M. Leung
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引用次数: 1

Abstract

The capacity performance of ICIC has been extensively studied in coordinated multi-point transmissions (CoMP). In practice however, due to limited feedback, the acquired channel direction information (CDI), which is crucial for ICIC, is often partially available. Hence one may question whether the ICIC is able to meet the Quality-of- Service (QoS) requirements. This paper considers the optimal partitioning of the feedback bits in CoMP while accounting for the inter-cell interference cancellation (ICIC). In this paper, we adopt a statistical model of QoS in CoMP by using the notion of effective capacity (EC). Utilizing EC we then formulate the system function as an optimization problem with the objective of maximizing the total EC subject to the limited feedback available to the cluster of base stations (BSs). Analytical approximations are then obtained on the EC performance which are then utilized as the base for algorithms that assign feedback bits among the user equipments (UEs) and BSs. Using simulations we then investigate the accuracy of the obtained approximations and highlight practical system designs for dealing with stringent delay requirements. Of crucial practical importance, the findings of this paper also indicates that in CoMP there is an optimal cluster size for a given feedback capacity that maximizes the corresponding EC.
有限反馈协调通信的统计QoS配置
ICIC的容量性能在协调多点传输(CoMP)中得到了广泛的研究。然而,在实际应用中,由于反馈有限,对ICIC至关重要的信道方向信息(CDI)往往是部分可用的。因此,人们可能会质疑ICIC是否能够满足服务质量(QoS)的要求。在考虑小区间干扰消除(ICIC)的情况下,研究了CoMP中反馈位的最优分配问题。本文采用有效容量(EC)的概念,建立了CoMP中QoS的统计模型。利用EC,我们将系统功能表述为一个优化问题,其目标是在基站群(BSs)可用的有限反馈下最大化总EC。然后获得EC性能的解析近似,然后将其用作在用户设备(ue)和BSs之间分配反馈位的算法的基础。然后,通过模拟,我们研究了所获得的近似的准确性,并强调了处理严格延迟要求的实际系统设计。具有重要实际意义的是,本文的研究结果还表明,在CoMP中,对于给定的反馈容量存在一个最优簇大小,使相应的EC最大化。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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