Algorithms for Relaying via Channel Quantization in Finite Rate Feedback Limited Sensor Networks

R. Kannan, Shuangqing Wei, Guohui Deng, V. Chakravarthy, M. Rangaswamy
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Abstract

Relaying is often advocated for improving system performance by enhancing spatial diversity in wireless networks. In this paper, we address the issue of energy tradeoff made by relay nodes between transmitting their own data and forwarding other nodes' information in fading channels. First, assuming perfect channel state information (CSI), we propose a power control policy in a two-node relay network under which total energy consumption across both nodes is minimized while meeting both outage probability requirements. However perfect CSI at each node is not possible in general due to bandwidth limitations that prevent the full exchange of precise channel information. Thus in this paper, we develop power control algorithms for relaying under bandwidth constraints, via quantization. Specifically, we develop a quantization protocol that accounts for the asymmetric nature of uplink/downlink communication bandwidths and develop an optimal polynomial time algorithm for channel quantization using this protocol. The quantization algorithm minimizes the sum of expected transmission powers at the source and relay, required for collaborative relaying to satisfy the given outage probability.
有限速率反馈有限传感器网络中信道量化中继算法
在无线网络中,中继常被提倡通过增强空间分集来提高系统性能。在本文中,我们解决了中继节点在衰落信道中传输自己的数据和转发其他节点的信息之间的能量权衡问题。首先,假设信道状态信息是完美的,我们提出了一种双节点中继网络的功率控制策略,在此策略下,两个节点的总能耗最小,同时满足两个中断概率的要求。然而,在每个节点上完美的CSI通常是不可能的,因为带宽限制阻止了精确信道信息的完全交换。因此,在本文中,我们通过量化开发了带宽限制下的继电保护功率控制算法。具体而言,我们开发了一种量化协议,该协议考虑了上行/下行通信带宽的不对称性质,并开发了使用该协议进行信道量化的最佳多项式时间算法。量化算法使协同中继在满足给定停电概率的情况下,在源端和中继端期望传输功率之和最小。
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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