arXivDaily arXiv每日学术速递 周一至周五更新
arXiv 1301.6589cs.ITmath.IT
收藏

存在同步错误时的节能通信

Energy-Efficient Communication in the Presence of Synchronization Errors

Yu-Chih Huang, Urs Niesen, Piyush Gupta

摘要:

通信系统传统上被设计成具有紧密的发射机-接收机同步。该要求在高SNR状态下具有可忽略的开销。然而,在许多应用中,例如无线传感器网络,通信需要主要发生在低SNR的节能机制中,其中需要紧密同步可能是非常次优的。在本文中,我们模型的噪声信道同步错误的插入/删除/替换信道。对于这个信道,我们提出了一个新的通信方案,只需要松散的发射机-接收机同步。我们表明,该方案是渐近最优的高斯信道同步误差的能量效率,衡量每单位能量的速率。在这个过程中,我们还建立了同步的缺乏导致的能源效率可以忽略不计的损失。我们进一步表明,对于一般离散无记忆信道的同步误差和一般输入成本函数承认一个零成本的符号,所提出的计划实现的每单位成本的速率是在信息理论的最优的两个因素。

英文摘要:

Communication systems are traditionally designed to have tight transmitter-receiver synchronization. This requirement has negligible overhead in the high-SNR regime. However, in many applications, such as wireless sensor networks, communication needs to happen primarily in the energy-efficient regime of low SNR, where requiring tight synchronization can be highly suboptimal. In this paper, we model the noisy channel with synchronization errors as an insertion/deletion/substitution channel. For this channel, we propose a new communication scheme that requires only loose transmitter-receiver synchronization. We show that the proposed scheme is asymptotically optimal for the Gaussian channel with synchronization errors in terms of energy efficiency as measured by the rate per unit energy. In the process, we also establish that the lack of synchronization causes negligible loss in energy efficiency. We further show that, for a general discrete memoryless channel with synchronization errors and a general input cost function admitting a zero-cost symbol, the rate per unit cost achieved by the proposed scheme is within a factor two of the information-theoretic optimum.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

↑