Energy efficiency based packet size optimization in wireless sensor networks

Y. Sankarasubramaniam, I. Akyildiz, S. McLaughlin
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引用次数: 505

Abstract

This paper addresses the question of optimal packet size for data communication in energy constrained wireless sensor networks. Unlike previous work on packet length optimization in other wired and wireless networks, energy efficiency is chosen as the optimization metric. The use of fixed size packets is proposed in light of the limited resources and management costs in sensor networks. The optimal fixed packet size is then determined for a set of radio and channel parameters by maximizing the energy efficiency metric. Further, the effect of error control on packet size optimization and energy efficiency is examined. While retransmission schemes are found to be energy inefficient, it is shown that forward error correction can improve the energy efficiency eventhough it introduces additional parity bits and encoding/decoding energy consumptions. In this regard, binary BCH codes are found to be 15% more energy efficient than the best performing convolutional codes, which have thus far been considered for error control in sensor networks.
基于能量效率的无线传感器网络数据包大小优化
本文研究了能量受限无线传感器网络中数据通信的最优数据包大小问题。与以往在其他有线和无线网络中对数据包长度优化的研究不同,本文选择了能效作为优化指标。针对传感器网络中有限的资源和管理成本,提出了使用固定大小数据包的方法。然后通过最大化能效度量来确定一组无线电和信道参数的最佳固定分组大小。进一步研究了误差控制对数据包大小优化和能量效率的影响。虽然重传方案被发现是能源效率低下的,但它表明,前向纠错可以提高能源效率,即使它引入了额外的奇偶校验位和编码/解码的能源消耗。在这方面,二进制BCH码被发现比性能最好的卷积码节能15%,卷积码迄今为止被认为是传感器网络中的误差控制。
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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