Analytical Approach to Maximize Throughput in Wireless Ad Hoc Networks

K. Mnif, Asma Sellami
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Abstract

The main concerns of network performance are throughput, end-to-end packet delay and packet loss. A high-performance network is characterized by high throughput, small delay, and low packet loss. A larger transmission radius increases the probability of finding a receiver with large progress, but simultaneously increases the probability of collision with other transmissions. Transmission range and the expected progress are pair of design parameters. A short-range transmission is preferred in terms of successful transmission because its avoid collision at the receiver. Long transmission range is favourable in term of: i- it moves a packet the maximum it can in one hop in successful transmission, and ii- the high probability to find a receiver candidate in the progression direction. In this paper, a theoretical model to analyse the one hop throughput with regular structure operating under the CSMA/CA access protocol in wireless ad hoc networks is proposed. We show how we can maximize mean packet progress and mean density of information transport by optimizing the transmission probability and the transmission range. Numerical results show that we can find an optimal transmission range to achieve the highest throughput. An optimal transmission range is essential to limit the energy dissipation on the mobile devices.
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无线自组织网络中吞吐量最大化的分析方法
网络性能的主要关注点是吞吐量、端到端数据包延迟和数据包丢失。高性能网络的特点是吞吐量大、时延小、丢包少。较大的传输半径增加了发现进度较大的接收机的概率,但同时也增加了与其他传输发生碰撞的概率。传动范围和预期进度是一对设计参数。就成功传输而言,短距离传输是首选,因为它避免了接收器的碰撞。长传输距离的优点在于:1 .在成功传输的一跳中最大限度地移动数据包;2 .在进展方向上找到候选接收方的概率高。本文提出了在CSMA/CA接入协议下运行的无线自组织网络中一跳吞吐量的理论模型。我们展示了如何通过优化传输概率和传输范围来最大化平均数据包进度和平均信息传输密度。数值结果表明,我们可以找到一个最佳的传输范围,以达到最高的吞吐量。为了限制移动设备上的能量损耗,最优的传输距离至关重要。
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