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A TSK Fuzzy Approach to Channel Estimation for 802.11a WLANs

机译:802.11a WLAN的信道估计的TSK模糊方法

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摘要

The paper presents the performance analysis of a Takagi-Sugeno-Kang (TSK) channel estimator integrated in a complex, OFDM-based system-the IEEE WLAN 802.1 la transmit-receive chain. The main goal is to see to what extent may fuzzy logic tools be integrated into end-to-end wireless transmission chains and to asses their performance. The fuzzy channel estimation solution was tested with monitoring of overall transmission parameters such as: packet error rate (PER), signal-to-noise ratio (SNR), and bit rate. Considering the fact that the fuzzy solution was integrated in a complex end-to-end transmission chain, the results may be seen as satisfactory and encouraging. The exploring nature of this implementation makes it a starting point for evaluating the opportunity and benefits of integrating fuzzy logic techniques in complex wireless transmission systems.
机译:本文提出了集成在基于OFDM的基于OFDM的系统中的Takagi-Sugeno-kang(TSK)信道估计器的性能分析 - IEEE WLAN 802.1 LA传输接收链。主要目标是在多大程度上看到模糊逻辑工具集成到端到端的无线传输链中,并赋予它们的性能。测试模糊通道估计解决方案,通过监测整体传输参数,例如:分组错误率(每个),信噪比(SNR)和比特率。考虑到模糊解决方案集成在复杂的端到端透射链中,结果可能被视为令人满意和令人鼓舞。这种实现的探索性质使其成为评估集成复杂无线传输系统中的模糊逻辑技术的机会和益处的起点。

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