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G-CRLB analysis of time delay based localization for decode-and-forward cooperative relay networks in multipath environments

机译:基于时间延迟的G-CRLB分析基于时间延迟的多径环境解码和前进协作中继网络的定位

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In this study, we investigate the fundamental limits for time delay based location estimation in decode-andforward (DF) relaying strategy based cooperative relay networks considering multipath environments. The limits are presented by obtaining Cramer-Rao Lower Bounds (CRLBs) expressions. Simulations are performed to verify the CRLB expressions and show the effects of the node topology of the network, number of relay nodes, and number of multipath components (MPCs) on the location estimation accuracy of source node. According to the results, the placement of the relay nodes is very important to lower the location estimation error. Furthermore, using more relay nodes decreases the location estimation error, dramatically. Finally, processing more MPCs at the destination node is crucial to improve the estimation accuracy in the cooperative relay networks.
机译:在本研究中,考虑到多径环境,我们研究了基于解码和向前(DF)中继策略的基于时间延迟的位置估计的基本限制。通过获得Cramer-Rao下界(CRLBS)表达来提出限制。执行模拟以验证CRLB表达式,并显示网络的节点拓扑,中继节点数量和多径分量(MPC)的数量的效果,对源节点的位置估计精度。根据结果​​,中继节点的放置对于降低位置估计误差非常重要。此外,使用更多继电器节点显着降低位置估计误差。最后,在目标节点处处理更多MPC对于提高协作中继网络中的估计精度至关重要。

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