OFDM无线网络定位的鲁棒功率分配

Arash Shahmansoori, G. Seco-Granados, H. Wymeersch
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引用次数: 7

摘要

可靠和准确的用户定位对于无线网络中的许多应用至关重要。在基于距离的定位中,可以使用已知位置(锚点)的节点的距离测量来估计节点(代理)的位置。通过对锚点的优化功率分配,减少了定位误差,提高了网络寿命和吞吐量。针对多播和单播正交频分复用信号,提出并求解了具有定位精度约束的鲁棒功率分配优化问题。定位精度用期望位置误差的平方界来表示,考虑了无线信道和agent位置的不确定性。仿真结果表明,与非鲁棒功率分配相比,鲁棒功率分配提高了定位精度,且功耗损失有限。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Robust power allocation for OFDM wireless network localization
Reliable and accurate localization of users is critical for many applications in wireless networks. In range-based localization, the position of a node (agent) can be estimated using distance measurements to nodes with known positions (anchors). Optimal power allocation of the anchors reduces positioning error and improves network lifetime and throughput. We formulate and solve a robust power allocation optimization problem with a constraint on the localization accuracy for multicast and unicast orthogonal frequency division multiplexing signals. The localization accuracy is expressed in terms of the expected squared position error bound, accounting for uncertainties in the wireless channel as well as in the agents' positions. Simulation results show that robust power allocation improves localization accuracy compared to non-robust power allocation, with only a limited power penalty.
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