涡轮编码方形qam调制传输的DOA估计的闭形式Cramer-Rao下界

F. Bellili, Chaima Elguet, Souheib Ben Amor, S. Affes, A. Stephenne
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引用次数: 4

摘要

本文研究了涡轮编码系统的到达方向估计问题。首次导出了任意平方qam调制信号的编码辅助DOA估计的cram - rao下界(CRLBs)的封闭表达式。我们成功地将系统的似然函数分解成两个类似的项,从而线性化了费雪信息(FI)元素的所有推导步骤。仿真结果表明,CA DOA估计的CRLB介于非数据辅助(NDA)和数据辅助(DA)估计方案的CRLB之间。此外,DOA CA CRLB通过降低编码率来改进,从而突出了由于正确利用解码器输出而产生的估计性能的潜在增益。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Closed-form Cramer-Rao lower bounds for DOA estimation from turbo-coded square-QAM-modulated transmissions
This paper tackles the problem of the direction of arrival (DOA) estimation in turbo-coded systems. We derive for the first time the closed-form expressions for the Cramér-Rao lower bounds (CRLBs) of the code-aided (CA) DOA estimates from arbitrary square-QAM modulated signals. We succeed in factorizing the likelihood function of the system into two analogous terms linearizing thereby all the derivation steps of the Fisher information (FI) element. Simulation results demonstrate that the CRLB for the CA DOA estimates lies between its counterparts in non-data-aided (NDA) and data-aided (DA) estimation schemes. Moreover, the DOA CA CRLB improves by decreasing the coding rate highlighting thereby the potential gain in estimation performance stemming from the proper exploitation of the decoder output.
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