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Norm‑based user selection algorithm for single‑RF space modulation techniques with geometric mean decomposition based precoding scheme

机译:基于基于Num-RF空间调制技术的基于标准的基于预编码方案的用户选择算法

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摘要

Joint user selection algorithm and fully digital geometric mean decomposition (GMD)-based precoding scheme is consideredin this paper for single radio frequency (RF) space modulation techniques (SMTs), namely, spatial modulation(SM) and space shift keying (SSK) schemes. The objective is to jointly perform the Frobenius norm-based user selectionalgorithm and design GMD-based precoded SMTs with single-RF chain in order to reduce the cost and the power consumptionin multiple input multiple output (MIMO) systems, and to avoid the complicated bit-allocation problem ofsingular value decomposition (SVD)-based precoding technique. Based on these schemes, the GMD-based precodingtransmission carried out in the context of a single-user SMTs can readily be extended to the multi-user (MU) case. Simulationresults demonstrate that single-RF SMTs with GMD-based precoding scheme is capable of outperforming SMTswith SVD-based precoding technique. Meanwhile, MU-SMTs with GMD-based precoding scheme provide significantperformance gains over the conventional SM- and SSK-MIMO counterparts and single-user SMTs with GMD-based precodingalgorithm, which increase the energy efficiency and the reachability using these schemes. Furthermore, bettererror performance in MU-SMTs with fully digital GMD-based precoding technique is obtained by selecting any numberof users. Therefore, MU-SMTs with GMD-based precoding scheme can be effectively used in various 5G wireless networks.
机译:接合用户选择算法和全数字几何平均分解(GMD)基于基于预编码方案的预编码方案本文用于单射频(RF)空间调制技术(SMT),即空间调制(SM)和空间移位键控(SSK)方案。目标是共同执行基于Frobenius规范的用户选择用单射频链的算法和设计GMD的预编码SMT,以降低成本和功耗在多输入多输出(MIMO)系统中,并避免复杂的位分配问题基于奇异值分解(SVD)的预编码技术。基于这些方案,基于GMD的预编码在单用户SMT的上下文中执行的传输可以容易地扩展到多用户(MU)案例。模拟结果表明,具有基于GMD的预编码方案的单RF SMT能够优于SMT基于SVD的预编码技术。与此同时,具有基于GMD的预编码方案的MU-SMT提供了重要的通过基于GMD的预编码的传统SM和SSK-MIMO对应物和单用户SMTS的性能提升使用这些方案提高能量效率和可达性的算法。此外,更好通过选择任意数量获得具有全数字GMD的预编码技术的MU-SMT中的误差性能用户。因此,可以在各种5G无线网络中有效地使用基于GMD的预编码方案的MU-SMT。

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