通过 6 千兆赫频段内的异构自动频率协调网络高效分配频谱

IF 2 4区 计算机科学 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC
Beulah Sujan Karumanchi, Narasimha Rao Banavathu
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引用次数: 0

摘要

这项研究提出了一种异构自动频率协调网络(HAFCN),以提高可靠性,并为 6 GHz 频段内的未授权 Wi-Fi 设备(UWD)实现动态频谱分配。这一过程在很大程度上依赖于 HAFCN 内的频谱感应。然而,在自动频率协调(AFC)网络中,多个 UWD 使用传统的融合方案广泛实施频谱感测,给 AFC 提供商带来了计算上的挑战。为了应对这一挑战,我们为拟议的 HAFCN 提出了一种选择性软信息(SSI)融合方案。首先,我们提出了使用 SSI 融合方案的 HAFCN 误报和漏报概率的通用数学表达式。其次,我们提出了一个广义 AFC SSI 融合问题(GASFP),以最小化系统的总错误概率。此外,为了减轻 AFC 提供商在解决 GASFP 时的开销,这项工作提出了快速感应问题,即确定 UWD 所需的最小天线,以实现所需的总误差概率。最后,数值比较结果表明,就总误差概率而言,采用 SSI 融合方案的 HAFCN 比传统融合方案的性能有显著提高。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Efficient spectrum allocation by heterogeneous automated frequency coordination network within 6 GHz band

This work proposes a heterogeneous automated frequency coordination network (HAFCN) to enhance reliability and enable dynamic spectrum allocation for unlicensed Wi-Fi devices (UWDs) within the 6 GHz band. This process relies heavily on spectrum sensing within the HAFCN. However, the widespread implementation of spectrum sensing by multiple UWDs in an automated frequency coordination (AFC) network using conventional fusion schemes poses computational challenges at the AFC provider. In response to this challenge, we present a selective soft-information (SSI) fusion scheme for the proposed HAFCN. First, we present generic mathematical expressions of false-alarm and missed detection probabilities for the HAFCN using an SSI fusion scheme. Second, a generalized AFC SSI fusion problem (GASFP) is formulated to minimize the system’s total error probability. Further, to mitigate the AFC provider’s overhead in solving the GASFP, this work presents the swift-sensing problem, determining the minimum antennas at UWD required to achieve a desired total error probability. Finally, comparative numerical results demonstrate that the HAFCN with the SSI fusion scheme shows a significant performance improvement over conventional fusion schemes in terms of the total error probability.

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来源期刊
Physical Communication
Physical Communication ENGINEERING, ELECTRICAL & ELECTRONICTELECO-TELECOMMUNICATIONS
CiteScore
5.00
自引率
9.10%
发文量
212
审稿时长
55 days
期刊介绍: PHYCOM: Physical Communication is an international and archival journal providing complete coverage of all topics of interest to those involved in all aspects of physical layer communications. Theoretical research contributions presenting new techniques, concepts or analyses, applied contributions reporting on experiences and experiments, and tutorials are published. Topics of interest include but are not limited to: Physical layer issues of Wireless Local Area Networks, WiMAX, Wireless Mesh Networks, Sensor and Ad Hoc Networks, PCS Systems; Radio access protocols and algorithms for the physical layer; Spread Spectrum Communications; Channel Modeling; Detection and Estimation; Modulation and Coding; Multiplexing and Carrier Techniques; Broadband Wireless Communications; Wireless Personal Communications; Multi-user Detection; Signal Separation and Interference rejection: Multimedia Communications over Wireless; DSP Applications to Wireless Systems; Experimental and Prototype Results; Multiple Access Techniques; Space-time Processing; Synchronization Techniques; Error Control Techniques; Cryptography; Software Radios; Tracking; Resource Allocation and Inference Management; Multi-rate and Multi-carrier Communications; Cross layer Design and Optimization; Propagation and Channel Characterization; OFDM Systems; MIMO Systems; Ultra-Wideband Communications; Cognitive Radio System Architectures; Platforms and Hardware Implementations for the Support of Cognitive, Radio Systems; Cognitive Radio Resource Management and Dynamic Spectrum Sharing.
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