在未经许可的频谱中,用于认知无线电网络共存的算法设计和融合分析
Yuan Zhang1, Weihua Wu2, Wei He3
1State Key Laboratory of ISN, School of Telecommunications Engineering, Xidian University, Xi'an 710126, China.
Sensors (Basel, Switzerland)
|December 23, 2023
概括
本研究引入了用于未经许可的频谱分配的新算法,使低成本网络共存成为可能. 双时间尺度的方法优化了频道选择和分配,减少代开销,同时保持吞吐量.
科学领域:
- 无线通信网络是无线通信网络.
- 频谱管理和分配.
- 算法的分析和设计.
背景情况:
- 未经许可的频谱频段越来越拥挤,导致干扰和性能降低.
- 有效的频谱分配对于使多个无线网络能够共存至关重要.
- 现有的算法可能会受到高计算复杂性或低于最佳性能的影响.
研究的目的:
- 开发低成本的算法,使网络在未经许可的频谱中能够共存.
- 分析频谱分配算法的收性质.
- 为联合频率选择和分配提出和评估一种新的两次尺度算法.
主要方法:
- 为未经许可的频谱分配算法开发了一个通用收分析框架.
- 提出了一种一次性代调整算法,具有可调节的步骤大小和时间尺度参数.
- 引入了一种两次代调节的联合频率选择和分配算法,适应不同的通道状态信息 (CSI) 动态.
主要成果:
- 对于一个和两个时间尺度算法来说,导出了对汇率误差的充分条件和上限.
- 证明较小的时间尺度调整参数和较大的步骤大小可以减少收误差.
- 两个时间尺度的算法实现了与传统方法相比的吞吐量,并且代开销显著降低.
结论:
- 提出的一次和两次尺度算法为未经许可的频谱分配提供了有效的解决方案.
- 两个时间尺度的方法为在动态无线环境中高效的频谱共享提供了一种实用方法.
- 算法参数调整对于平衡融合速度,准确性和计算成本至关重要.
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