EAGER: SC2: Efficient, Collaborative Spectrum Sharing through a Systems and Optimal Control Approach
EAGER: SC2: Efficient, Collaborative Spectrum Sharing through a Systems and Optimal Control Approach
批准号:
1737989
负责人:
Bernd-Peter Paris
金额:
$10.0万
依托单位:
依托单位国家:
美国
项目类别:
Standard Grant
财政年份:
2017
资助国家:
美国
项目状态:
已结题
起止时间:
2017-04-01 至 2019-09-30
中文摘要
目前,无线电频谱被划分为固定频段,只有获得许可的用户才能使用。这些频段的低利用率,加上指数级增长的需求,导致了无线接入频谱稀缺的问题。该奖项的工作预计将产生改变范式的创新,通过促进不同无线网络和用户之间的动态频谱共享,实现显著更高的频谱利用率。这项研究将为公共频谱分配政策提供信息,为无线用户带来更好的服务质量和更快的互联网接入,并使新的多媒体应用成为可能。学生,特别是那些来自代表性不足的群体的学生,将获得尖端无线技术的实践经验。该奖项的工作有两个独特的研究方向,预计将产生重大影响。首先,将开发一种协作频谱共享的系统和最优控制方法。这种方法依赖于解决方案的所有组件(例如,频谱感知、通信、推理和控制)之间的协作决策;系统内做出的所有决策都考虑到整个系统目标。为了实现广泛的协作决策,将采用事件触发和自触发控制的新思想。这些控制框架不是定期更新控制信号,而是分别在何时应该更新信号和何时应该获得新信息时引入决策。其次,将调查信任建立计划的使用情况,明确目标是鼓励网络之间的合作。作为这项研究任务的一部分,将制定信任或声誉指标,以及最大限度地提高内部网络性能和全局网络性能之间的平衡分数的可调算法。拟议的频谱高效通信和无线电环境理解研究对于促进频谱领域的合作也将是至关重要的。
英文摘要
Currently radio spectrum is partitioned into fixed bands that are available only to licensed users. The low utilization of these bands, coupled with exponentially increasing demand, has led to the problem of spectrum scarcity for wireless access. Work on this award is expected to yield paradigm-shifting innovations that will achieve significantly higher spectrum utilization by facilitating dynamic sharing of spectrum among different wireless networks and users. The research will inform public policy on spectrum allocation, lead to better quality of service and faster Internet access for wireless users, and enable new multimedia applications. Students, particularly those from underrepresented groups, will acquire hands-on experience with cutting edge wireless technologies.The work on this award has two unique research directions that are expected to have significant impact. First, a systems and optimal control approach to collaborative spectrum sharing will be developed. This approach relies on cooperative decision making among all components of the solution (e.g., spectrum sensing, communication, reasoning, and control); all decisions made within the system are mindful of the overall system objective. In order to achieve broadly cooperative decision making, new ideas from event-triggered and self-triggered control will be used. Rather than periodically updating control signals, these control frameworks introduce decision making when signals should be updated and when new information should be obtained, respectively. Second, the use of trust establishment schemes will be investigated, with the explicit goal of incentivizing collaboration among networks. As part of this research task, a trust, or reputation, metric will developed, along with tunable algorithms that maximize the balanced score between internal network performance and global network performance. The proposed research on spectrally efficient communications and radio environment understanding will also be critically important for enabling collaboration in the spectrum domain.
期刊论文(4)
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Gaussian random field approximation for exclusion zones in cognitive radio networks
认知无线电网络中禁区的高斯随机场近似
DOI:
10.1109/pimrc.2017.8292398
发表时间:
2017
期刊:
Indoor and Mobile Radio Communications (PIMRC
影响因子:
--
作者:
[Wang, Zheng, Mark, Brian L.]
通讯作者:
Mark, Brian L.
DOI:
10.1109/tcomm.2017.2749578
发表时间:
2018
期刊:
IEEE Transactions on Communications
影响因子:
8.3
作者:
[J. Bruno;B. L. Mark]
通讯作者:
J. Bruno;B. L. Mark
Wideband Temporal Spectrum Sensing Using Cepstral Features
使用倒谱特征的宽带时间频谱传感
DOI:
10.1109/wowmom.2019.8793002
发表时间:
2019
期刊:
Mobile and Multimedia Networks" (WoWMoM
影响因子:
--
作者:
[Cheng, Hanke, Mark, Brian L., Ephraim, Yariv]
通讯作者:
Ephraim, Yariv
DOI:
10.1109/cdc.2017.8264671
发表时间:
2017-12
期刊:
2017 IEEE 56th Annual Conference on Decision and Control (CDC)
影响因子:
--
作者:
[Cameron Nowzari]
通讯作者:
Cameron Nowzari
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