mmCell: Enabling Next Generation Cellular Networking via mmWave

mmCell:通过毫米波实现下一代蜂窝网络

基本信息

项目摘要

Cellular networks suffer from two fundamental problems: (i) wireless spectrum scarcity, and (ii) inefficiency of the existing centralized architecture. The scarcity problem is tackled by going beyond the current sub-6GHz frequencies and exploiting extremely high-frequency bands (30-300 GHz), i.e., millimeter Wave (mmWave) band [3]. The inefficiency of the existing architecture can be solved by decentralization. In the legacy architecture, the base station relays all communications from the transmitter to the receiver. Eliminating this man-in-the-middle enhances the efficiency significantly and allows direct communication between the transmitter and the receiver, i.e., Device-to-Device (D2D) communication.Although the solutions to the above problems seem intuitive, there are significant challenges to ahead of such solutions. On the one hand, mmWave bands suffer from severe signal attenuation making long range and non-line-of-sight communications -both essential to cellular networks- very challenging. On the other hand, D2D communication demands sophisticated interference control, resource allocation, and privacy/security provisioning which is hard to support in the existing network design. In mmCell, we present a realistic pathway to address these fundamental problems. We propose solutions to the problems of mmWave D2D communication in cellular networks with special focus MAC layer aspects, e.g., discovery, scheduling, energy efficiency, and mobility. In this proposal, we leverage analytical tools such as game theory and machine learning for system modeling and optimization. Going beyond theory, we will empirically validate the analytical solutions via the state-of-the-art Software-Defined Radio (SDR) platforms. In particular, this proposal aims to facilitate mmWave D2D support for cellular networks.
蜂窝网络遭受两个基本问题:(i)无线频谱稀缺,以及(ii)现有集中式架构的效率低下。稀缺问题的解决方法是超越目前的低于6 GHz的频率,利用极高的频带(30-300 GHz),即,毫米波(mmWave)波段[3]。现有架构的低效率可以通过去中心化来解决。在传统架构中,基站将所有通信从发射机中继到接收机。消除这种中间人显著提高了效率,并允许发射机和接收机之间的直接通信,即,设备到设备(D2 D)通信虽然对上述问题的解决方案似乎是直观的,但是在这样的解决方案之前存在重大挑战。一方面,毫米波频段遭受严重的信号衰减,使得远距离和非视距通信(两者对蜂窝网络都是必不可少的)非常具有挑战性。另一方面,D2 D通信需要复杂的干扰控制、资源分配和隐私/安全提供,这在现有网络设计中难以支持。在mmCell中,我们提出了解决这些基本问题的现实途径。 我们提出了针对蜂窝网络中毫米波D2 D通信问题的解决方案,特别关注MAC层方面,例如,发现、调度、能量效率和移动性。在本提案中,我们利用博弈论和机器学习等分析工具进行系统建模和优化。超越理论,我们将通过最先进的软件定义无线电(SDR)平台对分析解决方案进行经验验证。特别地,该提议旨在促进对蜂窝网络的毫米波D2 D支持。

项目成果

期刊论文数量(0)
专著数量(0)
科研奖励数量(0)
会议论文数量(0)
专利数量(0)

数据更新时间:{{ journalArticles.updateTime }}

{{ item.title }}
{{ item.translation_title }}
  • DOI:
    {{ item.doi }}
  • 发表时间:
    {{ item.publish_year }}
  • 期刊:
  • 影响因子:
    {{ item.factor }}
  • 作者:
    {{ item.authors }}
  • 通讯作者:
    {{ item.author }}

数据更新时间:{{ journalArticles.updateTime }}

{{ item.title }}
  • 作者:
    {{ item.author }}

数据更新时间:{{ monograph.updateTime }}

{{ item.title }}
  • 作者:
    {{ item.author }}

数据更新时间:{{ sciAawards.updateTime }}

{{ item.title }}
  • 作者:
    {{ item.author }}

数据更新时间:{{ conferencePapers.updateTime }}

{{ item.title }}
  • 作者:
    {{ item.author }}

数据更新时间:{{ patent.updateTime }}

Professor Dr.-Ing. Matthias Hollick, since 4/2024其他文献

Professor Dr.-Ing. Matthias Hollick, since 4/2024的其他文献

{{ item.title }}
{{ item.translation_title }}
  • DOI:
    {{ item.doi }}
  • 发表时间:
    {{ item.publish_year }}
  • 期刊:
  • 影响因子:
    {{ item.factor }}
  • 作者:
    {{ item.authors }}
  • 通讯作者:
    {{ item.author }}

{{ truncateString('Professor Dr.-Ing. Matthias Hollick, since 4/2024', 18)}}的其他基金

SenShield: Preserving User Privacy Against Passive WiFi Sensing
SenShield:保护用户隐私免受被动 WiFi 感应的影响
  • 批准号:
    447586980
  • 财政年份:
    2020
  • 资助金额:
    --
  • 项目类别:
    Research Grants
mmV2X: Enabling Millimeter-wave Vehicular-to-Everything Communications
mmV2X:实现毫米波车对万物通信
  • 批准号:
    453080125
  • 财政年份:
  • 资助金额:
    --
  • 项目类别:
    Research Grants
HyRIS: Hybrid Precoder based Reconfigurable Intelligent Surface Assisted Wireless Networks
HyRIS:基于混合预编码器的可重构智能表面辅助无线网络
  • 批准号:
    455077022
  • 财政年份:
  • 资助金额:
    --
  • 项目类别:
    Research Grants

相似海外基金

Cochlear implants and spatial hearing: Enabling access to the next dimension of hearing (Cherish)
人工耳蜗和空间听力:实现听力的下一个维度(Cherish)
  • 批准号:
    EP/Y031946/1
  • 财政年份:
    2024
  • 资助金额:
    --
  • 项目类别:
    Research Grant
Enabling advances in diagnosis, patient stratification and treatment for dilated cardiomyopathy patients and families (DCM Next)
促进扩张型心肌病患者和家庭的诊断、患者分层和治疗取得进展 (DCM Next)
  • 批准号:
    10085929
  • 财政年份:
    2023
  • 资助金额:
    --
  • 项目类别:
    EU-Funded
GitLife 2.0: Utilising next generation digital technologies to deliver twenty-fold improvement to a unique version control system, enabling SynBio innovations in net zero and healthcare.
GitLife 2.0:利用下一代数字技术为独特的版本控制系统提供二十倍的改进,从而实现 SynBio 在净零排放和医疗保健领域的创新。
  • 批准号:
    10077100
  • 财政年份:
    2023
  • 资助金额:
    --
  • 项目类别:
    Investment Accelerator
Development of Next-Generation Filtering Enabling High-Speed Processing and Flexible Policy Description
开发下一代过滤,实现高速处理和灵活的策略描述
  • 批准号:
    23K11104
  • 财政年份:
    2023
  • 资助金额:
    --
  • 项目类别:
    Grant-in-Aid for Scientific Research (C)
Next generation additive manufacturing solution enabling local, sustainable and low cost production of energy efficient ceramic filtration membranes
下一代增材制造解决方案可实现本地、可持续和低成本生产节能陶瓷过滤膜
  • 批准号:
    10056737
  • 财政年份:
    2023
  • 资助金额:
    --
  • 项目类别:
    Launchpad
The development of a novel inkjet bioprinter and software operating system, enabling high precision next generation 3D bioprinting.
开发新型喷墨生物打印机和软件操作系统,实现高精度的下一代 3D 生物打印。
  • 批准号:
    10035475
  • 财政年份:
    2022
  • 资助金额:
    --
  • 项目类别:
    Collaborative R&D
PixelCam and HoloCam: Automated Quality Control for High Volume Holographic Optical Element Manufacture. Enabling the Next Generation of Automotive Head-up Displays.
PixelCam 和 HoloCam:大批量全息光学元件制造的自动化质量控制。
  • 批准号:
    10029924
  • 财政年份:
    2022
  • 资助金额:
    --
  • 项目类别:
    Collaborative R&D
Next-Generation Enabling Technologies Towards Precision and Personalized Medicine
实现精准和个性化医疗的下一代支持技术
  • 批准号:
    RGPIN-2020-04434
  • 财政年份:
    2022
  • 资助金额:
    --
  • 项目类别:
    Discovery Grants Program - Individual
PFI-TT: Next-generation hybrid solar cells enabling lower cost, safe, and environmentally friendly floating photovoltaic installations
PFI-TT:下一代混合太阳能电池可实现成本更低、安全且环保的浮动光伏装置
  • 批准号:
    2141122
  • 财政年份:
    2022
  • 资助金额:
    --
  • 项目类别:
    Standard Grant
Vehicular Clouds: Enabling Next Generation Connected and Autonomous in-Vehicles Experiences
车载云:实现下一代互联和自主车内体验
  • 批准号:
    RGPIN-2019-06873
  • 财政年份:
    2022
  • 资助金额:
    --
  • 项目类别:
    Discovery Grants Program - Individual
{{ showInfoDetail.title }}

作者:{{ showInfoDetail.author }}

知道了