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Designing sustainable rural wireless networks for developing regions.

机译:为发展中地区设计可持续的农村无线网络。

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摘要

We design, implement and deploy a rural telemedicine network, connecting several villages to the Aravind Eye Hospitals in India, enabling over 100,000 (and counting) remote eye examinations, via high-quality video-conferencing between doctors and remote rural patients who otherwise had no access to any health care services. Of these, close to 20,000 patients have received their sight back, only due to early diagnoses enabled by our network. This dissertation describes the technologies we have created across several layers that enable new options for rural connectivity, more viable than the current state of the art.;Long-distance point-to-point links, up to hundreds of kilometers long, are best suited to introduce connectivity into rural geographies, typically characterized by sparsely-spread clusters of lower-income users. Compared to fiber, cellular, satellite and WiMAX technologies, WiFi offers more exciting possibilities as it is very inexpensive, offers operational freedom due to its use of unlicensed frequencies, and is less complex to deploy and manage by rural organizations. However, WiFi performs very poorly in long-distance settings due to low channel utilization, intra-link packet collisions, inter-link interference at relay nodes, and assymetrically lossy channels. In addition, managing systems in rural areas is very challenging due to frequent failures resulting from poor-quality power, operator errors by inexperienced staff, and few possibilities for remote management. Taken together, these challenges prevent financial and operational sustainability, a critical goal rural networks need to achieve to scale beyond small pilot deployments, in order to have any real impact at all.;We treat sustainability as a critical systems design goal and take an end-to-end systems perspective by asking the question: How can we design and build financially and operationally sustainable WiFi networks that provide high-throughput in long-distance settings, in the face of lossy environments, and in the presence of sytemic link or node failures?.;At the network layer, we design and implement WiLDNet, a new TDMA-based MAC-layer that increases link utilization, eliminates most packet collisions in single- and multi-hop settings, and combines FEC and ARQ for link-level loss recovery. Compared to the standard WiFi MAC, WiLDMAC enables 2-5 fold improvements in UDP and TCP throughputs. At the management layer, we build a range of tools for system-monitoring over intermittent links, backchannels for fault diagnosis, and mechanisms for hardware and software failure recovery. At the lowest layer, after careful investigation of the effects of poor-quality grid power, we build low-cost solutions that make wireless nodes more resistant to power-related damage. We also build off-grid power solutions that can extend the life of battery backups, further reducing costs and enabling connectivity in remote areas.;These solutions, across all layers, have enabled financial and operational sustainability of the Aravind telemedicine network, resulting in both scaling and replication of our work. Aravind is scaling our network to connect to 50 villages, targeting general access to eye care services for 2.5 million people and 500,000 remote eye examinations annually. Other groups such as the Lumbini Eye Institute, the Pakistan Institute for Community Ophthalmology and Inveneo are using our work to replicate similar networks in Nepal, Pakistan and Uganda respectively.
机译:我们设计,实施和部署了农村远程医疗网络,该网络将多个村庄连接到印度的Aravind眼科医院,并通过医生与偏远农村患者之间的高质量视频会议实现了100,000多次(并计数在内)远程眼科检查,否则, italic>无法访问任何医疗服务。其中,仅由于我们的网络启用了早期诊断,近20,000名患者就已经恢复了视力。本文介绍了我们跨多个层创建的技术,这些技术为农村连接提供了新的选择,比当前的现有技术更可行。长距离的点对点链接长达数百公里,最适合将连接性引入农村地区,通常以低收入用户群分布稀疏为特征。与光纤,蜂窝,卫星和WiMAX技术相比,WiFi提供了更多令人兴奋的可能性,因为它非常便宜,由于使用了未经许可的频率而提供了操作自由,并且由农村组织进行部署和管理的复杂性降低了。但是,由于低信道利用率,链路内数据包冲突,中继节点上的链路间干扰以及非对称损耗信道,WiFi在长距离设置中的性能非常差。此外,由于电源质量低下,由于经验不足的人员造成的操作员失误以及远程管理的可能性很小,农村地区的系统管理非常具有挑战性。综上所述,这些挑战阻碍了财务和运营的可持续性,这是农村网络需要实现的一个关键目标,即要扩展到规模不超过小型试点部署,从而根本不产生任何实际影响。;我们将可持续性视为关键系统设计目标,并最终结束到终端系统的角度,提出以下问题:我们如何设计和构建在财务和运营上可持续的WiFi网络,这些网络可在有损环境和系统存在的情况下在长距离设置中提供高吞吐量链路或节点故障?多跳设置,并结合了FEC和ARQ进行链路级丢失恢复。与标准WiFi MAC相比,WiLDMAC可将UDP和TCP吞吐量提高2-5倍。在管理层,我们构建了一系列工具,用于对间歇性链接进行系统监视,用于故障诊断的反向通道以及用于硬件和软件故障恢复的机制。在最低层,在仔细研究了劣质电网电源的影响之后,我们构建了低成本解决方案,使无线节点更能抵抗与电源相关的损坏。我们还构建了离网电源解决方案,可以延长备用电池的使用寿命,进一步降低成本并实现偏远地区的连接。这些解决方案在所有层面上都实现了Aravind远程医疗网络的财务和运营可持续性,从而实现了我们的工作的缩放 replication 。 Aravind正在扩展我们的网络,以连接到50个村庄,目标是每年为250万人提供全面的眼保健服务,并进行50万次远程眼科检查。蓝毗尼眼科研究所,巴基斯坦社区眼科研究所和Inveneo等其他组织正在利用我们的工作分别在尼泊尔,巴基斯坦和乌干达复制类似的网络。

著录项

  • 作者

    Surana, Sonesh.;

  • 作者单位

    University of California, Berkeley.;

  • 授予单位 University of California, Berkeley.;
  • 学科 Computer Science.
  • 学位 Ph.D.
  • 年度 2009
  • 页码 233 p.
  • 总页数 233
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

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