Massive IoT and 5G: What’s Next for Large-Scale Cellular IoT

2022-09-17
关注

Massive IoT vs. Critical IoT

The Internet of Things (IoT) is leveraging the digital transformation power of improving LTE IoT and developing 5G networks. LTE IoT and 5G enable fast, cost-effective connections and high flexibility from well-established standards for options, such as:  

  • Low rate and low power 
  • High speed and low latency  

As the industry progresses, experts believe that most use cases will fall into one of two categories: critical IoT and massive IoT. 

Critical IoT applications are those that require low latency and ultrahigh reliability. Bandwidth-hungry and fault-sensitive use cases include anything requiring a constant data-rich connection to function, such as:  

  • Telemedicine
  • First responders
  • Factory automation

As the name suggests, scale rather than speed drives massive IoT. IoT deployments can include anywhere from hundreds to billions of connected devices. These applications’ primary goal is to transmit and consume small data amounts from many devices efficiently. 

IoT verticals that might fall under the “massive” designation include:  

  • Connected wearables
  • Connected cars  
  • Smart homes  
  • Smart cities  
  • Industrial IoT  

The transition to massive IoT, according to IndustryARC, could reach $121.4 billion by 2026, growing at a compound annual growth rate (CAGR) of 7.1% from 2021 to 2026. The accelerating demand for large-scale automation and machine intelligence drives this growth. As IoT networks become massive, so will the technical challenges of building and maintaining them with components that are:  

  • Scalable  
  • Secure  
  • Low cost  
  • Low power  
  • Low latency

IoT Connectivity: From LPWANs to 5G

Massive IoT applications are a natural fit for cellular low-power wide-area networks (LPWANs). These cellular networks match the requirements of a massive IoT deployment. They can be built on advanced LTE technologies like LTE-M and narrowband IoT (NB-IoT).  

LTE-M and NB-IoT utilize narrower bandwidths optimized for low throughput applications. Low data flows, which 2G and 3G have carried for a long time, are witnessing massive migration to 4G and 5G as these older standards sunset worldwide. Massive IoT over cellular networks will only further develop as LTE-M and NB-IoT enhance with every new 5G release. 

As connected device numbers increase, LTE-Advanced (LTE-A), LTE-A Pro and 5G promise to meet massive IoT and mobile broadband demands. Cellular LPWANs built in concert with emerging 5G technology delivers options from high-speed and low-latency to energy-efficient solutions. They use cell technology that handles high connection density better.   

5G can operate at its highest bandwidths when utilizing millimeter Wave (mmWave) between 24 and 100 GHz. It will favor this spectrum for high-speed hot zones, leaving massive IoT to grow unencumbered in the frequency spectrum’s lower end. 

Organizations are directing 5G investments toward edge computing, advanced analytics and AI to scale up to IoT networks with the infrastructure to connect:  

  • Autonomous vehicles  
  • Smart buildings  
  • Smart cities  
  • Industrial internet (or Industry 4.0)  

Infrastructure investment in the billions will create revolutionary wireless technologies in the private and public sectors. 

The Challenges of Massive IoT

Several massive IoT challenges must be met on the way to full 5G. Advanced LTE networks must be equipped with enhanced capabilities to handle increasing data traffic as millions more mobile and IoT devices come online.  

Another significant challenge is meeting concerns over data security. As David Roe writes at CMS Wire, “Security will take precedence over innovation if confidence in IoT is to grow and severe security issues are to be avoided.” The industry will see more aggressive attacks as bad actors test growing IoT networks’ vulnerabilities. Data security will become a competitive differentiator for customers looking to invest in IoT solutions. 

AI, machine learning and edge computing will play significant roles in massive IoT security design, as will stronger authentication methods. Companies investing in massive IoT must firm up security protocols in advance of 5G cellular connectivity. Enhancing security will maintain consumer confidence and prevent unauthorized access.  

Massive IoT promises new developments in connectivity for all sorts of devices worldwide. However, it will also strain network reliability and security. As more use cases arise, so will more opportunities for invasion of privacy, physical harm and data theft. 


Editor’s Note: This blog was originally published on 21 September 2020 and has since been updated. 

参考译文
大规模物联网和5G:大规模蜂窝物联网的下一步是什么
物联网(IoT)正在利用改善LTE物联网和发展5G网络的数字转型力量。随着行业的发展,专家认为大多数用例将分为两类:关键物联网和大规模物联网。关键物联网应用是那些要求低延迟和超高可靠性的应用。急需带宽和故障敏感的用例包括任何需要持续的数据丰富的连接来运行的情况,如:顾名思义,驱动大规模物联网的是规模而不是速度。物联网部署可以包括从数千亿到数十亿的连接设备。这些应用程序的主要目标是有效地传输和使用来自多个设备的小数据量。根据IndustryARC的数据,到2026年,向大规模物联网的转型可能达到1214亿美元,从2021年到2026年的复合年增长率(CAGR)为7.1%。对大规模自动化和机器智能的加速需求推动了这种增长。随着物联网网络变得越来越庞大,使用以下组件构建和维护它们的技术挑战也将越来越大:大规模物联网应用程序自然适合蜂窝低功耗广域网络(LPWANs)。这些蜂窝网络符合大规模物联网部署的需求。它们可以建立在 先进的LTE技术 ,如LTE- m和窄带物联网(NB-IoT)。LTE-M和NB-IoT利用为低吞吐量应用优化的更窄带宽。2G和3G长期以来承载的低数据流正在大规模迁移到4G和5G,因为这些旧的标准在全球范围内逐渐失效。随着LTE-M和NB-IoT随着每一个新的5G版本的发布而增强,蜂窝网络上的大规模物联网只会进一步发展。随着连接设备数量的增加,LTE-Advanced (LTE-A)、LTE-A Pro和5G有望满足大量物联网和移动宽带需求。与新兴的5G技术相一致的蜂窝lpwan提供了从高速、低延迟到节能解决方案的多种选择。他们使用蜂窝技术,可以更好地处理高连接密度。5G可以利用24 ~ 100 GHz的毫米波(mmWave),以最高带宽运行。它将倾向于高速热点区域的这个频谱,让大量物联网在频谱的低端不受阻碍地增长。各组织正将5G投资引向边缘计算、高级分析和人工智能,以扩大物联网网络和连接的基础设施:数十亿美元的基础设施投资将在私营和公共部门创造革命性的无线技术。在全面实现5G的过程中,必须应对几项巨大的物联网挑战。随着数以百万计的移动和物联网设备上线,先进的LTE网络必须配备增强的能力,以处理日益增长的数据流量。另一个重大挑战是满足人们对数据安全的担忧。正如 大卫·罗伊在CMS Wire上所写的,“如果要增加人们对物联网的信心,避免严重的安全问题,安全将优先于创新。”随着不良行为者测试物联网网络日益增长的漏洞,该行业将看到更激进的攻击。对于希望投资物联网解决方案的客户来说,数据安全将成为一个具有竞争力的差异化因素。人工智能、机器学习和边缘计算将在大规模物联网安全设计中发挥重要作用,更强大的认证方法也将发挥重要作用。投资大规模物联网的公司必须 在5G蜂窝连接之前加强安全协议。加强安全将维护消费者的信心,防止未经授权的访问。 大规模物联网为全球各种设备的连接带来了新的发展。但同时也会给网络的可靠性和安全性带来压力。随着更多用例的出现,侵犯隐私、身体伤害和数据盗窃的机会也会越来越多。编者注:本博客最初发布于2020年9月21日,并已更新。
  • 5G
  • 通信
  • 5g网络
  • 蜂窝网络
  • 蜂窝数据
  • en
  • nb-iot
您觉得本篇内容如何
评分

评论

您需要登录才可以回复|注册

提交评论

提取码
复制提取码
点击跳转至百度网盘