The True Speed of Cellular IoT

2023-01-08 21:03:05
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The True Speed of Cellular IoT
Illustration: © IoT For All

Right now, there are over 20 different LTE categories. From the initial LTE specifications released in 2008 to novel categories classified as LTE Advanced which supports data rates of over 300 Mbps. Also, LTE Advanced Pro with speeds of over 1 Gbps, and LTE for Machines designed for battery-powered, IoT devices. When talking about cellular IoT, people often refer to LTE Cat-M1 (LTE-M), LTE Cat NB1 (NB-IoT), and LTE Cat 1. These technologies support long-range, low-power, and low-cost data transfer, which is ideal for machine-type communication. Cellular IoT is used for building applications which are often comprised of tens of thousands of devices, and applications include warehouse management, smart street lighting, asset tracking, and micro-mobility.

Advancement of LTE

Let’s take a look at the real-world performance metrics of LTE Cat-M1 and LTE Cat 1, allowing you to make a better decision on which technology to use in your application. Let’s put the speed of cellular IoT to the test.

'Cellular IoT is used for building applications which are often comprised of tens of thousands of devices, and applications include warehouse management, smart street lighting, asset tracking, and micro-mobility.' -MonogotoClick To Tweet

Two LTE Categories

#1: LTE Cat-M1

LTE Cat-M1 is an LTE standard released in 2016. Designed as a low-power, low-cost wireless technology, it is ideal for battery-powered IoT devices. The tradeoff for using this power-efficient LTE category is the limitation in speed and latency. Most modules support up to 375 kbps uplink (UL) and 300 kbps downlink (DL), and others managed to get their module to send data up to 1 Mbps UL and 500 kbps DL using 1.4 MHz bandwidth. The low-power capabilities of this category make LTE Cat-M1 ideal for IoT devices that need to run on batteries for multiple years.

#2: LTE Cat 1

LTE Cat 1 is one of the oldest LTE categories, released in 2008 supporting 10 Mbps uplink (UL) and 5 Mbps downlink (DL) speed using 5 MHz of bandwidth. This technology has better capabilities in terms of speed and latency, though it requires more power compared to LTE Cat-M1. In comparison to LTE Cat 4, the modules are significantly cheaper and consume less power, thus making LTE Cat 1 more suitable for IoT applications. This LTE standard has been out there for 14 years, and it is one of the most widely available LTE categories globally, ideal for IoT devices that require global connectivity.

In the 3GPP Release 14 which was published in 2017, a variation on LTE Cat 1 was released called LTE Cat 1 Bis. Instead of two integrated antennas, only one antenna is used. This reduces the BOM of the module without compromising on data speeds. However, it disables the device from sending and receiving data at the same time.

Cellular IoT Speed Test

To define the true speed of the different cellular categories, the SIMCom A7676E (LTE Cat 1) and SIM7000E (LTE Cat-M1) modules were connected to a Raspberry Pi over USB. All connectivity interfaces other than the cellular one were disabled and several speed tests were conducted using speedtest.net.

LTE Cat-M1 (SIM7000E)

Results:

TestDownlinkUplinkLatency
10.19 Mbps0.37 Mbps98 ms
20.25 Mbps0.33 Mbps100 ms
30.26 Mbps0.32 Mbps147 ms
40.26 Mbps0.33 Mbps103 ms
50.25 Mbps0.34 Mbps137 ms
Average0.24 Mbps0.34 Mbps117 ms

LTE Cat 1 (A7672E)

Results:

TestDownlinkUplinkLatency
18.92 Mbps4.57 Mbps73 ms
28.71 Mbps4.59 Mbps67 ms
39.02 Mbps4.73 Mbps68 ms
48.02 Mbps4.67 Mbps66 ms
58.90 Mbps4.64 Mbps72 ms
Average8.71 Mbps4.64 Mbps69 ms

Theoretical vs. Practical Speeds

Looking at the cellular IoT speed test results, it meets the data speed defined in the data sheets quite well. The uplinks are almost identical to the specifications, and the downlinks are somewhat slower. The latency of both technologies is different. The roundtrip time of a data packet is almost 50 ms faster using LTE Cat 1 compared to LTE Cat-M1. The results are an indication of good network quality. With poor network quality, the results will look very different due to a mechanism referred to as adaptive modulation.

Adaptive Modulation

Poor network reception can be the result of different factors. When the distance between the sender and receiver increases, the weaker the radio signal becomes. This makes it harder for the receiver to process the signal. When devices are close to the cell tower, they can still suffer from poor network quality due to obstruction of buildings or objects, or interference (also referred to as noise). When too many radio signals are sent, radio waves start interfering with one another, making it harder for the receiver to filter out the right message.

When sending data wirelessly, bits are translated into radio waves. Each radio wave (referred to as a symbol) can encode a specific amount of information. With good network quality, more bits are encoded in each symbol compared to scenarios with the poor network quality. This is because poor network quality makes it difficult for the receiver to decode radio signals. In practice, this means that cellular devices automatically adjust their data speed. LTE Cat-M1 can send either 2 or 4 bits of data per symbol. LTE Cat 1 can encode 2, 4, or 6 bits per symbol. With 2 bits, you can count to 4 (00, 01, 10, 11), with 4 bits you can count to 16, with 6 bits you can count to 64. This smart mechanism allows cellular devices to automatically improve performance in relation to network quality.

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  • Cellular
  • Connectivity
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  • Cellular
  • Connectivity
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参考译文
蜂窝物联网的真实速度
图示:© IoT For All --> 目前,LTE 有超过 20 个不同的类别。从 2008 年首次发布的 LTE 规范,到后来被归类为 LTE Advanced 的新类别,支持最高 300 Mbps 的数据速率。还有 LTE Advanced Pro,其速度可以达到 1 Gbps 以上,并且有专为电池供电的物联网设备设计的 LTE for Machines。当谈到蜂窝物联网(Cellular IoT)时,人们通常会提到 LTE Cat-M1(LTE-M)、LTE Cat NB1(NB-IoT)和 LTE Cat 1。这些技术支持长距离、低功耗和低成本的数据传输,非常适合机器类型通信。蜂窝物联网用于构建通常包含数以万计设备的应用,这些应用包括仓储管理、智能路灯、资产追踪和微型交通等。LTE 技术的发展让我们来实际了解一下 LTE Cat-M1 和 LTE Cat 1 的性能指标,以便在你的应用中做出更明智的技术选择。我们来测试一下蜂窝物联网的速度。“蜂窝物联网用于构建通常包含数以万计设备的应用,这些应用包括仓储管理、智能路灯、资产追踪和微型交通。” — MonogotoClick 推特### 两个 LTE 类别 **#1:LTE Cat-M1** LTE Cat-M1 是 2016 年发布的 LTE 标准。作为一种低功耗、低成本的无线技术,它非常适合电池供电的物联网设备。但使用这种节能型 LTE 类别的代价是速度和延迟受到限制。大多数模块支持最高 375 kbps 上行链路(UL)和 300 kbps 下行链路(DL),有些模块通过使用 1.4 MHz 带宽,甚至能够达到 1 Mbps UL 和 500 kbps DL。该类别的低功耗特性使得 LTE Cat-M1 特别适合需要几年内持续运行于电池供电的物联网设备。**#2:LTE Cat 1** LTE Cat 1 是最古老的 LTE 类别之一,自 2008 年发布以来,使用 5 MHz 带宽,支持 10 Mbps 上行链路(UL)和 5 Mbps 下行链路(DL)的速度。这项技术在速度和延迟方面表现更好,但相比 LTE Cat-M1,它需要更多的功率。与 LTE Cat 4 相比,Cat 1 模块明显更便宜且功耗更低,因此更适合物联网应用。这种 LTE 标准已经存在了 14 年,是全球最广泛可用的 LTE 类别之一,非常适合需要全球连接的物联网设备。在 2017 年发布的 3GPP Release 14 中,推出了一种 LTE Cat 1 的变体,称为 LTE Cat 1 Bis。它不再使用两个集成天线,而是只使用一个。这种设计降低了模块的物料成本(BOM),同时不会影响数据传输速度。但这也意味着设备无法同时发送和接收数据。### 蜂窝物联网速度测试 为了确定不同蜂窝类别的真实速度,将 SIMCom A7676E(LTE Cat 1)和 SIM7000E(LTE Cat-M1)模块通过 USB 连接到 Raspberry Pi 上。禁用除了蜂窝连接以外的所有连接接口,并使用 speedtest.net 进行了多次速度测试。**LTE Cat-M1(SIM7000E)测试结果:** | 测试 | 下载速度 | 上载速度 | 延迟 ||------|-----------|-----------|-------|| 1 | 0.19 Mbps | 0.37 Mbps | 98 ms || 2 | 0.25 Mbps | 0.33 Mbps | 100 ms || 3 | 0.26 Mbps | 0.32 Mbps | 147 ms || 4 | 0.26 Mbps | 0.33 Mbps | 103 ms || 5 | 0.25 Mbps | 0.34 Mbps | 137 ms || 平均 | 0.24 Mbps | 0.34 Mbps | 117 ms |**LTE Cat 1(A7672E)测试结果:** | 测试 | 下载速度 | 上载速度 | 延迟 ||------|-----------|-----------|-------|| 1 | 8.92 Mbps | 4.57 Mbps | 73 ms || 2 | 8.71 Mbps | 4.59 Mbps | 67 ms || 3 | 9.02 Mbps | 4.73 Mbps | 68 ms || 4 | 8.02 Mbps | 4.67 Mbps | 66 ms || 5 | 8.90 Mbps | 4.64 Mbps | 72 ms || 平均 | 8.71 Mbps | 4.64 Mbps | 69 ms |### 理论速度与实际速度 从蜂窝物联网速度测试结果来看,它们基本符合数据手册中定义的数据速率。上行链路几乎与规格一致,而下行链路则稍慢一些。两种技术的延迟不同。使用 LTE Cat 1 时,数据包的往返时间几乎比 LTE Cat-M1 快 50 ms。这些测试结果表明网络质量良好。在糟糕的网络条件下,由于一个称作自适应调制的机制,结果可能会大不相同。**自适应调制** 网络接收差可能由多种因素引起。发送者与接收者之间的距离越远,无线信号越弱,接收方就越难处理信号。即便设备靠近基站,也可能因建筑物或物体的遮挡或干扰(也称噪声)而出现信号差问题。当太多无线信号同时传输时,无线电波之间会相互干扰,使得接收方更难过滤出正确的信息。在无线传输数据时,比特信息被转换为无线电波。每个无线电波(称为符号)可以编码一定数量的信息。在良好网络条件下,每个符号可以编码的比特数比在网络差的条件下更多。这是因为差的网络质量会让接收方难以解码无线电波。实际上,这意味着蜂窝设备会根据网络质量自动调整其数据速度。LTE Cat-M1 每个符号可发送 2 或 4 位数据;LTE Cat 1 可以编码 2、4 或 6 位数据。使用 2 位,可以表示 4 个数字(00、01、10、11);使用 4 位,可以表示 16 个数字;使用 6 位,可以表示 64 个数字。这种智能机制允许蜂窝设备根据网络质量自动优化性能。推文 分享 邮件 蜂窝连接 移动 --> 蜂窝连接 物联网 业务策略 移动
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