The True Speed of Cellular IoT

2023-01-08
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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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参考译文
蜂窝物联网的真实速度
目前,LTE有超过20种不同的类别。从2008年发布的最初LTE规范到支持超过300 Mbps数据速率的LTE Advanced新类别。此外,速度超过1gbps的LTE Advanced Pro,以及专为电池供电的物联网设备设计的LTE for机器。在谈论蜂窝物联网时,人们通常指的是LTE Cat- m1 (LTE- m)、LTE Cat NB1 (NB-IoT)和LTE Cat 1。这些技术支持远程、低功耗和低成本的数据传输,是机器类型通信的理想选择。蜂窝物联网用于建筑应用,通常由数万个设备组成,应用程序包括仓库管理、智能街道照明、资产跟踪和微移动。让我们来看看LTE Cat- m1和LTE Cat- 1的实际性能指标,以便您更好地决定在应用程序中使用哪种技术。让我们来测试一下蜂窝物联网的速度。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,它是电池供电的物联网设备的理想选择。使用这种节能LTE类别的代价是速度和延迟的限制。大多数模块支持高达375 kbps的上行链路(UL)和300 kbps的下行链路(DL),其他模块则使用1.4 MHz带宽发送高达1 Mbps的UL和500 kbps的DL数据。这类产品的低功耗功能使LTE Cat-M1成为需要使用电池运行多年的物联网设备的理想选择。LTE Cat 1是最古老的LTE类别之一,于2008年发布,支持使用5mhz带宽的10mbps上行链路(UL)和5mbps下行链路(DL)速度。该技术在速度和延迟方面具有更好的性能,但与LTE Cat-M1相比,它需要更多的功率。与LTE Cat 4相比,这些模块明显更便宜,功耗更低,从而使LTE Cat 1更适合物联网应用。这一LTE标准已经存在了14年,是全球最广泛使用的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版本14中,发布了LTE Cat 1的变体,称为LTE Cat 1 Bis。只使用一个天线,而不是两个集成天线。这在不影响数据速度的情况下减少了模块的BOM。但是,它禁止设备同时发送和接收数据。为了定义不同蜂窝类别的真实速度,SIMCom A7676E (LTE Cat 1)和SIM7000E (LTE Cat- m1)模块通过USB连接到树莓派。除蜂窝连接接口外,所有连接接口都被禁用,并使用speedtest.net进行了几次速度测试。结果:查看蜂窝物联网速度测试结果,它很好地满足了数据表中定义的数据速度。上行链路几乎与规范相同,下行链路稍慢一些。这两种技术的延迟是不同的。使用LTE Cat 1与LTE Cat- m1相比,数据包的往返时间几乎快了50毫秒。结果表明网络质量良好。在网络质量较差的情况下,由于一种称为自适应调制的机制,结果看起来会非常不同。网络接收不好可能是由不同的因素造成的。当发送者和接收者之间的距离增加时,无线电信号就会变得越弱。这使得接收器更难处理信号。当设备靠近基站时,由于建筑物或物体的阻碍或干扰(也称为噪声),它们仍然可能受到网络质量差的影响。当发送太多的无线电信号时,无线电波开始相互干扰,使接收器更难过滤出正确的信息。 当以无线方式发送数据时,比特被转换成无线电波。每个无线电波(被称为一个符号)可以编码特定数量的信息。在网络质量较好的情况下,与网络质量较差的情况相比,每个符号中编码的比特数更多。这是因为较差的网络质量使得接收器很难解码无线电信号。实际上,这意味着蜂窝设备会自动调整数据传输速度。LTE Cat-M1每个符号可以发送2或4位数据。LTE Cat 1可以对每个符号编码2,4或6位。如果有2位,你可以数到4(00、01、10、11),如果有4位,你可以数到16,如果有6位,你可以数到64。这种智能机制允许蜂窝设备自动提高与网络质量相关的性能。
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