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	<title>The Internet of Things &#187; Technology</title>
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		<title>Technology behind the Internet of Things</title>
		<link>http://the-internet-things.com/?p=61</link>
		<comments>http://the-internet-things.com/?p=61#comments</comments>
		<pubDate>Mon, 23 Dec 2013 07:18:12 +0000</pubDate>
		<dc:creator><![CDATA[foehrr]]></dc:creator>
				<category><![CDATA[General Information]]></category>
		<category><![CDATA[Technology]]></category>

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		<description><![CDATA[As the Internet developed, more kinds of (increasingly mobile) computing devices became connected, and Web servers delivered ever-richer content with which they could interact. Although this first Internet/Web revolution changed the world profoundly, the next disruptive development, in which the &#8230; <a href="http://the-internet-things.com/?p=61">Weiterlesen <span class="meta-nav">&#8594;</span></a>]]></description>
				<content:encoded><![CDATA[<p>As the Internet developed, more kinds of (increasingly mobile) computing devices became connected, and Web servers delivered ever-richer content with which they could interact. Although this first Internet/Web revolution changed the world profoundly, the next disruptive development, in which the majority of Internet traffic will be generated by “things” rather than by human-operated computers, has the potential to change it even more.</p>
<p>This “Internet of Things” (IoT), “Machine to Machine” (M2M) communication, is well underway—after all, microprocessors are to be found in all manner of “things”: domestic white goods, cars, credit cards, your passport, your family pet, the CCTV camera in your street, the lift (elevator) in your office, and many more. Add the magic ingredient of Internet connectivity (or the ability to be read by an Internet-connected device), bake with applications and services that make use of the data gathered by this vastly expanded<br />
network, and you’ve cooked up another technology revolution.</p>
<p>Data transfer patterns in the M2M-driven Internet of Things will differ fundamentally from those in the classic “human-to-human” (H2H) Internet. M2M communications will feature orders of magnitude more nodes than H2H, most of which will create low-bandwidth, upload-biased traffic. H2H internet traffic is rather download-biased with high bandwidth. Many M2M applications will need to deliver and process information in real time, or near-real-time, and many nodes will have to be extremely low-power or self-powered (e.g., solar-powered) devices.</p>
<p>The “<strong>things</strong>” in the IoT, or the “machines” in M2M, are physical entities whose identity and state (or the state of whose surroundings) are capable of being relayed to an Internet-connected IT infrastructure. Almost anything to which you can attach a sensor—a cow in a field, a container on a cargo vessel, the air-conditioning unit in your office, a lamppost in the street—can become a node in the Internet of Things.</p>
<p><strong>Sensors</strong> are the components of “things” that gather and/or disseminate data—be it on location, altitude, velocity, temperature, illumination, motion, power, humidity, blood sugar, air quality, soil moisture&#8230; you name it. These devices are rarely computers, as we generally understand them, although they may contain many or all of the same elements (processor, memory, storage, inputs and outputs, OS, software). The key point is<br />
that they are increasingly cheap and plentiful and can communicate, either directly<br />
with the Internet or with Internet-connected devices.</p>
<p><strong>Local communication</strong>: All IoT sensors require some means of relaying data to the outside world. There’s a plethora of short-range, or local area, wireless technologies available, including: RFID, NFC, Wi-Fi, Bluetooth (including Bluetooth Low Energy), XBee, Zigbee, Z-Wave, commodity remote control and sensing communication and Wireless M-Bus. There’s no shortage of wired links either, including Ethernet, HomePlug, HomePNA, HomeGrid/G.hn, and LonWorks.</p>
<p>For <strong>long range</strong>, or wide-area, links, there are existing mobile networks (using GSM, GPRS, 3G, LTE, or WiMAX for example) and satellite connections. New wireless networks, such as the ultra-narrowband SIGFOX and the TV white-space Zero-G, are also emerging to cater specifically to M2M connectivity. Fixed “things” in convenient locations could use wired Ethernet or phone lines for wide-area connections. Some modular sensor platforms, can be configured with multiple local- and wide-area connectivity options (ZigBee, Wi-Fi, Bluetooth, GSM/GPRS, RFID/NFC, GPS, Ethernet). Along with the ability to connect many kinds of sensors, this allows devices to be configured for a range of vertical markets.</p>
<p>Some types of M2M installations, such as a smart home or office, will use a local<br />
<strong>server</strong> to collect and analyse data—both in real time and episodically—from assets on<br />
the local area network. These on-premise servers or simpler gateways will usually also connect to cloud-based storage and services.</p>
<p>“Things” with <strong>short-range sensors</strong> will often be located in a restricted area but not permanently connected to a local area network (RFID-tagged livestock on a farm<br />
or credit-card-toting shoppers in a mall, for example). In this case, local scanning<br />
devices will be required to extract data and transmit it onward for processing.</p>
<p>If you think today’s Internet generates a lot of data, the Internet of Things will be another matter entirely. That will require massive, scalable <strong>storage</strong> and processing capacity, which will almost invariably reside in the cloud—except for specific localised or security-sensitive cases. Service providers will obviously have access here, not only to curate the data and tweak the analytics, but also for line-of-business processes, such as customer relations, billing, technical support, and so on.</p>
<p>Subsets of the data and analyses from the IoT will be available to <strong>users</strong> or subscribers, presented via easily accessible and navigable interfaces on a full spectrum of secure client devices. M2M and the Internet of Things has huge potential, but currently comprises a heterogeneous collection of established and emerging, often competing, technologies and standards (although moves are afoot here). This is because the concept applies to, and has grown from, a wide range of market sectors.</p>
<p>(from &#8220;The tech behind M2M and the Internet of Things&#8221; by Charles McLellan in &#8220;The Executive&#8217;s Guide to the Internet of Things&#8221; Tech Republic, ZDNet, 2013)</p>
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		<item>
		<title>electric imp</title>
		<link>http://the-internet-things.com/?p=44</link>
		<comments>http://the-internet-things.com/?p=44#comments</comments>
		<pubDate>Thu, 19 Dec 2013 14:52:19 +0000</pubDate>
		<dc:creator><![CDATA[foehrr]]></dc:creator>
				<category><![CDATA[electric imp]]></category>
		<category><![CDATA[Technology]]></category>
		<category><![CDATA[Vendor]]></category>

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		<description><![CDATA[Electric Imp have built and is still building a core connectivity platform within the Internet of Things through an innovative solution that delivers a powerful cloud service tied closely to leading-edge hardware, making it simple to connect devices to the &#8230; <a href="http://the-internet-things.com/?p=44">Weiterlesen <span class="meta-nav">&#8594;</span></a>]]></description>
				<content:encoded><![CDATA[<p>Electric Imp have built and is still building a core connectivity platform within the Internet of Things through an innovative solution that delivers a powerful cloud service tied closely to leading-edge hardware, making it simple to connect devices to the Internet. Their unique WiFi-enabled solution dramatically decreases cost and time-to-market and is reliable and secure, empowering manufacturers and developers to manage and quickly scale their connected products and services to millions of users.</p>
<p><a title="www.electricimp.com" href="http://www.electricimp.com" target="_blank">www.electricimp.com</a></p>
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		<title>The Internet Connection</title>
		<link>http://the-internet-things.com/?p=30</link>
		<comments>http://the-internet-things.com/?p=30#comments</comments>
		<pubDate>Thu, 19 Dec 2013 11:18:59 +0000</pubDate>
		<dc:creator><![CDATA[foehrr]]></dc:creator>
				<category><![CDATA[Cloud Services]]></category>
		<category><![CDATA[Communication]]></category>
		<category><![CDATA[Hardware]]></category>
		<category><![CDATA[Software]]></category>
		<category><![CDATA[Technology]]></category>

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		<description><![CDATA[While the local wireless communication in the house is already solved since many years (see above), the internet connection leaves some challenges. Device manufacturers lack the expertise to solve the connectivity puzzle. Core Requirements of a Connected Product It all &#8230; <a href="http://the-internet-things.com/?p=30">Weiterlesen <span class="meta-nav">&#8594;</span></a>]]></description>
				<content:encoded><![CDATA[<p>While the local wireless communication in the house is already solved since many years (see above), the internet connection leaves some challenges. Device manufacturers lack the expertise to solve the connectivity puzzle.</p>
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" width="590" height="218" /></p>
<p>Core Requirements of a Connected Product<b> </b></p>
<p>It all starts with the choice of the wireless chip, studying the networking protocols, defining a hardware design, programming the processor, solve security and approval issues . Then the servers have to be setup, software has to be released and managed, network firmware defined and finally everything prepared for the end user. This is a 1 to 2 or even more years exercise. Time-to-market today in consumer electronic of more than 1 year is suicide.</p>
<p>The hardware manufacturers have a lack of the necessary domain expertise and fear the challenge to work with prototype or experimental solutions. But this approach is also in high cost and need of resources. Hardware manufacturers have to invest largely and prepare themselves for ongoing operational support. Iterations on solutions are difficult because of the development cycles and so the best consumer value gets lost. Last but not least security and privacy is hard to identify for hardware manufacturers. Especially with the cultural and political differences between Europe, where the technology shall be used, and Asia, where it is manufactured, are big in these terms. But even in Europe it will be difficult to identify the tipping point between usefulness and invasiveness.</p>
]]></content:encoded>
			<wfw:commentRss>http://the-internet-things.com/?feed=rss2&#038;p=30</wfw:commentRss>
		<slash:comments>0</slash:comments>
		</item>
		<item>
		<title>Software Compatibility</title>
		<link>http://the-internet-things.com/?p=20</link>
		<comments>http://the-internet-things.com/?p=20#comments</comments>
		<pubDate>Thu, 19 Dec 2013 10:11:41 +0000</pubDate>
		<dc:creator><![CDATA[foehrr]]></dc:creator>
				<category><![CDATA[Software]]></category>
		<category><![CDATA[Technology]]></category>

		<guid isPermaLink="false">http://the-internet-things.com/?p=20</guid>
		<description><![CDATA[Home automation and security devices are not standardized on the software level. Their functions for the users are well described (everybody has a certain expectation what a door sensor or switchable plug does)  but how the signals are processed is &#8230; <a href="http://the-internet-things.com/?p=20">Weiterlesen <span class="meta-nav">&#8594;</span></a>]]></description>
				<content:encoded><![CDATA[<p>Home automation and security devices are not standardized on the software level. Their functions for the users are well described (everybody has a certain expectation what a door sensor or switchable plug does)  but how the signals are processed is proprietary to every manufacturer. If a brand wants to offer a solution that works across the different sensors and switches, they have to come to their own standards and force the suppliers to match these standards.</p>
<p>The devices (sensors and switches) provide in principle very simple data compared to a camera: on/off, open/close, smoke/no smoke, motion detected or not for the lowest level and a single value for dimming the light or reading a temperature. Data also comes in a much lower frequency than from a camera: 1 bit per minute (or less) compared with 1 MBit per second.</p>
<p>The devices deliver or receive this small amount of data through a proprietary wireless channel that will be connected to a gateway. It’s not the device that has to be changed for a standardized approach, it’s sufficient if the gateway communicates with a number of devices, understands their protocol and translates it into a standard format. Software on the cloud server can deal with the standardized data format without adapting to manufacturer’s specialties. All hardware and manufacturer dependent information is kept in the firmware of the gateway.</p>
]]></content:encoded>
			<wfw:commentRss>http://the-internet-things.com/?feed=rss2&#038;p=20</wfw:commentRss>
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		</item>
		<item>
		<title>Cloud Server Operation</title>
		<link>http://the-internet-things.com/?p=18</link>
		<comments>http://the-internet-things.com/?p=18#comments</comments>
		<pubDate>Thu, 19 Dec 2013 10:09:36 +0000</pubDate>
		<dc:creator><![CDATA[foehrr]]></dc:creator>
				<category><![CDATA[Cloud Services]]></category>
		<category><![CDATA[Technology]]></category>

		<guid isPermaLink="false">http://the-internet-things.com/?p=18</guid>
		<description><![CDATA[Every gateway manufacturer has to think about a cloud server solution. Although it is not too difficult for IT professionals to set-up such a server either in the company’s server room or on a rented server, the total cost of &#8230; <a href="http://the-internet-things.com/?p=18">Weiterlesen <span class="meta-nav">&#8594;</span></a>]]></description>
				<content:encoded><![CDATA[<p>Every gateway manufacturer has to think about a cloud server solution. Although it is not too difficult for IT professionals to set-up such a server either in the company’s server room or on a rented server, the total cost of this server installation is quite significant. With home automation and security applications in mind no customer will accept downtimes. Therefore server operation has to be 24 hours each 7 days a week, which leads to 4 shifts of operating personnel. Even in low-salary countries the annual cost for wages and server will easily reach USD 60,000. In Europe it’s rather USD 100,000 per year or more. This cost is only justified, if there are enough users to share the cost. 10,000 users would have to pay each at least USD 10 per year, which will be difficult to explain to customers today.</p>
<p>That means that server functions need to be outsourced to companies that serve more users and can come to better rates. A target is USD 1 per year.</p>
<p>It also makes clear, that the server operation should not stay in the responsibility of the hardware manufacturers. If a brand doesn’t want to depend on one hardware manufacturer only, each hardware manufacturer would offer his own solution. That means a higher risk of failure and also higher cost. Even if the hardware manufacturer doesn’t charge directly for the cost, they will either develop on his side and he has to charge higher prices for his products or they will run risks while operating their servers.</p>
]]></content:encoded>
			<wfw:commentRss>http://the-internet-things.com/?feed=rss2&#038;p=18</wfw:commentRss>
		<slash:comments>0</slash:comments>
		</item>
		<item>
		<title>Addressing devices</title>
		<link>http://the-internet-things.com/?p=15</link>
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		<pubDate>Thu, 19 Dec 2013 10:07:04 +0000</pubDate>
		<dc:creator><![CDATA[foehrr]]></dc:creator>
				<category><![CDATA[Communication]]></category>
		<category><![CDATA[Technology]]></category>

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		<description><![CDATA[For internet access, sensors and controls have to either be directly connected to an internet node (e.g. by Wifi) or a gateway gathers local data and makes them available for the internet. The gateway is inside a local network and &#8230; <a href="http://the-internet-things.com/?p=15">Weiterlesen <span class="meta-nav">&#8594;</span></a>]]></description>
				<content:encoded><![CDATA[<p>For internet access, sensors and controls have to either be directly connected to an internet node (e.g. by Wifi) or a gateway gathers local data and makes them available for the internet. The gateway is inside a local network and cannot easily be reached from outside. As long as IPv4 addresses dominate the market, households have no static IP address but are serviced through by system of changing IP addresses. With that it is difficult to address hardware inside the network from outside. There are DDNS servers available which offer a dynamic name association with servers inside the local network. The set-up of such services will typically not be executed by consumers.</p>
<p>With IPv6 addresses this will change, since every device in internet can get its individual address and with that can be reached from everywhere. Although it is technically feasible today it will still take 5 to 10 years, before IPv6 becomes the standard addressing scheme.</p>
<p>Before that is solved, connections to devices inside a local network have to be made by cloud server, where both, the device and the human or other machine interfaces have to register first, before they are connected by the server.</p>
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		<title>Wireless technologies and cost aspects</title>
		<link>http://the-internet-things.com/?p=12</link>
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		<pubDate>Thu, 19 Dec 2013 10:04:31 +0000</pubDate>
		<dc:creator><![CDATA[foehrr]]></dc:creator>
				<category><![CDATA[Communication]]></category>
		<category><![CDATA[Technology]]></category>

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		<description><![CDATA[In order to let the users do the installation of home automation and security devices themselves it is important that these devices are wireless. At the same time sensors and controls should be accessible through internet, so that smartphones and &#8230; <a href="http://the-internet-things.com/?p=12">Weiterlesen <span class="meta-nav">&#8594;</span></a>]]></description>
				<content:encoded><![CDATA[<p>In order to let the users do the installation of home automation and security devices themselves it is important that these devices are wireless. At the same time sensors and controls should be accessible through internet, so that smartphones and PC are able to connect with independent where they are.</p>
<p>The current technologies for wireless communication include</p>
<p>-       Infrared (as for remote controls)</p>
<p>-       Radio frequency communication in the free ISM bands (in Europe 433MHz, 868MHz, 2,4GHz) with standard (such as Z-Wave, Enocean or Zigbee) or vendor proprietary protocols</p>
<p>-       Bluetooth (especially version 4.0 low energy, BLE)</p>
<p>-       Wifi according IEC 802.11bgn… (as we use it for our numerous IT applications)</p>
<p>-       Radio frequency communication in TV white space (“Weightless”, 400 to 800 MHz)</p>
<p>-       Cell phone communication according to GSM or CDMA standard</p>
<p>To connect to internet each of these technologies need to use a gateway to the cable bound copper or fiber optic internet grid. Some of these gateways are in the same house where the sensors and controls are (ISM, Wifi), some are part of the network infrastructure outside of the house (Cell phone, Weightless).</p>
<p>The current markets for remote sensors and controls concentrate on a local (10m to 300m range) connection. An alarm system can connect a number of devices to a base station. The base station has the user interface for arming/disarming, status display and alarm functions. A remote controlled power plug can be reached by a handheld battery operated hand set. That means that there exists already a mature supplier market for most of the remote controlled functions. That is good news, since the time to market is extremely shortened if you can already access a whole portfolio of products that can connect to the real world.</p>
<p>Another important aspect is the cost per intelligent device. Intelligence is typically defined by a micro controller unit (MCU), a micro computer with peripheral functions such as analog or digital input or output signals, and a wireless communication interface. The cost of this functionality heavily depends on the technology. The table below gives an indication of today’s and next year’s cost of each node:</p>
<table width="584" border="1" cellspacing="0" cellpadding="0">
<tbody>
<tr>
<td valign="top" width="205">Technology</td>
<td valign="top" width="107">Node cost 2013 in USD</td>
<td valign="top" width="104">Node cost 2014 in USD</td>
</tr>
<tr>
<td valign="top" width="205">Infrared</td>
<td valign="top" width="107">0.80</td>
<td valign="top" width="104">0.80</td>
</tr>
<tr>
<td valign="top" width="205">RF 433 MHz</td>
<td valign="top" width="107">1.50</td>
<td valign="top" width="104">1.50</td>
</tr>
<tr>
<td valign="top" width="205">RF 868 MHz</td>
<td valign="top" width="107">2.50</td>
<td valign="top" width="104">2.20</td>
</tr>
<tr>
<td valign="top" width="205">Z-Wave</td>
<td valign="top" width="107">6.50</td>
<td valign="top" width="104">6.00</td>
</tr>
<tr>
<td valign="top" width="205">Zigbee</td>
<td valign="top" width="107">5.00</td>
<td valign="top" width="104">4.00</td>
</tr>
<tr>
<td valign="top" width="205">Bluetooth</td>
<td valign="top" width="107">3.00</td>
<td valign="top" width="104">2.00</td>
</tr>
<tr>
<td valign="top" width="205">Wifi</td>
<td valign="top" width="107">15.00</td>
<td valign="top" width="104">10.00</td>
</tr>
<tr>
<td valign="top" width="205">GSM</td>
<td valign="top" width="107">12.00</td>
<td valign="top" width="104">11.00</td>
</tr>
</tbody>
</table>
<p>Comparison of node cost of different technogies</p>
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