What’s the Embedded Systems AI Story?

NARENDER YADAV | February 11, 2019

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Artificial Intelligence, or AI as we popularly know it, has stepped out of the science fiction movies and has become a part of our everyday lives. AI tech is now powering almost everything…from our smartphones to our retail and banking experiences. With the world becoming increasingly software-defined, and with the focus on highly intuitive and contextual experiences increasing, AI becomes a critical technology to adopt. And the software development world has been listening.

Spotlight

FirstWatch

FirstWatch is a web based, real-time data analysis and Dashboard software system which allows authorized users to drill-down into Charts, Graphs and Maps featuring detailed statistical trends, patterns and geographic clusters of incident information, all based on user-defined criteria. FirstWatch is used everyday for Situational Awareness, Homeland Security, Public Health Surveillance, as well as for Operational and Performance monitoring / quality improvement for Public Safety (911, EMS, Fire & Law Enforcement) teams.

OTHER ARTICLES

Building a Cold Chain Management IoT Solution

Article | February 27, 2020

Artificial intelligence (AI) has existed in the public consciousness for decades. The (mostly) sentient machines playing the villains in Hollywood movies have never been realistic depictions of the technology, but they have left an impression, nonetheless. AI has proved as exciting to the layman as it is to the expert. Usually based in remote data centers, AI is capable of collecting and examining immense volumes of data, generating insights based on analytical algorithms. With varying degrees of autonomy, these capabilities have been put to use streamlining decision-making processes. While AI is often thought of as a product in its own right, it is increasingly intersecting with other parallel trends. Chief among these is the Internet of things (IoT), which enables previously isolated machines to “talk” to one another and, at the same time, generate data that makes new modes of operation a possibility.

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The Importance of IoT Platforms Through the Eyes of an MVNO

Article | March 16, 2020

IoT has a massive scope and too many requirements that can leave even the best of telecom operators clueless. With exalted predictions in the near future (some estimate that IoT devices will cross the 40 billion mark by 2025), the pressure on IoT service providers is immense. There is a need to automate the management of connected devices and sensors, which is why a comprehensive IoT platform has become the need of the hour. Every single one of these platforms plays a huge role in the overall functioning of sensors and devices that form the entire IoT universe. An IoT platform serves as a middleware that connects devices/sensors. It contains an assortment of functions such as controllers and sensors, a communication network, a gateway device, translating and data analysis software along with end application services. IoT platforms are equipped to handle vast quantities of data, applications, subscribers, websites, sensors and devices, and at the same time triggers actions according to the input, in real-time.

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How 5G Will Unlock Unseen Opportunities in Industrial IoT

Article | April 27, 2020

Manufacturing industry or the Industrial Internet of Things has been one of the driving verticals for development of 5G technologies. Wide 5G deployement for Industrial IoT has long been in the pipeline but we might expect it to be a reality very soon. The true success of 5G depends on the verticals as trends suggest that that Industrial IoT alone will triple the number of needed base stations globally. And many verticals will need efficient wireless connectivity to become successful. 5G has features that are specifically designed to address the needs of vertical sectors, such as network slicing and URLLC. The ultra-reliable low latency communications and massive machine type communications required by the IIoT will soon be realized. Table of Contents: How Will 5G Impact Industrial IoT? 5G Accelerations for IIoT Industrial 5G How Will 5G Benefit Industrial IoT? IoT is a B2B application and users just want to get actionable data from their sensors and not worry about whether it’s old data or unreliable data. I think 5G changes this dynamic significantly over the long term by standardizing and simplifying the experience and interactions, and possibly engaging more of the industry to help solve IoT’s problems but also improve the total experience. - Anshel Sag, analyst at Moor Insights & Strategy • Data-Transfer Speeds Any IoT is said to be commercially successful depending on how fast it can set up communications with other IoT devices, software based websites or applications, phones, and tablets. 5G promises exactly all of this with significant increase in transfer speeds. 5G is 10x faster than its LTE counterparts and allows IoT devices to communicate and share data faster than ever. All IoT devices will benefit from the faster speed of 5G with reduced lag and improved sending and receiving of data and notifications between connected devices. • Greater Network Reliability 5G networks also offer more reliable and stable connection which is extremely important for any IoT including devices like locks, security cameras and monitoring systems that depend on real-time updates. With reliable connectivity consumers will be the greater beneficiary. It is however, imperative for manufactures to trust and invest in 5G compatible devices to reap the benefits of high-speed connectivity, very low latency, and a greater coverage that will arrive with the next generation network. READ MORE:How Will the Emergence of 5G Affect Federated Learning? 5G Accelerations for IIoT • Diversity in Industrial IoT The opportunities that industrial IoT bring with is varied and its used cases span the spectrum from indoor to outdoor, less demanding to mission-critical, data rate from dozens of bps to gbps, device motion from fixed to mobility, and power source from button battery to high voltage. Predictive maintenance, smart metering, asset tracking, and fleet management are some of the commonly known opportunities for IIoT, which be extended further by 5G through continued diversity and expansion. • 5G Inspires Untapped Frontiers Industrial IoT application areas such as mobile robot control in production automation and autonomous vehicles in open pit mining require wide mobility, low latency and mission-critical reliability. They rely on wireless access at 50ms to 1ms latency and service reliability from 5 nines to 6 nines. Though 4G/LTE has attempted to address these areas of IIoT application it has failed due to unsatisfactory performance. With ultra-reliable and low latency connection, 5G will take industrial IoT to unconquered spaces. • Managing the Enterprise 5G Network Typically, enterprise IT is responding to the business demand from Operational Technology (OT) and mandates security, integration, visibility, control, and compatibility. In this scenario, 5G is not about “what,” but about “how”. IT needs to consider the right approach to bring 5G to the enterprise and decide whether to co-manage with the service provider (SP) or self-manage. The experience of IT in managing Industrial Ethernet and Wi-Fi may not hold when it comes to 5G. IT will likely require OT’s partnership to address complexity, security, integration, and other new challenges that 5G presents. Industrial 5G The potential for industrial 5G huge as it enables whole new business models. Industrial IoT has a core requirement of the ability to connect sensors, devices, software applications, production process, workers and consumers. The connectivity requires to be seamless vertical and horizontal integrations of all layers of automation pyramids that increases operational efficiency of the plant floor and the supply chain by optimal use of data, information and analytics. This can be improved by five key elements: • Improved Connectivity • Availability • Low Latency • Flexibility • Speed Industrial 5G will impact these areas of the manufacturing industry to guide the success of Industrial IoT. Industrial 5G will play a key role in helping industrial users achieve the goals of Industrial IoT. 5G offers wireless communications services with reduced latency, increased connection density, and improved flexibility compared to the current 4G generation. 5G technology has a theoretical downlink peak speed of 20 Gbps (gigabits per second), which is about 20 times faster than the current generation. The key is to start building IoT devices with broadly adopted operating systems, built-in security all the way down to the silicon, verifiable and updatable firmware, and mainstream application development tooling. - Anshel Sag, analyst at Moor Insights & Strategy The push and pull in achieving 5G success in IoT will be there until technology providers and end users work together to set up a consensus on standardization. The success will also depend on best-of-breed approach allowing the introduction of new technology over the lifecycle. Software and system integration will also be important attributes to a successful 5G deployment. READ MORE:How Will IoT Revolutionize Pharmaceutical Manufacturing?

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New partnership reduces field testing of IoT modules

Article | February 24, 2020

IoT protocol stack features have been specified by 3GPP, an engineering organisation that brings national Standards Development Organisations (SDOs) from around the globe to develop technical specifications for the 3rd generation of mobile, cellular telecommunications, UMTS. IoT devices have to interact with different network configurations worldwide. It is therefore important to ensure that these features are working well in all sorts of configurations, configured by different network operators. To address this challenge, digital identity and security provider Gemalto (a Thales company) and Rohde & Schwarz have teamed up to significantly reducing expensive and time-consuming drive tests of IoT devices.

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Spotlight

FirstWatch

FirstWatch is a web based, real-time data analysis and Dashboard software system which allows authorized users to drill-down into Charts, Graphs and Maps featuring detailed statistical trends, patterns and geographic clusters of incident information, all based on user-defined criteria. FirstWatch is used everyday for Situational Awareness, Homeland Security, Public Health Surveillance, as well as for Operational and Performance monitoring / quality improvement for Public Safety (911, EMS, Fire & Law Enforcement) teams.

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