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smart sensors

Software for sensors has evolved from simply reading out and evaluating sensor data to making intelligent decisions based on that data, a transformation enabled by new software synthesis and artificial intelligence (AI) technologies. Together, they make consumer devices smarter, dramatically improving the user experience through greater interactivity and higher levels of automated personalization.SEMI’s Nishita Rao spoke with Stefan Finkbeiner, CEO and General Manager at Bosch Sensortec, who will explore the topic in his October 23 keynote, How Software Makes MEMS Sensors into Smart Systems, at MEMS Sensors Executive Congress (MSEC), October 22-24, 2019, at the Coronado Island Marriott Resort Spa in Coronado, Calif.Join us at MSEC to meet Bosch Sensortec and other industry influencers driving MEMS and sensors innovations. Registration is open.SEMI: What is the relationship between MEMS sensors suppliers and specialized software synthesis providers?Finkbeiner: Collaboration is a key driver for innovation in sensor software. There are already several fruitful collaborations between MEMS sensors suppliers and specialized software providers, which are mostly startups. Collaborations with providers of simulation and evaluation tools as well as with well-known universities in the field of AI are starting to show positive results.Domain expertise is also critical for developing smart sensor software, making it essential to future sensing solutions.SEMI: How does software synthesis relate to sensor fusion?Finkbeiner: Put simply, software synthesis refers to ways of automatically generating code based on domain knowledge and given constraints for specific product versions. Sensor fusion combines sensor data from different kinds of sources in order to improve the results.Software synthesis techniques enable a level of automation that creates new opportunities for more complex sensor fusion, which was formerly out of reach when using traditional approaches that involved, for example, big data and a large number of potential data sources.The traditional sensor fusion toolset can now be further extended by machine learning techniques that help to determine which sources are more reliable than others and how to combine data streams. This topic and others are still active areas of research. A wearable device with motion detection is a case in point. With unsupervised learning, the device could identify short versus long cyclically repeating motions and treat them differently from other types of motion. SEMI: How is the new software synthesis-AI approach different from previous approaches? To what degree will the new approach open up new applications?Finkbeiner: Traditionally, technology companies have used cloud computing for data storage and machine learning on aggregated user data. In that model, MEMS sensors generate large amounts of data that power-hungry hardware (such as digital signal processors) must process. In addition, machine learning generally requires lots of power-hungry cloud nodes with GPUs. This model, however, is not the best option for many users. Just think for a moment about all the scenarios in battery-powered devices where frequent battery charging frustrates users.Leveraging both software synthesis and AI techniques in MEMS sensors is therefore a very promising approach because it supports improved recognition and learning inside the sensor. This means that user-specific data isn’t transferred to the cloud. Instead, it remains private inside the sensor. This improves existing applications that learn all the time and opens up new opportunities for applications such as smart clothing, predicting a product’s lifespan, detecting whether a window or door is open or closed – all without server connectivity.SEMI: How will such software adapt to the individual user?Finkbeiner: Devices will offer much more personalized information to users. For example, optimizing a step counter to match the height, age or Body Mass Index (BMI) of a user – or to adapt to a user’s environment (is the person running on a beach, hiking up a mountain or strolling in a park?) – will provide more accurate information on calories burned. Not every step is created equal, and both pre-loaded personal data as well as real-world environmental data will prove that some steps consume a lot more energy than others.SEMI: What would you like MSEC attendees to take away from your presentation?Finkbeiner: I want to introduce the journey of software development by illustrating specific use case examples. I would also like to offer my outlook on the role of software and AI in MEMS sensors to help increase their adoption in current and new applications. Ultimately, I think it’s important to raise awareness in our industry on why we should embrace the use of software and AI.Connect with Stefan Finkbeiner at MSEC or via LinkedIn. Get more information on Bosch Sensortec products and solutions online.Stefan Finkbeiner, Ph.D., CEO and General Manager, Bosch Sensortec, was appointed CEO of Bosch Sensortec in 2012. He joined the Robert Bosch GmbH in 1995 and has been working in different positions related to the research, development, manufacturing, and marketing of sensors for more than 20 years. His senior positions at Bosch have included director of marketing for sensors, director of corporate research in microsystems technology, and vice president of engineering for sensors.Finkbeiner received his Diploma in Physics from the University of Karlsruhe in 1992 before studying at the Max-Planck-Institute in Stuttgart, where he earned his Ph.D. in Physics in 1995. In 2015, Finkbeiner received the prestigious lifetime achievement award from the MEMS Sensors Industry Group (MSIG), a SEMI technology community.Bosch Sensortec is a member of MEMS Sensors Industry Group, the industry association representing the global MEMS and sensors supply chain. To learn more about how MSIG enables professionals in the MEMS and sensors industry to innovate, address common challenges and accelerate business results, visit us today.Nishita Rao is marketing manager for technology communities at SEMI.
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SEMI’s annual FLEX Conference Exhibition returns to Monterey, California, February 18-21, 2019, bringing together nearly 100 speakers on the major developments at the leading edge of printed/flexible/hybrid sensors and electronics technology.The maturing technology for smarter sensors, in a wider range of flexible formats, is enabling new opportunities across a wide range of applications, from healthcare to agriculture. And that means sensor suppliers need to connect with a broader range of users to build the next generation of innovative outside-the-box solutions. SEMI gathers the flexible/hybrid integration supply chain, leading researchers and potential customers at this annual event to help advance the sector.Collaborative efforts for sensors emerging markets: global health, faster crop development, military monitoringThere’s huge potential for smarter, more accessible sensor systems to detect infectious diseases and aid decision-making for community health workers around the globe, but new technologies and manufacturing methods alone will not be enough to meet the needs of these resource-constrained environments, argues Arunan Skandarajah, program officer at the Bill and Melinda Gates Foundation. He’ll introduce the foundation’s funding and partnering priorities for sensing and imaging for diagnostics and decision support and discuss potential paths forward for development.Recent advances in plant genomics and high-throughput phenotyping have big potential to enable faster development of crop varieties that better withstand adverse conditions – but that will depend on getting fast feedback from sensor data from the field. There’s immediate need for robust, high-efficiency, low-cost sensor technologies to collect on-the-ground microclimate and resource-use data from tractor-based sensors to field scanners, says Nadia Shakoor, Danforth Plant Science Center. She’ll discuss the sensors researchers need to develop high-yielding, energy- efficient crops that are resilient to variable climates.Military interest in biosensor patches to monitor human physiology and performance, and other sensor solutions for flexible imaging and point-of-care diagnostics, are also drivers of collaborative research between industry and universities. The Nano-Bio Materials Consortium (NBMC), a SEMI strategic association partnership with the Air Force Research Lab, will offer a workshop to discuss its potential needs, and how to get involved in its development program to create an integrated suite of nano-bio materials and production technology. Progress in scaling printed/hybrid flexible electronics manufacturing technologyThe maturing manufacturing supply chain continues to make progress towards scaling volume manufacturing of higher performance products, with recent innovations in materials and assembly technologies.Cal Poly researchers will report results from the recent FlexTech benchmark study of the flexible hybrid electronic industry. The study looks at the current state of maturity of the technology, its manufacturing processes, and its main applications while projecting the roadmap for future development. The study covers passives, sensors, batteries, antennas, speakers, PV and energy harvesting, and flexible hybrid integration.Catch up on new process development capabilities and recent work at the NextFlex Flexible Hybrid Electronics Manufacturing Institute’s San Jose Technology Hub for prototyping and pilot manufacturing. The institute has been adding engineers and projects as it looks towards the next generation of technology for sector growth. Innovations in scalable assembly of thin die on flexible substratesSeveral companies will update on recent progress developing solutions for the industrial-scale, high-yield assembly of fragile thinned die on to flexing substrates. American Semiconductor reports new automated assembly capacity for flip chip die attach and interconnect for devices with up to 100 I/Os and 100um pitch pads. The company also notes that it now has flexible Bluetooth ICs from two major suppliers available in semiconductor-on-polymer chip-scale packages, finally enabling improved wireless capacity for flexible hybrid systems.CEA-Leti will present its latest developments in flip chip bonding of thin bare die on flex. It uses gold stud bumps on the die, with 150°C thermocompression bonding to PEN Film. The researchers have also developed a wafer-level die process that thins and encapsulates die before removing them from the carrier wafer. systeMECH will also present its results for direct die placement of 300nm die on flexible polyester. Innovations in materials for easier processing, higher performanceDevelopments in substrates and processing may now enable use of photonics for laser patterning and flash curing on flexible substrates. Brewer Science will report developments on new polymers that can be quickly and cleanly etched with the mid-UV wavelengths commonly used for laser drilling and etching on printed circuit boards, bringing this improved performance to printed electronics as well. The polymers can be processed at less than 200°C with desirable qualities for substrates, adhesives, protective layers and the like for many electronics applications.Novacentrix will update on improvements in photonic curing equipment for fast heating to enable the use of high-temperature solders without damaging low-temperature substrates. Atotech will report results from its multiyear initiative to develop lower temperature solder pastes for better performance than SAC-based materials on a variety of substrates. Printed graphene and carbon nanotubes find applications in sensors and RF devicesBonbouton will introduce its commercial smart insole using a printed graphene sensor to monitor skin temperature to detect early signs of foot ulcers in diabetic patients. The company inkjet-prints graphene oxide followed by thermal reduction to fabricate graphene supercapacitor electrodes for temperature and pressure sensing.C2Sense will update on its development of carbon nanotube gas sensors to monitor food condition to prevent waste. The sensitized carbon nanotubes selectively detect ethylene from fruit or ammonia from chicken to accurately track the condition of the foods as they pass through the supply chain. Georgia Tech will report results of printing not only sensors from carbon nanotube ink but even RF and mm-wave diodes and transistors for high-frequency, long-range, low-cost RFIDs. Innovations in display materialsMaterials for flexible displays continue to see innovations – from solutions for foldable displays to plenty of new options for improved transparent conductive films and force-sensitive films. Solotech will introduce a cross-inked polymer that it says offers both high hardness and excellent foldability as a reliable covering for foldable/bendable displays. Atotech will describe its development of selective electroless copper deposition for metal mesh and TFT electrode patterns for touch screens to eliminate the need for costly mask and etching steps after deposition. Chasm Advanced Materials suggests hybrids of the conductive metals and carbon nanotubes offer a promising alternative for flexible transparent conductive films.C3Nano reports on nanowire ink, fused after printing, for flexible transparent conductors. Peratech will report on its printable pressure touch technology that it describes as high-resolution and low-cost for better localized, force-sensitive touch. Jabil will share the results of its evaluations of five of the available printed force-sensitive sensors. E Ink will introduce new capabilities for its electrophoretic display technology – it’s now possible to write on it with a magnetic stylus, and there’s a variable transmission version for electronic windows. Next generation technologies from universities and startupsResearchers from major research institutions and startups will talk about developments in flexible/printed/hybrid electronics including innovations in biological/electronics interfaces, via skin or neurons, and demonstrations of piezoelectric and better stretchable circuits. Emerging technologies for biosensors and human/machine skin interfaces Georgia Tech researchers will detail their electrical interface with human skin for wireless control of a remote-control car and a wheelchair by electrical signals from the body. They’ve developed a flexible elastomer skin patch patterned with thin film metal/polymer nanostructures made by CMOS processes, and metal pads compatible with conventional reflow soldering. Other Georgia Tech researchers will report their work on better cochlear implants made of encapsulated polymer printed with conductive microcoils for pulsed micro-magnetic stimulation that can focus more tightly on specific areas of auditory neurons. Seoul National University will introduce its flexible organic artificial nerves that can activate an insect’s leg muscle. Researchers there have devised a pressure sensor connected to a ring oscillator that converts the pressure signal into voltage pulses, which are then integrated by a transistor into a signal that replicates a post-synaptic current to communicate with the biological nerves.Epicore Biosystems will report on its advances in manufacturing and packaging technology that enable its skin-interface electronics and microfluidics systems in thin stretchable format to continuously monitor electrical, acoustic and biochemical signals. The technology is now entering commercial development with industrial partners. GE Global Research will update on its field testing of sweat-sensing devices to monitor hydration. Emerging technologies for piezoelectric actuators and improved stretchable sensors and circuits PARC will report on audio speakers made of PVD piezoelectric film on polyimide with inkjet-printed flexible hybrid operating circuits, and Novasentis will talk about its piezoelectric electroactive polymer for different kinds of vibrations for wristband notifications. UTC will share its learnings from deploying large numbers of stretchable flexible hybrid sensors conformably over large areas on aerospace and infrastructure assets to sense temperature, vibration, strain and damage for critical safety.The Air Force Research Lab reports promising results for stretchable circuits made with liquid metals, which maintain their high conductivity even when stretched. Silent Sensors will discuss its printed flexible manufacturing technology for low-cost, stretchable energy storage and piezoelectric energy harvesting for monitoring the condition of automobile tires.By Heidi Hoffman, senior director of technology community marketing, SEMI
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We are living in a digital world where semiconductors are taken for granted, AI is bringing semiconductors back into the deserved spotlight, and now we are witnessing the dawn of the Cognitive Era enabled by semiconductors,” SEMI president and CEO Ajit Manocha said to an audience of more than 500 during his presentation – Rebirth of the Semiconductor Industry – at the First Global IC Entrepreneur Conference.Speaking at the Shanghai event in mid-December, Manocha recalled how, when he first entered the semiconductor industry in the 1980s, semiconductors revenue topped out at about $10 billion. Now, with sales having swelled to a staggering $450 billion, the industry is on a much faster growth track. Revenue could reach $500 billion by the end of 2020 and trillions of dollars by 2030. Over the past two decades, chips have given rise to social media and e-commerce powerhouses such as Google, Facebook, and Alibaba. All rely on heavily on chips, the engines of data centers across all industries. Wave after wave of technology innovation have been powered by semiconductors – from mainframe computers in the 1970s, personal computers in the 1980s, the Internet in the 1990s, and mobile and social networking in the early 20th century, to the current shining stars of technology such as IoT, big data, new memory, virtual reality, autonomous driving and artificial intelligence, Manocha said. New applications across areas such as smart manufacturing and digital healthcare are stoking the latest round of semiconductor growth.The rise of AI, like all the technologies before it, has renewed the semiconductor industry once again with its promise to drive growth of all industries worldwide, Manocha said. Five years ago, IoT was but a gleam in a technologist’s eye, more hype than reality with doubt about its viability running deep. Today, with about 60 percent of people in the world connected to the Internet, the enormous promise and potential of IoT is flowering. Industry growth will explode as the melding of AI and IoT birth countless applications and innovations in SMART transportation (0 emissions; 0 fatalities; 0 congestion), smart sensors (agriculture, infrastructure, healthcare) and SMART “Everything” (people, devices, homes, cities, industries, and the list goes on). Indeed, AI is now widely recognized as a chief growth driver of the semiconductor industry well into the future, with semiconductor technology at the core of AI innovation, he said. Semiconductors are thrusting the fifth industrial revolution into the fast lane. China’s much-anticipated rise as an industry powerhouse over the next few years will only accelerate industry growth, turning current disruptions into future opportunities as SEMI China continues to cultivate connection, collaboration and innovation in China’s fast-growing semiconductor sector.Cherry Sun is a marketing manager at SEMI China.
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