Embedded Self Checkout
Asia’s biggest clothing retailer uses mini RFID chips to power self-checkout
THE WALL STREET JOURNAL in Retailwire 04/07/2023
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Embedded Self Checkout
Asia’s biggest clothing retailer uses mini RFID chips to power self-checkout
THE WALL STREET JOURNAL in Retailwire 04/07/2023
Seems out of place for Fraunhofer, but the breadth of application is interesting.
Press Release Fraunhofer
Additive manufacturing
Smart finger ring with integrated RFID chip
Research News / May 03, 2021
House key, wallet, health insurance card, hotel key card — a smart finger ring could replace all these in the future. Produced by a 3D printing process, the ring has an integrated RFID chip, tamper-proof, sealed and invisible. The technology of integrating electronics during 3D printing can of course be used for other applications too. The multifunctional ring was developed by a research team at Fraunhofer Institute for Casting, Composite and Processing Technology IGCV.
Now, where’s my house key — could I have left it in the office? And when we want to pull out our wallet at the supermarket checkout, we often find that it’s somehow made way to the bottom of the shopping bag in all the hustle and bustle. A smart ring could soon put an end to such frantic searches: Concealed inside the ring is an RFID tag that is able to pay at the checkout, open the smart front door, act as our health insurance card when attending a medical appointment or replace the key card in a hotel. It might also be possible to save medical data such as our blood group or drug intolerances on this chip: In an accident, the emergency physician would have all the necessary information to hand. Researchers at Fraunhofer IGCV developed the intelligent ring as part of the MULTIMATERIAL Center Augsburg. The large-scale project, sponsored by the Bavarian Ministry of Economic Affairs, Regional Development and Energy, is divided into ten individual projects — including the KINEMATAM project, which came up with the idea and the demonstrator model of the smart part.
3D printing with automated integration of electronics
More important than the ring itself, however, are the manufacturing process and the ability to integrate electronics while a component is being produced — even at places within the component that would otherwise be inaccessible. The inside of a ring, for example. We can refer to 3D printing in the broadest sense to describe a production process, but in technical jargon, it would be called “powder bed-based additive manufacturing”. The principle is this: A laser beam is guided over a bed of fine metal powder. At the point where the 80 micrometer laser spot hits the powder, the powder melts and then solidifies to form a composite material — the rest of the metal, which is not exposed, retains its powder form. The ring is built up layer by layer, with a cavity left for the electronics. Midstream, the process is halted: A robot system automatically picks up an RFID component from a magazine and places it in the recess before the printing process continues. This precisely controllable production technology is opening the door to a host of possibilities for realizing completely individualized ring designs. And the chip is sealed by the ring, making it tamper-proof. ... "
From the MIT Media Lab
RF Grasp: The robot that finds its way through clutter
MIT Media Lab
Robots are not capable of handling tasks as simple as restocking grocery store shelves as they cannot perceive the environment as good as humans. What if we could give robots radio perception to search for items that are not in their sight? Such an ability will give them superhuman power to work in warehouses, stores, and our homes.
The Signal Kinetics research group present the design, implementation, and evaluation of RF-Grasp, a robotic system that can grasp fully occluded objects in unknown and unstructured environments. Unlike prior systems that are constrained by the line-of-sight perception of vision and infrared sensors, RF-Grasp employs RF (Radio Frequency) perception to identify and locate target objects throughocclusions, and perform efficient exploration and complex manipulation tasks in non-line-of-sight settings.
RF-Grasp relies on an eye-in-hand camera and batteryless RFID tags attached to objects of interest. It introduces two main innovations: (1) an RF-visual servoing controller that uses the RFID’s location to selectively explore the environment and plan an efficient trajectory toward an occluded target, and (2) an RF-visual deep reinforcement learning network that can learn and execute efficient, complex policies for decluttering and grasping.
The research team implemented and evaluated an end-to-end physical prototype of RF-Grasp and a state-of-the-art baseline. They demonstrated it improves success rate and efficiency by up to 40-50% in cluttered settings, and also demonstrate RF-Grasp in novel tasks such mechanical search of fully occluded objects behind obstacles, opening up new possibilities for robotic manipulation. ...'