The article is dicussing the vibration mesurement possibilities and the translation from acceleration to velocity.

Detect anomalies in industrial-machine vibration data using machine learning and deep learning.

ETSI Ultra Wide Band technology page

COPD is a progressive disease that may lead to death if not diagnosed and treated at an early stage. The examination of vital signs such as respiration rate is a promising approach for the detection of COPD. However, simultaneous consideration of the demographic and medical characteristics of patients is very important for better results. The objective of this research is to investigate the capability of UWB radar as a non-invasive approach to discriminate COPD patients from healthy subjects. The non-invasive approach is beneficial in pandemics such as the ongoing COVID-19 pandemic, where a safe distance between people needs to be maintained. The raw data are collected in a real environment (a hospital) non-invasively from a distance of 1.5 m. Respiration data are then extracted from the collected raw data using signal processing techniques. It was observed that the respiration rate of COPD patients alone is not enough for COPD patient detection. However, incorporating additional features such as age, gender, and smoking history with the respiration rate lead to robust performance. Different machine-learning classifiers, including Naïve Bayes, support vector machine, random forest, k nearest neighbor (KNN), Adaboost, and two deep-learning models—a convolutional neural network and a long short-term memory (LSTM) network—were utilized for COPD detection. Experimental results indicate that LSTM outperforms all employed models and obtained 93% accuracy. Performance comparison with existing studies corroborates the superior performance of the proposed approach.

PDF | The detection of a human being behind obstacles using radar technology has many promising applications, such as post-disaster search and rescue... | Find, read and cite all the research you need on ResearchGate

Use X4M05 UWB radar readings to recover voice from speaker vibration - GitHub - nesl/uwb_vibration_eavesdropping: Use X4M05 UWB radar readings to recover voice from speaker vibration

A method and device for measuring biometric data using a UWB radar are disclosed. The disclosed method includes: (a) determining a respiratory rate by using reflection signals reflected off a target patient; (b) extracting respiration signals from the reflection signals, removing the extracted respiration signals from the reflection signals and converting into signals of a frequency domain; and (c) determining a heartbeat rate by detecting peak values from the frequency-domain signals converted in said step (b).

Download scientific diagram | System model showing the vibration sensor, LIDAR, and ultra-wide band (UWB) sensor for the data collection. We have also Implemented the AI algorithms on the host computer. from publication: Detection and Classification of Human Activity for Emergency Response in Smart Factory Shop Floor | Factory shop floor workers are exposed to threats and accidents due to their encounter with tools, equipment, and toxic materials. There are cases of occupational accidents resulting in injuries to workers and precipitating lawsuits, which on the other hand affect company's... | Floors and Floorcoverings, Factorials and Shopping | ResearchGate, the professional network for scientists.

The utility model reveals a UWB-to-Bluetooth device, and the device comprises: a UWB module which is in wireless communication with UWB terminal equipment; a Bluetooth module which is in wireless communication with Bluetooth terminal equipment; a microprocessor which is connected with the Bluetooth module and the UWB module; and a power module which supplies power to the device. The device provided by the utility model achieves the mutual communication between the Bluetooth equipment and the UWB equipment, solves a problem of communication between equipment and the UWB terminal, provides a convenient mode of communication to a user, and improves the additional value of an electronic product with a Bluetooth, wherein the equipment has the Bluetooth technology and does not have the UWB technology.

System and method for transparently attaching wireless peripherals to a computer using an UWB wireless network. A preferred embodiment comprises an interface (for example, interface 630 ), a communications bus (for example, a USB 620 ), and an UWB wireless network adapter (for example, an UWB transceiver 610 ). The interface translates messages from either the communications bus or the UWB wireless network adapter so that a software stack is not needed to perform the translation at a later time. This helps to maintain the computer's reliability and performance. The system and method also affords wireless connectivity without the presence of a computer system.

While ultra-wide band (UWB) technology has so far been presented by several chip companies as a technology for fine ranging applications, a Montreal, UWB tranceivers address needs of products like gaming peripherals and audio and AR/VR headsets, which would otherwise need to be wired to meet power and latency targets.

A UWB measuring device, in particular a hand-held positioning device, includes at least one signal-generating unit for generating at least one first UWB measuring signal, which is intended for a UWB measurement. The signal-generating unit is provided for generating a second measuring signal that differs from the first UWB measuring signal in at least one signal parameter. The second measuring signal is intended to detect a distance from an examination object and/or contact with the examination object.

An ultra wide band (UWB)-based wireless bridge converts wired serial data into a UWB signal with a quality of service, transmits it wirelessly, and inverts the UWB signal into wired serial data. The UWB-based wireless bridge includes: a physical layer processing portion; a protocol converting block; a UWB signal transceiving portion; and a control portion.

A novel combination of a parametrically optimised UWB meshed circular disc monopole antenna with a polycrystalline silicon (poly-Si) solar cell is presented and discussed. The results indicate that t...

Impulse radio ultra-wide band (IR-UWB) radar has recently emerged as a promising candidate for non-contact monitoring of respiration and heart rate. Different studies have reported various radar based algorithms for estimation of these physiological parameters. The radar can be placed under a subjec …

Our appetite for high-quality audio hasn’t ebbed an inch since the dawn of Bluetooth – it’s only grown stronger. Click here to learn more.

Indoor positioning system. Contribute to tuannv0898/uwb-ips development by creating an account on GitHub.

PDF | A novel combination of a parametrically optimised UWB meshed circular disc monopole antenna with a polycrystalline silicon (poly-Si) solar cell is... | Find, read and cite all the research you need on ResearchGate

Remarkable progress has been achieved in the detection of single stationary human. However, restricted by the mutual interference of multiple humans (e.g., strong sidelobes of the torsos and the shadow effect), detection and localization of the multiple stationary humans remains a huge challenge. In …

Faced with an increasing number of wireless technologies and standards, planning a long-term networking strategy is a daunting prospect.

Mesh networks have been predicted to be the killer application for ultra-wideband (UWB) radio systems. This white paper provides a description of mesh networks and explains how UWB wireless technology can improve mesh network design.