Ainsleigh Technologies LLC
Signal Processing and Machine Learning for Remote Monitoring
Services
Leveraging more than three decades of experience developing, implementing, and testing remote monitoring sensors and systems, Ainsleigh Technologies provides expert consultation in the areas of signal processing, event detection and localization, pattern recognition, target tracking and motion analysis, machine learning, process optimization, test and evaluation, and software development.
Our personnel provide tailored support for your remote monitoring needs, including document and design review, data analysis, prototype evaluation, test planning, algorithm development, and technology development recommendations.
Philosophy
Remote monitoring entails processing the outputs of deployed sensors to obtain actionable intelligence for decision makers. These processing chains inevitably incorporate models for the events of interest and the environment. We believe the most accurate and robust processing systems employ physical and statistical models whenever possible, and use neural networks and deep learning only when physical models do not exist or are too complicated to be viable.
Striking the right balance between physical and neural solutions.
