Robust Indoor Positioning With Lifelong Learning

Indoor Positioning with Uwb Technology

A Robust Indoor Positioning and Auto-Localisation Algorithm

Sensor networks that use wireless technology (IEEE standards) to measure distances between network nodes allow 3D positioning and real-time tracking of devices in environments where Global Navigation Satellite Systems (GNSS) have no coverage. Such a system requires three key capabilities: extraction of ranges between sensor nodes, appropriate supporting network communications and positioning. R...

Robust Indoor Positioning through Adaptive Collaborative Labeling of Location Fingerprints

Location-aware computing has become one of the most publicly visible results of ubiquitous computing research, with small, low-power GPS modules being incorporated in an ever increasing number of consumer devices. While GPS systems work well in outdoor environments, the limited propagation characteristics of GPS satellite signals require alternative solutions for positioning and navigating insi...

Lifelong Machine Learning Lifelong Machine Learning

Lifelong machine learning (or lifelong learning) is an advanced machine learning paradigm that learns continuously, accumulates the knowledge learned in previous tasks, and uses it to help future learning. In the process, the learner becomes more and more knowledgeable and effective at learning. This learning ability is one of the hallmarks of human intelligence. However, the current dominant m...

Lifelong Learning for Lifelong Employment

SOMEONE ASKED ME recently, “How do we keep 40-year-old software developers employed?” At rst I was puzzled. I had little clue this was a problem. Isn’t there more demand than supply for software developers? However, imagine a software developer who graduates from a good engineering school and gets a good job in a large high-tech company. He marries and raises a family, is good at barbecue, runs...