AI-powered Indoor Positioning Systems: An Investigation of Neural Network Modeling as a Method to Improve Performance
Location-based service providers are continuously developing Radio Frequency (RF) based solutions to provide indoor navigation and positioning systems. Of these, BLE based systems are the most cost-effective and easily deployed, however the precision of RSSI (Recevied Signal Strength Indication) measurements are weakened by fading effects and the accuracy of the estimates are significantly affected by…