Children and adults were escorted on their first walk across our university campus and were periodically led off the original route during the return trip. During the return, we stopped prior to intersections on and off the original route to obtain estimates of place recognition accuracy and confidence. The subjects were then asked to point to the path that led back to the start and were correc...

Three experiments investigated whether navigation is less efficient across boundaries than within boundaries. In an immersive virtual environment, participants learned objects' locations in a large room or a small room. Participants then pointed to the objects’ original locations after physically walking a circuitous path without vision. For participants who learned the objects in the large roo...

We present development of automated algorithm for mapping global urban area in high resolution using ASTER satellite images and coarse-resolution urban area maps. The algorithm consists of two steps: classifying pixels of ASTER satellite images into urban or non-urban by Learning with Global and Local Consistency (LLGC) technique; and integration with existing urban area maps using logistic reg...

Three experiments investigated whether navigation is less efficient across boundaries than within boundaries. In an immersive virtual environment, participants learned objects' locations in a large room or a small room. Participants then pointed to the objects' original locations after physically walking a circuitous path without vision. For participants who learned the objects in the large roo...

To ensure the safety and reliability of an echelon-use lithium-ion battery (EULIB), performance a EULIB is accurately reflected. This paper presents method estimating combined state energy (SOE) charge (SOC). First, aiming to improve accuracy SOE SOC estimation, third-order resistor-capacitance equivalent model (TRCEM) established. Second, long short-term memory (LSTM) introduced optimize Ohmic...

A convolutional neural network (CNN) was designed and built on an embedded building lighting control system to determine whether the application of CNN could increase accuracy image recognition reduce energy consumption. Currently, systems rely mainly information technology, with sensors detect people’s existence or absence in environment. However, due deviation this perception, detection is no...