Essays about: "gps truck"
Showing result 1 - 5 of 14 essays containing the words gps truck.
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1. A comparison of supervised and semi-supervised learning for classification of truck stop locations
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : GPS-based data has been an important source for researchers and commercial fleet companies to study and build transportation models, since GPS uses passive information collecting without including too much human participation, and thus provides the possibility of collecting huge amount of data. Recent research shows that the GPS data can be used to solve different kinds of transportation related problems using machine learning algorithms. READ MORE
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2. Data-Driven Travel Time Prediction
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Being able to accurately forecast the time of arrival of a vehicle in traffic appeals both to private drivers aiming to keep up with their schedules, and to businesses that need to organize transport logistics. THis thesis is assigned by the Swedish truck manufacturer Scania CV AB, and sets out to use GPS data from Scania's vehicle fleet to train Machine LEarning models to predict the travel times of vehicles between stops. READ MORE
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3. Evaluation of Target Tracking Using Multiple Sensors and Non-Causal Algorithms
University essay from Linköpings universitet/ReglerteknikAbstract : Today, the main research field for the automotive industry is to find solutions for active safety. In order to perceive the surrounding environment, tracking nearby traffic objects plays an important role. READ MORE
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4. Discerning truck stop semantics through latent space clustering
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : GPS systems have been in use for navigational purposes for almost three decades and have found their way into location tracking systems. The principal, Scania has a fleet of 300 thousand connected vehicles sending in position information. READ MORE
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5. Positional Quality of Service using Dynamic Collection Fingerprinting
University essay from Luleå tekniska universitet/DatavetenskapAbstract : Positioning in environments where GPS is absent is a field currently under intensive research.Systems are currently being researched or designed for indoor use, often relying on ultra-wideband radio, ultrasound, fingerprinting or Wi-Fi.For underground mining, the problem is magnified, as installation of new equipment is expensive. READ MORE