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To improve the positioning accuracy in indoor environments, we use the Inertial Navigation System (INS) algorithm to perform the pedestrian tracking, and the measurements consist of two parts: the velocity error and the heading error. The velocity error can be gotten from the navigation result. Meanwhile, we get the heading error in two ways. First, taking the magnetometer as the heading resource,...
In recent years, the widespread adoption of GPS enabled vehicles brings the Location Based Services new opportunities. It benefits many related fields such as urban planning, city traffic modeling, personalized recommendations and driving suggestions. The service providers can understand their users better by modeling the mobility pattern and provide more personalized services by predicting the destination...
Because the structure of intelligent building is complex and there are many kinds of building equipments in intelligent building, it is difficult to sample parameters about the variety of temperature in intelligent building in real time. To forecast the temperature of least future in observation position accurately, a feed forward neural network with one hidden layer is used as the identification...
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