Driving Posture Classification with Time-of-flight Sensor Arrays and Machine Learning
نویسندگان
چکیده
منابع مشابه
Sensor validation with machine learning
Since commercial and residential buildings account for nearly half of the United States energy consumption, making them more energy-efficient is a vital part of the nations overall energy strategy. Sensors play an important role in this research by collecting data needed to analyze building performance. Given this reliance on sensors, ensuring that sensor data is valid is a crucial problem. The...
متن کاملDiscrete-time hypersonic flight control based on extreme learning machine
This paper describes the neural controller design for the longitudinal dynamics of a generic hypersonic flight vehicle (HFV). The dynamics are transformed into the strict-feedback form. Considering the uncertainty, the neural controller is constructed based on the single-hidden layer feedforward network (SLFN). The hidden node parameters are modified using extreme learning machine (ELM) by assi...
متن کاملPressure-Sensor System for Sleeping-Posture Classification
In this paper we present our research work on the classification of sleeping postures using pressure sensing. A densely pressure-sensor grid placed under the matrass is first used for the posture classification task that will serve next as a reference. Pressure data obtained from 21 subjects for 4 sleeping postures (supine, prone, left and right side) has been analysed to determine the optimal ...
متن کاملApplication of Machine Learning Techniques for Real-time Classification of Sensor Array Data
iii To my husband Peter Rochford, my children Ashley and Kevin Rochford, my mother, and the memory of my father. iv Acknowledgement I would like to express my heartfelt appreciation to my thesis advisor Dr. Dongxiao Zhu for his suggestion of investigating machine learning techniques for the classification of sensor array data for my thesis topic. The author really benefited from his knowledge, ...
متن کاملa comparative study of language learning strategies employmed by bilinguals and monolinguals with reference to attitudes and motivation
هدف از این تحقیق بررسی برخی عوامل ادراکی واحساسی یعنی استفاده از شیوه های یادگیری زبان ، انگیزه ها ونگرش نسبت به زبان انگلیسی در رابطه با زمینه زبانی زبان آموزان می باشد. هدف بررسی این نکته بود که آیا اختلافی چشمگیر میان زبان آموزان دو زبانه و تک زبانه در میزان استفاده از شیوه های یادگیری زبان ، انگیزه ها نگرش و سطح مهارت زبانی وجود دارد. همچنین سعی شد تا بهترین و موثرترین عوامل پیش بینی کننده ...
15 صفحه اولذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Transactions of the Society of Instrument and Control Engineers
سال: 2019
ISSN: 0453-4654,1883-8189
DOI: 10.9746/sicetr.55.772