IIIT Hyderabad Publications |
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CV and IoT-based Remote Triggered Labs: Use Case of Conservation of Mechanical EnergyAuthors: Viswanadh K.S.,KATHALKAR O,P. Vinzey,Nitin nilesh,Sachin Chaudhari,Venkatesh Choppella Conference: IEEE FiCloud Pages: 1-7 Date: 2022-08-01 Report no: IIIT/TR/2022/7 AbstractRemote Triggered Labs (RTL) are helpful for students to work on laboratory experiments virtually anytime, anywhere. Such setups can facilitate distance learning and are helpful during pandemics. In this paper, the use of ComputerVision (CV) is demonstrated for RTL experiments. For this, a use-case of the Conservation of Mechanical Energy experiment is considered. A CV-based approach is used to estimate an object’s velocity whose setup primarily consists of a microprocessor, a camera and infrared (IR) sensors. The experiment is recorded, and various CV techniques are employed to estimate the object’s velocity. This paper also compares a CV-based and an IR sensor-based approach to estimate the object’s velocity. Linear regression applied to the CV-based implementation resulted in an optimal mean-squared error (MSE), nearly 10 times better than IR-based implementation. Full paper: pdf Centre for Communications |
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