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Environmental audio tagging is a newly proposed task to predict the presence or absence of a specific audio event in a chunk. Deep neural network (DNN) based methods have been successfully adopted for predicting the audio tags in the domestic audio scene. In this paper, we propose to use a convolutional neural network (CNN) to extract robust features from mel-filter banks (MFBs), spectrograms or even...
Aiming at bridging the in-vehicle network and mobile communication network connecting vehicle to remote hosts, the solution of an on-vehicle data center for vehicular networks based on CAN bus and GPS is provided. The design and implementation of the system and the embedded database module is also reported.
Recent developments in vehicular networking have greatly affected the vehicle markets. The remote monitor, management and fault diagnose of vehicles become a reality and a one of the marketing factor to the manufacturers. Research of vehicle networking communication protocol attracts efforts working on vehicle communication models, protocols, data formats, etc., aiming at providing a universal protocol...
Check valves play a pivotal role in many microfluidic and lab-on-chip systems. Many of these check valves are out of plane and are not integrated with microchannels. To address this issue we proposed an in-channel micro check valve design which enables a simple fabrication process and provides easy integration with other microfluidic devices. Parylene C was used as the structural material of the gate...
Aiming at the needs of modern vehicle networking, a data processing system based on CAN bus is designed and implemented. The data processing system implements data exchange with a CAN gateway via UART, which realizes data processing and analysis. By designing system function, the data processing system accomplishes the function of automatic archiving, display of real-time data and archived information...
The solution of inter-vehicle networks platform based on CAN bus and GPRS is provided. Implementation of system software and hardware for the platform is also reported. Bridging the in-vehicle CAN bus network and mobile communication network to remote hosts, design of CAN-GPRS gateway is described and some details are presented. The system can be used for vehicle monitoring system and remote supervising...
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