Title :
Multi-sensor information processing and fusion module
Author :
Jiebing Yan ; Xiaoxin Wang ; Hongli Hu ; Hongmei Wang
Author_Institution :
State Key Lab. of Electr. Insulation & Power Equip., Xi´an Jiaotong Univ., Xi´an, China
Abstract :
In order to satisfy the character of multi-sensor system which has a large amount of data and strict requirement of real time response, a module based on FPGA & DSP is designed for multi-sensor information processing and fusion after considering that FPGA (EP2C8T144C8N) has high-speed, complex logic control ability and floating-point DSP (TMS320C6713B) has high-speed, complex data processing capability. FPGA controls interface and timing of the sensor signal acquisition, pre-processes data and transfers the data to DSP in parallel, which can simplify the peripheral circuit and ensure the real-time performance of the system; Data processing is realized in DSP, and DSP is used as main control chip to manage the system operation and communicate with the host computer. The system combines the best advantages of FPGA and DSP, and its structure is suitable for modular design and has strong versatility. Finally the system is applied to solid phase concentration measurement of the multiphase flow. The experimental results show that the method has great advantages over traditional methods in computing precision and speed.
Keywords :
digital signal processing chips; field programmable gate arrays; flow measurement; modules; multiphase flow; peripheral interfaces; sensor fusion; signal detection; EP2C8T144C8N; FPGA controls interface; TMS320C6713B; data transfer; floating-point DSP; fusion module; high-speed complex data processing capability; high-speed, complex logic control ability; multiphase flow; multisensor information processing; sensor signal acquisition; solid phase concentration measurement; Conferences; Sensors; FPGA&DSP; information processing and fusion; multi-sensor system; real-time performance;
Conference_Titel :
Sensing Technology (ICST), 2013 Seventh International Conference on
Conference_Location :
Wellington
Print_ISBN :
978-1-4673-5220-8
DOI :
10.1109/ICSensT.2013.6727702