Real-Time Parallel Processing of Vibration Signals Using FPGA Technology

被引:2
作者
Popa, Bogdan [1 ]
Selisteanu, Dan [1 ]
Popescu, Ion Marian [1 ]
机构
[1] Univ Craiova, Dept Automat & Elect, Craiova, Romania
来源
INTELLIGENT SYSTEMS AND APPLICATIONS, VOL 1 | 2023年 / 542卷
关键词
Signal processing; Parallel processing; FPGA logic;
D O I
10.1007/978-3-031-16072-1_18
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This article deals with parallel processing applications for vibration signals. One of the solutions for monitoring vibration signals can be the creation of a local data acquisition system. It must be able to process the data locally and be able to transmit the processed information to a higher level of calculation. The local system must have a high acquisition speed to facilitate real-time processing, considering the practical case of vibration signals. This article proposes an implementation of the parallel processing of vibration signals using the Compact RIO 9024 system of National Instruments. Some of the main advantages of this proposed monitoring system are the low price, the low consumption, and the rapid response according to the level of the proposed processing algorithm. Within the research, activity, there is presented a series of results obtained for monitoring vibration signals in different scenarios.
引用
收藏
页码:236 / 257
页数:22
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