Title :
Energy-efficient heterogeneous reconfigurable sensor node for distributed structural health monitoring
Author :
Engel, Andreas ; Liebig, Björn ; Koch, Andreas
Abstract :
Distributed structural health monitoring (SHM) using wireless sensor nodes (WSN) requires frugal spending of the limited energy budget. We propose a reconfigurable heterogeneous architecture, combining a low-power micro-controller (MCU) with a Field-Programmable Gate Array (FPGA), as a means for energy-efficient in-sensor processing. Details covered include a generic communication interface between both computing units and several clock-management schemes for energy efficiency. We evaluate the architecture on the use-case of a Random Decrement (RD) algorithm and also consider additional pre-filtering to reduce the volume of wirelessly transmitted data. Compared to conventional low-power sensor nodes, we can reduce the energy required for data processing by up to 81%.
Keywords :
condition monitoring; field programmable gate arrays; microcontrollers; structural engineering; wireless sensor networks; FPGA; RD algorithm; WSN; clock-management scheme; computing units; distributed SHM; distributed structural health monitoring; energy-efficient heterogeneous reconfigurable sensor node; energy-efficient in-sensor processing; field programmable gate array; generic communication interface; low-power microcontroller; random decrement algorithm; wireless sensor nodes; Clocks; Computer architecture; Field programmable gate arrays; Kernel; Monitoring; Wireless communication; Wireless sensor networks; energy efficiency; random decrement technique; reconfigurable computing; structural health monitoring; wireless sensor network;
Conference_Titel :
Design and Architectures for Signal and Image Processing (DASIP), 2012 Conference on
Conference_Location :
Karlsruhe
Print_ISBN :
978-1-4673-2089-4
Electronic_ISBN :
978-2-9539987-4-0