posted on 2018-06-12, 10:18authored byPartheepan Kandaswamy, James FlintJames Flint, Vassilios Chouliaras
This paper describes a novel, distributed sensor
network with parallel processing capability based on the Instruction Systolic Array (ISA). A new computing paradigm is introduced where spatially distributed sensors are closely coupled to processing elements and the whole array forms a parallel computer. This may find applications in wearable devices for sensing the position and other metrics of a human body and
rapidly processing that data. A new programming model to implement the distributed computer on fabrics is described. The fabric-based distributed computing concept has been validated using a number of parallel applications including a real-time shape sensing and reconstruction application. The exemplar wearable system based on the ISA concept has been realized using
off-the-shelf microcontrollers and sensors. Results show that the application executes on the prototype ISA implementation in real time thus confirming the viability of the proposed architecture for fabric-resident computing devices.
History
School
Mechanical, Electrical and Manufacturing Engineering
Published in
IEEE Sensors Journal
Citation
KANDASWAMY, P., FLINT, J.A. and CHOULIARAS, V.A., 2018. System on fabrics architecture using distributed computing. IEEE Sensors Journal, 18(14), pp.5929-5936.