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RcdMathLib: An Open Source Software Library for Computing on Resource-Limited Devices

Kasmi, Zakaria ; Norrdine, Abdelmoumen ; Schiller, Jochen ; Güneş, Mesut ; Motzko, Christoph (2021):
RcdMathLib: An Open Source Software Library for Computing on Resource-Limited Devices. (Publisher's Version)
In: Sensors, 21 (5), MDPI, e-ISSN 1424-8220,
DOI: 10.26083/tuprints-00019320,
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Item Type: Article
Origin: Secondary publication via sponsored Golden Open Access
Status: Publisher's Version
Title: RcdMathLib: An Open Source Software Library for Computing on Resource-Limited Devices
Language: English
Abstract:

We developped an open source library called RcdMathLib for solving multivariate linear and nonlinear systems. RcdMathLib supports on-the-fly computing on low-cost and resource-constrained devices, e.g., microcontrollers. The decentralized processing is a step towards ubiquitous computing enabling the implementation of Internet of Things (IoT) applications. RcdMathLib is modular- and layer-based, whereby different modules allow for algebraic operations such as vector and matrix operations or decompositions. RcdMathLib also comprises a utilities-module providing sorting and filtering algorithms as well as methods generating random variables. It enables solving linear and nonlinear equations based on efficient decomposition approaches such as the Singular Value Decomposition (SVD) algorithm. The open source library also provides optimization methods such as Gauss–Newton and Levenberg–Marquardt algorithms for solving problems of regression smoothing and curve fitting. Furthermore, a positioning module permits computing positions of IoT devices using algorithms for instance trilateration. This module also enables the optimization of the position by performing a method to reduce multipath errors on the mobile device. The library is implemented and tested on resource-limited IoT as well as on full-fledged operating systems. The open source software library is hosted on a GitLab repository

Journal or Publication Title: Sensors
Journal volume: 21
Number: 5
Publisher: MDPI
Collation: 23 Seiten
Classification DDC: 000 Allgemeines, Informatik, Informationswissenschaft > 004 Informatik
600 Technik, Medizin, angewandte Wissenschaften > 690 Hausbau, Bauhandwerk
Divisions: 13 Department of Civil and Environmental Engineering Sciences > Institute of Construction Management
Date Deposited: 25 Aug 2021 12:12
Last Modified: 25 Aug 2021 12:12
DOI: 10.26083/tuprints-00019320
Corresponding Links:
URN: urn:nbn:de:tuda-tuprints-193209
URI: https://tuprints.ulb.tu-darmstadt.de/id/eprint/19320
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