Abstract:
This article presents the development of a data acquisition system that uses a hybrid communication network based on long-range (LoRa) modules. This system aims to provid...Show MoreMetadata
Abstract:
This article presents the development of a data acquisition system that uses a hybrid communication network based on long-range (LoRa) modules. This system aims to provide the gathered information over long distances. The proposed hybrid structure minimizes the costs involved in using LoRa transmitters, deploying a wired network to interconnect the sensors and actuators in the vicinity of the transmission point. This structure is compatible with the main existing industrial communication protocols, which facilitates the connection with preinstalled networks. A hydraulic plant was used to test the system having its instrumentation as a form to optimize the water distribution system (WDS) monitoring, where a mean of measurement error of 0.78% was obtained. Moreover, the performance of LoRa modules was evaluated in terms of the quality of data transmission over long distances. A noise analysis was also conducted to evaluate the influence caused on industrial sensors and the interference generated by elements in the environments that affect the considered system. The results demonstrate the viability of the proposed solution for remote and local monitoring of WDSs.
Published in: IEEE Transactions on Instrumentation and Measurement ( Volume: 70)
Funding Agency:

Department of Electrical Engineering (DEE), Federal University of Paraíba (UFPB), João Pessoa, Brazil
Emmanuel Leite de Medeiros was born in João Pessoa, Brazil, in 1995. He graduated in electrical engineering from the Federal University of Paraíba (UFPB), João Pessoa, in 2019. He is currently pursuing the master’s degree in electrical engineering with UFPB.
He is one of the founders of Dinamus, João Pessoa, which develops monitoring and control Internet of Things (IoT) solutions for the industry. His research interests in...Show More
Emmanuel Leite de Medeiros was born in João Pessoa, Brazil, in 1995. He graduated in electrical engineering from the Federal University of Paraíba (UFPB), João Pessoa, in 2019. He is currently pursuing the master’s degree in electrical engineering with UFPB.
He is one of the founders of Dinamus, João Pessoa, which develops monitoring and control Internet of Things (IoT) solutions for the industry. His research interests in...View more

Department of Electrical Engineering (DEE), Federal University of Paraíba (UFPB), João Pessoa, Brazil
Fabrício Braga Soares de Carvalho (Senior Member, IEEE) received the B.Sc., M.Sc., and D.Sc. degrees in electrical engineering from the Federal University of Campina Grande (UFCG), Campina Grande, Brazil, in 2003, 2006, and 2015, respectively.
He is currently an Assistant Professor with the Federal University of Paraíba (UFPB), João Pessoa, Brazil. He is the Founder and the Leader of the Research Group in Communications an...Show More
Fabrício Braga Soares de Carvalho (Senior Member, IEEE) received the B.Sc., M.Sc., and D.Sc. degrees in electrical engineering from the Federal University of Campina Grande (UFCG), Campina Grande, Brazil, in 2003, 2006, and 2015, respectively.
He is currently an Assistant Professor with the Federal University of Paraíba (UFPB), João Pessoa, Brazil. He is the Founder and the Leader of the Research Group in Communications an...View more

Department of Electrical Engineering (DEE), Federal University of Paraíba (UFPB), João Pessoa, Brazil
Juan Moises Mauricio Villanueva (Senior Member, IEEE) was born in Lima, Peru, in 1977. He received the B.Sc. degree in electronic engineering from the National University of Engineering, Lima, in 2002, the M.Sc. degree in electrical engineering from the Federal University of Maranhão, Sao Luis, Brazil, in 2005, and the Ph.D. degree in electrical engineering from the Catholic Pontifical University of Rio de Janeiro, Rio de...Show More
Juan Moises Mauricio Villanueva (Senior Member, IEEE) was born in Lima, Peru, in 1977. He received the B.Sc. degree in electronic engineering from the National University of Engineering, Lima, in 2002, the M.Sc. degree in electrical engineering from the Federal University of Maranhão, Sao Luis, Brazil, in 2005, and the Ph.D. degree in electrical engineering from the Catholic Pontifical University of Rio de Janeiro, Rio de...View more

Department of Electrical Engineering (DEE), Federal Institute of Paraíba (IFPB), João Pessoa, Brazil
Cleumar da Silva Moreira (Member, IEEE) graduated in electrical engineering from the Federal University of Pará (UFPA), Belém, Brazil, in 1998, the master’s degree in electrical engineering from the Federal University of Paraíba (UFPB), João Pessoa, Brazil, in 2000, and the Ph.D. degree in electrical engineering from the Federal University of Campina Grande (UFCG), Campina Grande, Brazil, in 2010.
He was a Professor with t...Show More
Cleumar da Silva Moreira (Member, IEEE) graduated in electrical engineering from the Federal University of Pará (UFPA), Belém, Brazil, in 1998, the master’s degree in electrical engineering from the Federal University of Paraíba (UFPB), João Pessoa, Brazil, in 2000, and the Ph.D. degree in electrical engineering from the Federal University of Campina Grande (UFCG), Campina Grande, Brazil, in 2010.
He was a Professor with t...View more

Department of Electrical Engineering (DEE), Federal University of Paraíba (UFPB), João Pessoa, Brazil
Carlos Alberto de Souza Filho was born in João Pessoa, Brazil, in 1978. He received the bachelor’s, master’s, and D.Sc. degrees in electrical engineering from the Federal University of Campina Grande, Campina Grande, Brazil, in 2003, 2007, and 2017, respectively.
Since 2011, he has been an Assistant Professor with the Department of Electrical Engineering, Federal University of João Pessoa (UFPB), João Pessoa, Brazil, where...Show More
Carlos Alberto de Souza Filho was born in João Pessoa, Brazil, in 1978. He received the bachelor’s, master’s, and D.Sc. degrees in electrical engineering from the Federal University of Campina Grande, Campina Grande, Brazil, in 2003, 2007, and 2017, respectively.
Since 2011, he has been an Assistant Professor with the Department of Electrical Engineering, Federal University of João Pessoa (UFPB), João Pessoa, Brazil, where...View more

Department of Electrical Engineering (DEE), Federal University of Paraíba (UFPB), João Pessoa, Brazil
Emmanuel Leite de Medeiros was born in João Pessoa, Brazil, in 1995. He graduated in electrical engineering from the Federal University of Paraíba (UFPB), João Pessoa, in 2019. He is currently pursuing the master’s degree in electrical engineering with UFPB.
He is one of the founders of Dinamus, João Pessoa, which develops monitoring and control Internet of Things (IoT) solutions for the industry. His research interests include electronics, instrumentation, automation, embedded systems, wireless control systems, and IoT.
Emmanuel Leite de Medeiros was born in João Pessoa, Brazil, in 1995. He graduated in electrical engineering from the Federal University of Paraíba (UFPB), João Pessoa, in 2019. He is currently pursuing the master’s degree in electrical engineering with UFPB.
He is one of the founders of Dinamus, João Pessoa, which develops monitoring and control Internet of Things (IoT) solutions for the industry. His research interests include electronics, instrumentation, automation, embedded systems, wireless control systems, and IoT.View more

Department of Electrical Engineering (DEE), Federal University of Paraíba (UFPB), João Pessoa, Brazil
Fabrício Braga Soares de Carvalho (Senior Member, IEEE) received the B.Sc., M.Sc., and D.Sc. degrees in electrical engineering from the Federal University of Campina Grande (UFCG), Campina Grande, Brazil, in 2003, 2006, and 2015, respectively.
He is currently an Assistant Professor with the Federal University of Paraíba (UFPB), João Pessoa, Brazil. He is the Founder and the Leader of the Research Group in Communications and Signal Processing (GCOMPS). He is one of the authors of the book Spectrum Sensing Techniques and Applications (NY, USA: Momentum Press, 2017). He has published more than 100 papers in journals and conferences. His research interests include the Internet of Things (IoT), wireless communications, and cognitive radio.
Fabrício Braga Soares de Carvalho (Senior Member, IEEE) received the B.Sc., M.Sc., and D.Sc. degrees in electrical engineering from the Federal University of Campina Grande (UFCG), Campina Grande, Brazil, in 2003, 2006, and 2015, respectively.
He is currently an Assistant Professor with the Federal University of Paraíba (UFPB), João Pessoa, Brazil. He is the Founder and the Leader of the Research Group in Communications and Signal Processing (GCOMPS). He is one of the authors of the book Spectrum Sensing Techniques and Applications (NY, USA: Momentum Press, 2017). He has published more than 100 papers in journals and conferences. His research interests include the Internet of Things (IoT), wireless communications, and cognitive radio.View more

Department of Electrical Engineering (DEE), Federal University of Paraíba (UFPB), João Pessoa, Brazil
Juan Moises Mauricio Villanueva (Senior Member, IEEE) was born in Lima, Peru, in 1977. He received the B.Sc. degree in electronic engineering from the National University of Engineering, Lima, in 2002, the M.Sc. degree in electrical engineering from the Federal University of Maranhão, Sao Luis, Brazil, in 2005, and the Ph.D. degree in electrical engineering from the Catholic Pontifical University of Rio de Janeiro, Rio de Janeiro, Brazil, in 2009.
Since September 2012, he has been an Assistant Professor with the Department of Electrical Engineering, Federal University of Paraiba, João Pessoa, Brazil. His research interests include electronic instrumentation and sensors, embedded systems, control systems, and the application of intelligent methods to measurement models.
Juan Moises Mauricio Villanueva (Senior Member, IEEE) was born in Lima, Peru, in 1977. He received the B.Sc. degree in electronic engineering from the National University of Engineering, Lima, in 2002, the M.Sc. degree in electrical engineering from the Federal University of Maranhão, Sao Luis, Brazil, in 2005, and the Ph.D. degree in electrical engineering from the Catholic Pontifical University of Rio de Janeiro, Rio de Janeiro, Brazil, in 2009.
Since September 2012, he has been an Assistant Professor with the Department of Electrical Engineering, Federal University of Paraiba, João Pessoa, Brazil. His research interests include electronic instrumentation and sensors, embedded systems, control systems, and the application of intelligent methods to measurement models.View more

Department of Electrical Engineering (DEE), Federal Institute of Paraíba (IFPB), João Pessoa, Brazil
Cleumar da Silva Moreira (Member, IEEE) graduated in electrical engineering from the Federal University of Pará (UFPA), Belém, Brazil, in 1998, the master’s degree in electrical engineering from the Federal University of Paraíba (UFPB), João Pessoa, Brazil, in 2000, and the Ph.D. degree in electrical engineering from the Federal University of Campina Grande (UFCG), Campina Grande, Brazil, in 2010.
He was a Professor with the Federal Center for Technological Education of Alagoas, Maceió, Brazil, from 2000 to 2007 and the Federal Institute of Alagoas, Palmeira dos Índios, Brazil, from 2007 to 2014. He was a Visiting Scholar at The University of Utah, Salt Lake City, UT, USA, from 2019 to 2020, and UFCG from 2016 to 2017. He is currently a Professor with the Federal Institute of Paraíba (IFPB), João Pessoa. His current research interests are biosensors based on surface plasmon resonance (SPR) and embedded systems reported to biological systems.
Cleumar da Silva Moreira (Member, IEEE) graduated in electrical engineering from the Federal University of Pará (UFPA), Belém, Brazil, in 1998, the master’s degree in electrical engineering from the Federal University of Paraíba (UFPB), João Pessoa, Brazil, in 2000, and the Ph.D. degree in electrical engineering from the Federal University of Campina Grande (UFCG), Campina Grande, Brazil, in 2010.
He was a Professor with the Federal Center for Technological Education of Alagoas, Maceió, Brazil, from 2000 to 2007 and the Federal Institute of Alagoas, Palmeira dos Índios, Brazil, from 2007 to 2014. He was a Visiting Scholar at The University of Utah, Salt Lake City, UT, USA, from 2019 to 2020, and UFCG from 2016 to 2017. He is currently a Professor with the Federal Institute of Paraíba (IFPB), João Pessoa. His current research interests are biosensors based on surface plasmon resonance (SPR) and embedded systems reported to biological systems.View more

Department of Electrical Engineering (DEE), Federal University of Paraíba (UFPB), João Pessoa, Brazil
Carlos Alberto de Souza Filho was born in João Pessoa, Brazil, in 1978. He received the bachelor’s, master’s, and D.Sc. degrees in electrical engineering from the Federal University of Campina Grande, Campina Grande, Brazil, in 2003, 2007, and 2017, respectively.
Since 2011, he has been an Assistant Professor with the Department of Electrical Engineering, Federal University of João Pessoa (UFPB), João Pessoa, Brazil, where he currently coordinates the Automation and Control Laboratory (LAC). His research interests are in the areas of biosensors, electronic and industrial instrumentation, embedded systems, control systems, and automation.
Carlos Alberto de Souza Filho was born in João Pessoa, Brazil, in 1978. He received the bachelor’s, master’s, and D.Sc. degrees in electrical engineering from the Federal University of Campina Grande, Campina Grande, Brazil, in 2003, 2007, and 2017, respectively.
Since 2011, he has been an Assistant Professor with the Department of Electrical Engineering, Federal University of João Pessoa (UFPB), João Pessoa, Brazil, where he currently coordinates the Automation and Control Laboratory (LAC). His research interests are in the areas of biosensors, electronic and industrial instrumentation, embedded systems, control systems, and automation.View more