Molecular communications techniques for the internet of bio-nano things

Detalhes bibliográficos
Autor(a) principal: Figueiredo, Sofia Alexandra Duarte
Data de Publicação: 2021
Tipo de documento: Dissertação
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10071/24031
Resumo: The ”Internet of Bio-Nano Things” (IoBNT) is a new networking paradigm defined as the interconnection of nanoscale devices. IoBNT is a revolutionizing concept that will likely enable a wide range of applications, in particular, it is envisioned that healthcare systems will be transformed with the development and integration of body-centric networks into future generations of communication systems. Within this context, molecular communications (MC) emerge as the most promising way of transmitting information for in-body communications, due to being inherently biocompatible, energy-efficient, and robust in physiological conditions. One of the biggest challenges is how to minimize the effects of environmental noise and reduce intersymbol interference (ISI) which can be very high in an MC via diffusion scenario. Analogous to traditional communications, channel coding is one of the most promising types of techniques for addressing this problem. This work is based on the study and evaluation of novel energy efficient and low complexity coding, modulation and detection schemes for MC. With a special focus on the implementation of Tomlinson, Cercas, Hughes (TCH) codes as a new attractive approach for the MC environment, due to the particular codeword properties which enable simplified detection. Simulation results show that TCH codes are more effective for these scenarios when compared to other existing alternatives, without introducing too much complexity or processing power into the system. Furthermore, an experimental macroscale proof-of-concept is described, which uses pH as the information carrier and demonstrates that the proposed TCH codes can improve the reliability in this type of communication channel.
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spelling Molecular communications techniques for the internet of bio-nano thingsFuture wireless networksMolecular communicationsDiffusion-basedTCH codesFuturas redes sem fiosComunicações molecularesDifusão -- DiffusionCodificação de canal -- Channel encodingCódigos TCHThe ”Internet of Bio-Nano Things” (IoBNT) is a new networking paradigm defined as the interconnection of nanoscale devices. IoBNT is a revolutionizing concept that will likely enable a wide range of applications, in particular, it is envisioned that healthcare systems will be transformed with the development and integration of body-centric networks into future generations of communication systems. Within this context, molecular communications (MC) emerge as the most promising way of transmitting information for in-body communications, due to being inherently biocompatible, energy-efficient, and robust in physiological conditions. One of the biggest challenges is how to minimize the effects of environmental noise and reduce intersymbol interference (ISI) which can be very high in an MC via diffusion scenario. Analogous to traditional communications, channel coding is one of the most promising types of techniques for addressing this problem. This work is based on the study and evaluation of novel energy efficient and low complexity coding, modulation and detection schemes for MC. With a special focus on the implementation of Tomlinson, Cercas, Hughes (TCH) codes as a new attractive approach for the MC environment, due to the particular codeword properties which enable simplified detection. Simulation results show that TCH codes are more effective for these scenarios when compared to other existing alternatives, without introducing too much complexity or processing power into the system. Furthermore, an experimental macroscale proof-of-concept is described, which uses pH as the information carrier and demonstrates that the proposed TCH codes can improve the reliability in this type of communication channel.A ”Internet das Coisas” Bio-Nano é um novo paradigma de rede definido como a interconexão de dispositivos nano escala. Este é um conceito revolucionário que espectavelmente permitirá uma vasta gama de aplicações. Em particular, prevê-se que os sistemas de saúde sejam transformados com a integração de redes centradas no corpo, em futuras gerações de sistemas de comunicação. Neste contexto, as comunicações moleculares (CM) emergem como a forma mais promissora de transmitir informação, devido ao facto de serem intrinsecamente biocompatíveis, eficientes em termos energéticos e robustos em condições fisiológicas. Um dos maiores desafios é como minimizar os efeitos do ruído ambiental e reduzir a interferência intersimbólica que pode ser muito elevada num cenário de CM por difusão. A codificação de canal é um dos tipos de técnicas mais promissoras para abordar este problema. Este trabalho baseia-se na avaliação da modulação, da deteção e de novos esquemas de codificação energeticamente eficientes e de baixa complexidade aplicados em CM. Com especial foco, na implementação de códigos Tomlinson, Cercas, Hughes (TCH) como uma nova abordagem para um ambiente de CM, devido às suas particulares propriedades das palavras de código, que permitem uma deteção simplificada. Os resultados das simulações mostram que os códigos TCH são mais eficazes para estes cenários quando comparados com outras alternativas existentes, sem introduzir demasiada complexidade ou poder de processamento no sistema. Adicionalmente, é descrita uma experiência macroscópica, que utiliza o pH como portador de informação, demonstrando que os códigos TCH propostos podem melhorar a fiabilidade para CM.2022-01-12T16:04:58Z2021-12-14T00:00:00Z2021-12-142021-11info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisapplication/pdfhttp://hdl.handle.net/10071/24031TID:202835251engFigueiredo, Sofia Alexandra Duarteinfo:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2023-11-09T17:31:49Zoai:repositorio.iscte-iul.pt:10071/24031Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T22:14:19.372948Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv Molecular communications techniques for the internet of bio-nano things
title Molecular communications techniques for the internet of bio-nano things
spellingShingle Molecular communications techniques for the internet of bio-nano things
Figueiredo, Sofia Alexandra Duarte
Future wireless networks
Molecular communications
Diffusion-based
TCH codes
Futuras redes sem fios
Comunicações moleculares
Difusão -- Diffusion
Codificação de canal -- Channel encoding
Códigos TCH
title_short Molecular communications techniques for the internet of bio-nano things
title_full Molecular communications techniques for the internet of bio-nano things
title_fullStr Molecular communications techniques for the internet of bio-nano things
title_full_unstemmed Molecular communications techniques for the internet of bio-nano things
title_sort Molecular communications techniques for the internet of bio-nano things
author Figueiredo, Sofia Alexandra Duarte
author_facet Figueiredo, Sofia Alexandra Duarte
author_role author
dc.contributor.author.fl_str_mv Figueiredo, Sofia Alexandra Duarte
dc.subject.por.fl_str_mv Future wireless networks
Molecular communications
Diffusion-based
TCH codes
Futuras redes sem fios
Comunicações moleculares
Difusão -- Diffusion
Codificação de canal -- Channel encoding
Códigos TCH
topic Future wireless networks
Molecular communications
Diffusion-based
TCH codes
Futuras redes sem fios
Comunicações moleculares
Difusão -- Diffusion
Codificação de canal -- Channel encoding
Códigos TCH
description The ”Internet of Bio-Nano Things” (IoBNT) is a new networking paradigm defined as the interconnection of nanoscale devices. IoBNT is a revolutionizing concept that will likely enable a wide range of applications, in particular, it is envisioned that healthcare systems will be transformed with the development and integration of body-centric networks into future generations of communication systems. Within this context, molecular communications (MC) emerge as the most promising way of transmitting information for in-body communications, due to being inherently biocompatible, energy-efficient, and robust in physiological conditions. One of the biggest challenges is how to minimize the effects of environmental noise and reduce intersymbol interference (ISI) which can be very high in an MC via diffusion scenario. Analogous to traditional communications, channel coding is one of the most promising types of techniques for addressing this problem. This work is based on the study and evaluation of novel energy efficient and low complexity coding, modulation and detection schemes for MC. With a special focus on the implementation of Tomlinson, Cercas, Hughes (TCH) codes as a new attractive approach for the MC environment, due to the particular codeword properties which enable simplified detection. Simulation results show that TCH codes are more effective for these scenarios when compared to other existing alternatives, without introducing too much complexity or processing power into the system. Furthermore, an experimental macroscale proof-of-concept is described, which uses pH as the information carrier and demonstrates that the proposed TCH codes can improve the reliability in this type of communication channel.
publishDate 2021
dc.date.none.fl_str_mv 2021-12-14T00:00:00Z
2021-12-14
2021-11
2022-01-12T16:04:58Z
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dc.identifier.uri.fl_str_mv http://hdl.handle.net/10071/24031
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