Environmental monitoring with the help of Internet of Things (loT) and machine learning

Environmental monitoring with the help of Internet of Things (loT) and machine learning

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2020.

Manylion Llyfryddiaeth
Prif Awduron:	Alam, Md. Sakirul, Ahsan, Farshid, Sarker, Anik
Awduron Eraill:	Islam, Md. Motaharul
Fformat:	Traethawd Ymchwil
Iaith:	English
Cyhoeddwyd:	Brac University 2021
Pynciau:	IoT Air monitoring Multi-Layer Perception Principal Com- ponent Analysis Long Short Term Memory Machine Learning Internet of Things
Mynediad Ar-lein:	http://hdl.handle.net/10361/14636

Eitemau Tebyg

Internet of Things (IoT) based air quality index measurement system for Dhaka city
gan: Aurangajeb, Raoha, et al.
Cyhoeddwyd: (2022)

Conversion of Bengali speech to text using long short-term memory(LSTM)
gan: Chowdhury, Mohammad Fahim, et al.
Cyhoeddwyd: (2021)

Air quality monitoring at an indoor location
gan: Tonmoy, Tahsin Abrar, et al.
Cyhoeddwyd: (2024)

IoT based health monitoring system for pregnant women & children
gan: Ohana, Fariha Islam, et al.
Cyhoeddwyd: (2022)

Real time environmental parameter analysis using IOT based platform
gan: Redwan, Md. Azharduddin, et al.
Cyhoeddwyd: (2021)

Implementation of machine learning to estimate the air pollutants such as Carbon dioxide, methane, nitrous oxide and total greenhouse gas emissions in Bangladesh
gan: Biswas, Sunanda, et al.
Cyhoeddwyd: (2022)

The application of Internet Of Things (IoT) to the traditional power grid
gan: Morshed, Ragib, et al.
Cyhoeddwyd: (2020)

IoT based health monitoring system for elderly people
gan: Mubin, Mohammed Fathe, et al.
Cyhoeddwyd: (2017)

The influence of IoT-based agrotech system in Bangladesh on developing urban farming
gan: Barua, Pranto
Cyhoeddwyd: (2023)

Utilizing machine learning to project the nancial outcomes of reconnecting with potential customers of the same industry
gan: Hossain, Shoumik, et al.
Cyhoeddwyd: (2022)

An IOT based home automation and chemical detector with real time data analysis
gan: Kumkum, Amina
Cyhoeddwyd: (2022)

Secured Internet of Things (IoT) Model using Blockchain
gan: Khan, Abdul Muneem, et al.
Cyhoeddwyd: (2021)

Advance waterway transport system based on Internet of Things (IoT)
gan: Miah, MD Imtiaj, et al.
Cyhoeddwyd: (2024)

Investigation of energy harvesting in Cognitive Internet of Things (CIOT) network
gan: Nayeem, Mohammad Sultan Shafayat, et al.
Cyhoeddwyd: (2019)

Cow health monitoring and disease detection
gan: Ahmed, Safayet, et al.
Cyhoeddwyd: (2023)

IoT based parking system: prospects, challenges, and beyond
gan: Quader, Shafquat Mahmud, et al.
Cyhoeddwyd: (2022)

Automated street light controlling prototype system with server control
gan: Islam, Tajwarul, et al.
Cyhoeddwyd: (2021)

IoT security risk analysis
gan: Sakib, Nazmus, et al.
Cyhoeddwyd: (2020)

Implementation of an IoT based home automation system using real time sensors
gan: Mandal, Dipta, et al.
Cyhoeddwyd: (2019)

Air pollution monitoring system for smart city
gan: Khan, Md. Hasib Bin Hossain, et al.
Cyhoeddwyd: (2018)

Design and development of IoT based comprehensive system for emergency assistance
gan: Habib, Sahriar, et al.
Cyhoeddwyd: (2021)

Implementation of IoT based smart classroom: Room occupancy estimation, automatic seat allocation and environment monitoring
gan: Hassan, Rakin, et al.
Cyhoeddwyd: (2021)

IoT based maternal health risk detection system
gan: Tabassum, Tasnia, et al.
Cyhoeddwyd: (2024)

An IoT based smart stick for blind and visually impaired person
gan: Sultana, Nigar
Cyhoeddwyd: (2022)

IoT based medicine dispenser for improving medication adherence
gan: Raisa, Fatima Fairuz, et al.
Cyhoeddwyd: (2023)

IoT based brain-wave assistive system for paralyzed individuals
gan: Monowara, Syeda Maliha, et al.
Cyhoeddwyd: (2021)

A highly efficient solar powered IoT based irrigation system
gan: Khan, Farhan Hasin, et al.
Cyhoeddwyd: (2023)

Data security model using deep learning and edge computing for Internet of Things (IoT) in smart city
gan: Aziz, Md. Yasin, et al.
Cyhoeddwyd: (2021)

The influence of neuromarketing: machine learning based empirical analysis
gan: Muktadir, MD. Abdullah Al, et al.
Cyhoeddwyd: (2024)

Short term load forecasting based on Internet of Things (IoT)
gan: Uz Zaman, Mahdi, et al.
Cyhoeddwyd: (2018)

IOT based monitoring and automation system for a smart home
gan: Haider, Md. Riffat
Cyhoeddwyd: (2021)

Real time traffic analysis using decentralized SIOT
gan: Mostafi, Sifatul, et al.
Cyhoeddwyd: (2018)

Modeling and simulation of a gas detecting device for providing safety; and reducing the risk of accidents due to gas explosion or fire
gan: Khan, Rafsan, et al.
Cyhoeddwyd: (2022)

Fog based service oriented IOT infrastructure
gan: Heya, Tasnia Ashrafi, et al.
Cyhoeddwyd: (2017)

Machine learning based data processing and latency reduction in the internet of things for agriculture
gan: Rahman, Sajeed Ur, et al.
Cyhoeddwyd: (2019)

IoT based real-time synchronized clock
gan: Haq, Mohammad Moinul, et al.
Cyhoeddwyd: (2018)

Multi-layer security analysis and implementation of smartphone based ATM
gan: Farid, Imran, et al.
Cyhoeddwyd: (2017)

Investigation of cognitive wireless and power line network using internet of things
gan: Roy, Onimesh, et al.
Cyhoeddwyd: (2019)

IoT based automated entry system with integration of Covid-19 symptom detection
gan: Ruhin, Rubaiyat Alam, et al.
Cyhoeddwyd: (2024)

IoT based smart biofloc monitoring and maintenance system
gan: Podder, Saurov, et al.
Cyhoeddwyd: (2024)