Papers by Najmus Sakib Sizan
With cutting-edge technology development, the agricultural landscape is experiencing a revolution... more With cutting-edge technology development, the agricultural landscape is experiencing a revolutionary transformation. The Internet of Things (IoT)-driven Machine Learning (ML)-Blockchain framework 5.0 for agriculture presented in this paper is a groundbreaking system created to revolutionize crop forecasting and provide farmers with data-driven insights. The framework continually collects real-time data from sensor networks, utilizing the capabilities of the IoT to monitor critical environmental indicators and soil nutrient levels. ML techniques are used to analyze this extensive information, resulting in precise crop projections and customized insights for effective resource management. In this paper, we have experienced that the Support Vector Machine (SVM) model's prediction got an amazing accuracy for crops which is 97.73%. Blockchain technology plays a critical role in this system, providing a decentralized, tamper-proof ledger that ensures data transparency and integrity, bolstering credibility and facilitating collective decision-making among stakeholders, thereby cultivating trust and accountability within the agricultural community. Moreover, to enhance accessibility and engagement, a user-friendly online application has been created to enable stakeholders to access and examine crop projections and historical sensor data, facilitating user engagement and data visualization. The suggested framework imagines a new age in agriculture, where sustainable farming methods and precision farming boost crop yields and give agricultural communities more authority.
Road accidents have become a big concern in Bangladesh. In case of an accident, some people are u... more Road accidents have become a big concern in Bangladesh. In case of an accident, some people are unable to reach a hospital promptly. Ambulance shortages and a lack of a timely method of relaying information to the relevant authorities, the authors have proposed an Internet of Things (IoT) based preventive, detection and emergency solution. The main contribution of this research is to reduce the number of accidents. In this proposed system, a car will stop around 30 cm ahead of any obstacle. The system assesses whether a driver has consumed alcohol. If the sensor detects the presence of alcohol, the driver will be unable to start the car. The sleep sensor continually monitors whether the driver is asleep. The system's architecture reduces the amount of time it takes between an accident occurring in a specific place and Google Streetline determining the shortestpath hospital response. When an accident happens for unknown causes, the server sends an SMS alert with location data to the owner.
Lecture notes in networks and systems, Nov 8, 2022
The population of the world in 2021 was approximate 7.9 billion which will be increased about 10 ... more The population of the world in 2021 was approximate 7.9 billion which will be increased about 10 billion by 2050. In this symphony, the necessity of food and pure water will await about double. On the other hand, the space of free land for agriculture is decreasing day by day. So, it is a very hard challenge for everyone to manage a huge amount of food which is a courtly right for us. Always this challenge is might be a footprint for fulfilling the great demand. For solving such types of problems, we have to connect with the modern technological systems. Nowadays, the Internet of Things (IoT) is an optimal way to prevent such types of challenges. In this paper, we proposed a model by which a farmer can control lighting system, water pump, soil condition, and crops condition with the help of IoT. By implementing such type of model, the farmer will be able to monitor an auto lighting system, an auto water irrigation system, prevent external objects, save the electric power and analyze real-time data which are collected from different types of sensors by using a Wi-Fi system. All the hardware of the proposed model is directly connected with NodeMCU ESP8266. The essential energy of the whole system depends on the solar panel which reduces the cost, saves electricity and makes the total system eco-friendly and cost-effective. By using our proposed model, the farmers can detect the condition of the weather which makes a good impact on agriculture. For the current demand, the proposed model will make a good platform to complete our civil rights in upcoming future.
GUB Journal of Science and Engineering
By natural process, the world population will in-crease day by day. In rhythm, the tendency of th... more By natural process, the world population will in-crease day by day. In rhythm, the tendency of the food will also be rising. So, it is a great challenge to supply food and increase its availability for the huge amount of people of the world, which helps to fulfill their fundamental civil rights. Nowadays, many agriculturedependent countries are fully dependent on the orthodox agriculture process. To develop such types of conditions, people should attract to modern cultivation practices. In the modern era, the Internet of things (IoT) is an optimal solution for preventing such types of challenges. IoT can connect with neoteric agriculture technology. Byusing this technique, farmers can directly connect themselves and control their felds and monitor their feld environmental conditions from anywhere around the world. By the use of unique forms of sensors, models, strategies, and technologies farmers can collect much real-time information and it helps a bearer to increase his productivi...
2022 International Symposium on Information Technology and Digital Innovation (ISITDI)
Road accidents have become a big concern in Bangladesh. In case of an accident, some people are u... more Road accidents have become a big concern in Bangladesh. In case of an accident, some people are unable to reach a hospital promptly. Ambulance shortages and a lack of a timely method of relaying information to the relevant authorities, the authors have proposed an Internet of Things (IoT) based preventive, detection and emergency solution. The main contribution of this research is to reduce the number of accidents. In this proposed system, a car will stop around 30 cm ahead of any obstacle. The system assesses whether a driver has consumed alcohol. If the sensor detects the presence of alcohol, the driver will be unable to start the car. The sleep sensor continually monitors whether the driver is asleep. The system's architecture reduces the amount of time it takes between an accident occurring in a specific place and Google Streetline determining the shortestpath hospital response. When an accident happens for unknown causes, the server sends an SMS alert with location data to the owner.
International Conference on Innovative Computing and Communications, 2022
The population of the world in 2021 was approximate 7.9 billion which will be increased about 10 ... more The population of the world in 2021 was approximate 7.9 billion which will be increased about 10 billion by 2050. In this symphony, the necessity of food and pure water will await about double. On the other hand, the space of free land for agriculture is decreasing day by day. So, it is a very hard challenge for everyone to manage a huge amount of food which is a courtly right for us. Always this challenge is might be a footprint for fulfilling the great demand. For solving such types of problems, we have to connect with the modern technological systems. Nowadays, the Internet of Things (IoT) is an optimal way to prevent such types of challenges. In this paper, we proposed a model by which a farmer can control lighting system, water pump, soil condition, and crops condition with the help of IoT. By implementing such type of model, the farmer will be able to monitor an auto lighting system, an auto water irrigation system, prevent external objects, save the electric power and analyze real-time data which are collected from different types of sensors by using a Wi-Fi system. All the hardware of the proposed model is directly connected with NodeMCU ESP8266. The essential energy of the whole system depends on the solar panel which reduces the cost, saves electricity and makes the total system eco-friendly and cost-effective. By using our proposed model, the farmers can detect the condition of the weather which makes a good impact on agriculture. For the current demand, the proposed model will make a good platform to complete our civil rights in upcoming future.
International Symposium on Information Technology and Digital Innovation (ISITDI), 2022
Road accidents have become a big concern in Bangladesh. In case of an accident, some people are u... more Road accidents have become a big concern in Bangladesh. In case of an accident, some people are unable to reach a hospital promptly. Ambulance shortages and a lack of a timely method of relaying information to the relevant authorities, the authors have proposed an Internet of Things (IoT) based preventive, detection and emergency solution. The main contribution of this research is to reduce the number of accidents. In this proposed system, a car will stop around 30 cm ahead of any obstacle. The system assesses whether a driver has consumed alcohol. If the sensor detects the presence of alcohol, the driver will be unable to start the car. The sleep sensor continually monitors whether the driver is asleep. The system's architecture reduces the amount of time it takes between an accident occurring in a specific place and Google Streetline determining the shortestpath hospital response. When an accident happens for unknown causes, the server sends an SMS alert with location data to the owner.
GUB Journal of Science and Engineering, 2021
By natural process, the world population will in-crease day by day. In rhythm, the tendency of th... more By natural process, the world population will in-crease day by day. In rhythm, the tendency of the food will also be rising. So, it is a great challenge to supply food and increase its availability for the huge amount of people of the world, which helps to fulfill their fundamental civil rights. Nowadays, many agriculturedependent countries are fully dependent on the orthodox agriculture process. To develop such types of conditions, people should attract to modern cultivation practices. In the modern era, the Internet of things (IoT) is an optimal solution for preventing such types of challenges. IoT can connect with neoteric agriculture technology. Byusing this technique, farmers can directly connect themselves and control their felds and monitor their feld environmental conditions from anywhere around the world. By the use of unique forms of sensors, models, strategies, and technologies farmers can collect much real-time information and it helps a bearer to increase his productivity of farming. The goal of this paper is to reconsider some very recent works on smart and prompt agriculture processes. In this review paper, we have spoken about the techniques, and methodologies and summarized the state-of-the-art literature. We also made a comprehensive discussion and profound analysis of those recent works. Finally, we have given some future suggestions about smart farming techniques based on our discussion and analysis.
Australian Journal of Engineering and Innovative Technology, 2022
Traditional farming is labour-intensive, and the need to constantly check crops may be a strain o... more Traditional farming is labour-intensive, and the need to constantly check crops may be a strain on farmers. On another side, agricultural yield space is shrinking by the day. So, without a question, managing a huge amount of food that is legally right for us is a very difficult problem for any human being. There may always be a footprint available to meet the high demand. By achieving the idea of smart farming based on new technology by using the Internet of Things (IoT), the authors have presented a strategy in this study work by which a farmer may manage water irrigation, detect the total amount of brightness, and monitor the moisture level of soil and current status of crops using IoT. By utilizing such a technology, the farmer would obtain an auto lighting system, an auto water irrigation system, prohibit external vehicles, and conserve electricity by utilizing real-time data obtained from various types of sensors and utilizing a Wi-Fi system. The suggested system's hardware is all directly linked to the NodeMCU ESP8266. An algorithm has been created to manage the entire project. The solar panel will supply the entire system's necessary electric power, allowing us to save money, conserve electricity, and make the total system more environmentally friendly. This work’s suggested system can identify meteorological conditions that are beneficial to agriculture. This proposed concept has exceptional performance potential as an interface between sensors as input and the IoT as an output medium. The suggested system is compared to other existing systems in a variety of ways.
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Papers by Najmus Sakib Sizan