To improve agricultural production prediction in the context of precision agriculture, this research investigates the combination of machine learning algorithms with IoT technologies. Using cutting-edge technology, pr...
详细信息
To improve agricultural production prediction in the context of precision agriculture, this research investigates the combination of machine learning algorithms with IoT technologies. Using cutting-edge technology, precision agriculture provides creative ways to meet the rising need for food production to feed a growing global population. IoT devices, such as sensors and drones, gather large volumes of data on crop health, temperature, humidity, and soil moisture. Accurate crop production projections are produced by processing this data using machine learning techniques. These algorithms can find patterns and connections in historical and current data, which helps farmers make well-informed choices about pest control, fertilization, and irrigation. The uses of machine learning methods, including neural networks, decision trees, and regression models, in agricultural production prediction are covered in this research. The potential for revolutionizing agricultural methods via the combination of IoT and machine learning is enormous, as it might enhance sustainability, efficiency, and crop yields to satisfy the needs of an expanding population.
Dealing with uncertainty is an important issue in artificial intelligence, as real-world data and scenarios often come with uncertainty. The existence of uncertainty requires artificial intelligence systems to have th...
详细信息
Iterative shrinkage thresholding algorithm (ISTA), fast ISTA (FISTA) and alternating direction method of multipliers (ADMM) based algorithm are well known convex optimization algorithms based on proximal splitting for...
详细信息
The use of electro-optical imaging system for commercial, military, or surveillance missions, as well as space scientific missions, dates back to the first successful operation aboard the US Explorer-6 spacecraft, whi...
详细信息
The use of electro-optical imaging system for commercial, military, or surveillance missions, as well as space scientific missions, dates back to the first successful operation aboard the US Explorer-6 spacecraft, which was the first spacecraft to capture low-resolution images of the Earth's surface, and the Luna-3 space probe, which was the first spacecraft to send images of the lunar far side, in 1959. The technology underlying EO system have evolved over time, with advances in optics, electronics, and materials science leading to the development of more sophisticated and capable imaging sensors. Furthermore, the technological advances in sensors, optics, mechanics, material, signal and image processingalgorithms have allowed EO payloads to become smaller, lighter, and more efficient while still providing high-quality imagery. Over 840 small spacecraft weighing less than 500 kg were launched, with 80% in the constellation segment and 20% as monolithic satellites (i.e., single spacecraft equipped with an electro-optical imaging instrument launched into space for various missions). In this paper, the electro-optical imaging systems of these spacecraft were reviewed using data from a variety of sources, including peer-reviewed journal publications, conference proceedings, mission webpages, and other publicly available satellite databases. Furthermore, the technological and commercial expansion of small spacecraft (<500 kg) equipped with electro-optical imaging systems, as well as EO-COTS parametric performance values such as GSD, spectral range, field of view, and sensor type, are discussed through 2023, divided by spacecraft type: SSO satellites, Small spacecraft constellation, Deep space spacecraft, and EO commercialization.
Given a graph G and a positive integer k, the Graphlet Sampling problem asks to sample a connected induced k-vertex subgraph of G uniformly at random. Graphlet sampling enhances machine learning applications by transf...
The article presents the concept of the methodology for calculating the service speed for self-driving cars. Service speed is the speed that is primarily safe in the current traffic situation and most comfortable from...
详细信息
information transmission through light has attained significant advancements in the fields of both optical fiber communication (OFC) and optical wireless communication (OWC) systems. These advancements have been exami...
详细信息
ISBN:
(纸本)9783031770777
information transmission through light has attained significant advancements in the fields of both optical fiber communication (OFC) and optical wireless communication (OWC) systems. These advancements have been examined by numerous researchers by employing pioneering modulation schemes, adaptive optics, advanced signal processingalgorithms, advancement in materials, and employing sophisticated network architectures for wide variety of applications such as: military;defense;healthcare;satellite;internet of things;and telecommunications. However, the primary factors which affecting the OFC systems are signal attenuation, dispersion, reliability, robustness, and security even though there exists a predominant development. In addition, atmospheric attenuation (due to absorption and scattering), turbulences, climate conditions (fog, rain, snow, dense fog etc,.), alignment and tracking, interference, range constraints, and security are the major challenges in OWC systems in spite of having advanced approaches from past few decades. Hence, these challenges are need to be addressed in order to achieve reliable and high-speed data transmission. This could be possible with the integration of OFC and OWC with emerging quantum communication technologies (quantum key distribution, quantum entanglement, quantum repeaters, quantum sensing, and quantum secured OWC links). Therefore, this work presents the recent advancements in the fields of OFC and OWC systems with the state-of-art-of techniques and approaches. The primary research challenges related to security, speed, range, capacity and adaptability of both OWC and OFC are outlined. In addition, the possible integration of these systems with quantum communication technologies and the recent progression have been outlined. Finally, the possibility of future research direction towards the quantum OFC, quantum OWC have been discussed for ensuring and revealing the full potential of quantum enhanced optical communication systems.
False Data Injection Attacks (FDIAs) are a common security threat to power systems, where an attacker injects false data into the system to interfere with its normal operation. Most of the current research on false da...
详细信息
This study explores advancements in Beyond 5G (B5G) communication systems, focusing on improving signal quality, system efficiency, and energy management. We assess the impact of Digital Beamforming (DBF), Direction o...
详细信息
In response to the problem that the current image processing technology and underwater target recognition algorithms are not yet mature enough in the field of underwater archaeology, this article innovatively applies ...
详细信息
暂无评论