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IEEE Sensors Journal
Scopus
ISSN 1530-437X · IEEE Sensors Council · 9 artikel di indeks
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Artikel Jurnal Teks lengkap
Challenges, Applications, and Future of Wireless Sensors in Internet of Things: A Review
The addition of massive machine type communication (mMTC) as a category of Fifth Generation (5G) of mobile communication, have increased the popularity of Internet of Things (IoT). The sensors are one of the critical component of any IoT device. Although the sensors posses a well-known historical…
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Artikel Jurnal Teks lengkap
Stability of Metal Oxide Semiconductor Gas Sensors: A Review
Sensor stability is defined as the ability to maintain a relatively stable and repeatable signal over a sufficient period. Long-term stability for gas sensors is an essential capability for carrying out long-term data collection of human exhaled breath, environmental monitoring and other gas…
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Artikel Jurnal Teks lengkap
Machine Learning for Microcontroller-Class Hardware: A Review
The advancements in machine learning opened a new opportunity to bring intelligence to the low-end Internet-of-Things nodes such as microcontrollers. Conventional machine learning deployment has high memory and compute footprint hindering their direct deployment on ultra resource-constrained…
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Towards Precision Agriculture: IoT-Enabled Intelligent Irrigation Systems Using Deep Learning Neural Network
Recently, precision agriculture has gained substantial attention due to the ever-growing world population demands for food and water. Consequently, farmers will need water and arable land to meet this demand. Due to the limited availability of both resources, farmers need a solution that changes…
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Artikel Jurnal Teks lengkap
Unmanned Aerial Vehicles in Smart Agriculture: Applications, Requirements, and Challenges
In the next few years, smart farming will reach each and every nook of the world. The prospects of using unmanned aerial vehicles (UAV) for smart farming are immense. However, the cost and the ease in controlling UAVs for smart farming might play an important role for motivating farmers to use UAVs…
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Artificial Intelligence-Based Sensors for Next Generation IoT Applications: A Review
Sensors play a vital role in our daily lives and are an essential component for Internet of Things (IoT) based systems as they enable the IoT to collect data to take smart and intelligent decisions. Recent advances in IoT systems, applications, and technologies, including industrial Cyber-Physical…
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Artikel Jurnal Teks lengkap
mm-Pose: Real-Time Human Skeletal Posture Estimation Using mmWave Radars and CNNs
In this paper, mm-Pose, a novel approach to detect and track human skeletons in real-time using an mmWave radar, is proposed. To the best of the authors' knowledge, this is the first method to detect >15 distinct skeletal joints using mmWave radar reflection signals. The proposed method would find…
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Artikel Jurnal
Sensor-Fault Detection, Isolation and Accommodation for Digital Twins via Modular Data-Driven Architecture
Sensor technologies empower Industry 4.0 by enabling integration of in-field and real-time raw data into digital twins. However, sensors might be unreliable due to inherent issues and/or environmental conditions. This article aims at detecting anomalies in measurements from sensors, identifying the…
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Artikel Jurnal Teks lengkap
Continuous Human Activity Classification From FMCW Radar With Bi-LSTM Networks
Recognition of human movements with radar for ambient activity monitoring is a developed area of research that yet presents outstanding challenges to address. In real environments, activities and movements are performed with seamless motion, with continuous transitions between activities of…