Value Function Mechanism in WSNs-Based Mango Plantation Monitoring System
Source abstract
Abstract
Mango fruit is one of the main fruit commodities that contributes to Taiwan’s income. The implementation of technology is an alternative to increasing the quality and quantity of mango plantation product productivity. In th... | Find, read and cite all the research you need on Tech Science Press
Source: openalex_inverted_index · Quality: baseline
Research context
OpenAlex topics: Wireless Sensor Networks and IoT
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
References (42)
Show source-provided references
1. Development and application of intelligent agricultural planting technology—The case of tea
2. Roslan · 2018 · 1
3. Smart strawberry farming using edge computing and IoT10.3390/s22155866 ↗
4. Deep learning applications for oil palm tree detection and counting
5. IoT-based expert system for fault detection in Japanese Plum leaf-turgor pressure WSN10.1016/j.iot.2023.100829 ↗
6. IoT monitoring system for fig in greenhouse plantation10.37934/araset.31.2.298309 ↗
7. Implementation of IoT in agriculture: A scientific approach for smart irrigation
8. An IoT-based data-driven real-time monitoring system for control of heavy metals to ensure optimal lettuce growth in hydroponic set-ups10.3390/s23010451 ↗
9. Smart agriculture based on WSN and Node.js for monitoring plantations in rural areas: Case region Piura, Peru
10. Smart platform based on IoT and WSN for monitoring and control of a greenhouse in the context of precision agriculture10.1016/j.iot.2023.100830 ↗
11. WSN based microclimate monitoring system on porang plantation
12. Adaptive path planning for fusing rapidly exploring random trees and deep reinforcement learning in an agriculture dynamic environment UAVs10.3390/agriculture13020354 ↗
13. A deep reinforcement learning-based multi-agent area coverage control for smart agriculture10.1016/j.compeleceng.2022.108089 ↗
14. Research on winter wheat growth stages recognition based on mobile edge computing
15. Intelligent control of agricultural irrigation based on reinforcement learning
16. AgriTera: Accurate non-invasive fruit ripeness sensing via sub-terahertz wireless signals
17. Real-time health monitoring in WBANs using hybrid Metaheuristic-Driven Machine Learning Routing Protocol (MDML-RP)10.1016/j.aeue.2023.154723 ↗
18. TSFIS-GWO: Metaheuristic-driven takagi-sugeno fuzzy system for adaptive real-time routing in WBANs10.1016/j.asoc.2024.111427 ↗
19. Learning from data to optimize control in precision farming10.3390/stats3030018 ↗
20. Optimizing crop management with reinforcement learning and imitation learning
21. Boucherie · Markov Decision Processes in Practice · 2017 · 3
22. An immediate-return reinforcement learning for the atypical Markov decision processes10.3389/fnbot.2022.1012427 ↗
23. Sutton · Reinforcement Learning: An Introduction · 2018 · 57
24. A note on the existence of optimal stationary policies for average Markov decision processes with countable states10.1016/j.automatica.2023.110877 ↗
25. Learning in constrained markov devision processes10.1109/TCNS.2022.3203361 ↗
26. Reversible Markov decision processes and the Gaussian free field10.1016/j.sysconle.2022.105382 ↗
27. Computers in industry digital twin composition in smart manufacturing via Markov decision processes10.1016/j.compind.2023.103916 ↗
28. Morales · Grokking Deep Reinforcement Learning · 2020 · 66
29. Winder · Reinforcement Learning Industrial Application of Intelligent Agents · 2021 · 25
30. Graesser · Foundation of Deep Reinforcement Learning: Theory and Practice in Python · 2019 · 26
31. Deep learning, reinforcement learning, and world models10.1016/j.neunet.2022.03.037 ↗
32. Deep reinforcement learning for data‐efficient weakly supervised business process anomaly detection10.1186/s40537-023-00708-5 ↗
33. A deep reinforcement learning real-time recommendation model based on long and short-term preference10.1007/s44196-022-00179-1 ↗
34. Simulating the wireless sensor networks coverage area in a mesh topology
35. Food and Agriculture Microdata Catalogue (FAM) · 2023
36. Machine learning-based smart irrigation monitoring system for agriculture applications using free and low-cost IoT platform
37. A study on oil palm classification for ranong province data fusion and machine learning algorithms10.21163/GT_2023.181.12 ↗
38. Deep reinforcement learning tf-agent-based object tracking with virtual autonomous drone in a game engine10.1109/ACCESS.2023.3325062 ↗
39. DQRE-SCnet: A novel hybrid approach for selecting users in federated learning with deep-Q-reinforcement learning based on spectral clustering
40. DQLRFMG: Design of an augmented fusion of deep Q learning with logistic regression and deep forests for multivariate classification and drading of fruits10.17762/ijritcc.v11i7.7937 ↗
41. Department of Standards and Equal Employment-Ministry of Labor (Taiwan), “Minimum wage to be adjusted to NT$25,250 per month and NT$168 per hour starting January 1, 2022,” Ministry of Labor (Taiwan). Apr. 28, 2022. Accessed: Nov. 13, 2023. [Online]. Available: https://english.mol.gov.tw/21139/21156/47768/post
42. Lee · Electricity Tariff Examination Council Decides Not to Adjust Electricity Prices for Second Half of 2022; Extends Summer Months for High-Voltage Customers, Reduces Rates for Non-Summer Months