Service offloading oriented edge server placement in smart farming

2020 ◽  
Author(s):  
Jie Zhang ◽  
Xiang Li ◽  
Xuyun Zhang ◽  
Yuan Xue ◽  
Gautam Srivastava ◽  
...  
Keyword(s):  
Oriented Edge ◽  
Smart Farming ◽  
Server Placement

Smart Farming Using Machine Learning and IoT

2021 ◽  
pp. 13-34
Author(s):  
Alo Sen ◽  
Rahul Roy ◽  
Satya Ranjan Dash
Keyword(s):  
Machine Learning ◽  
Smart Farming

scholarly journals Design and Analysis of Photovoltaic Powered Battery-Operated Computer Vision-Based Multi-Purpose Smart Farming Robot

Agronomy ◽  
2021 ◽  
Vol 11 (3) ◽  
pp. 530
Author(s):  
Aneesh A. Chand ◽  
Kushal A. Prasad ◽  
Ellen Mar ◽  
Sanaila Dakai ◽  
Kabir A. Mamun ◽  
...  
Keyword(s):  
Computer Vision ◽  
Storage Tank ◽  
Agricultural Sector ◽  
Pesticide Use ◽  
Vertical Orientation ◽  
Power Profile ◽  
Smart Farming ◽  
Fully Automatic ◽  
Solar Powered ◽  
Spraying Process

Farm machinery like water sprinklers (WS) and pesticide sprayers (PS) are becoming quite popular in the agricultural sector. The WS and PS are two distinct types of machinery, mostly powered using conventional energy sources. In recent times, the battery and solar-powered WS and PS have also emerged. With the current WS and PS, the main drawback is the lack of intelligence on water and pesticide use decisions and autonomous control. This paper proposes a novel multi-purpose smart farming robot (MpSFR) that handles both water sprinkling and pesticide spraying. The MpSFR is a photovoltaic (PV) powered battery-operated internet of things (IoT) and computer vision (CV) based robot that helps in automating the watering and spraying process. Firstly, the PV-powered battery-operated autonomous MpSFR equipped with a storage tank for water and pesticide drove with a programmed pumping device is engineered. The sprinkling and spraying mechanisms are made fully automatic with a programmed pattern that utilizes IoT sensors and CV to continuously monitor the soil moisture and the plant’s health based on pests. Two servo motors accomplish the horizontal and vertical orientation of the spraying nozzle. We provided an option to remotely switch the sprayer to spray either water or pesticide using an infrared device, i.e., within a 5-m range. Secondly, the operation of the developed MpSFR is experimentally verified in the test farm. The field test’s observed results include the solar power profile, battery charging, and discharging conditions. The results show that the MpSFR operates effectively, and decisions on water use and pesticide are automated.

A novel Latency-Guaranteed based Resource Double Auction for market-oriented edge computing

2021 ◽  
Vol 189 ◽  
pp. 107873
Author(s):  
Jie Lin ◽  
Lin Huang ◽  
Hanlin Zhang ◽  
Xinyu Yang ◽  
Peng Zhao
Keyword(s):  
Edge Computing ◽  
Double Auction ◽  
Oriented Edge

Smart Contract-Based Blockchain-Envisioned Authentication Scheme for Smart Farming

2021 ◽  
pp. 1-1
Author(s):  
Anusha Vangala ◽  
Anil Kumar Sutrala ◽  
Ashok Kumar Das ◽  
Minho Jo
Keyword(s):  
Authentication Scheme ◽  
Smart Contract ◽  
Smart Farming

scholarly journals Edge computing server placement with capacitated location allocation

2021 ◽  
Vol 153 ◽  
pp. 130-149 ◽  
Author(s):  
Tero Lähderanta ◽  
Teemu Leppänen ◽  
Leena Ruha ◽  
Lauri Lovén ◽  
Erkki Harjula ◽  
...  
Keyword(s):  
Edge Computing ◽  
Location Allocation ◽  
Server Placement ◽  
Capacitated Location

Preference-aware Edge Server Placement in the Internet of Things

2021 ◽  
pp. 1-1
Author(s):  
Yuanyi Chen ◽  
Yihao Lin ◽  
Zengwei Zheng ◽  
Peng Yu ◽  
Jiaxing Shen ◽  
...  
Keyword(s):  
Internet Of Things ◽  
The Internet ◽  
Server Placement ◽  
The Internet Of Things
Sign in / Sign up

Export Citation Format

Share Document