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Effect of millet vegetation on received signal strength between CC2538 SoC based sensor nodes operating at 2.4 GHz Radio Frequency (RF)
- Citation Author(s):
- Submitted by:
- PANKAJ PAL
- Last updated:
- Fri, 06/21/2024 - 14:01
- DOI:
- 10.21227/0j8q-nb57
- Data Format:
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- License:
- Categories:
- Keywords:
Abstract
Here we introduce so-far the largest subject-rated database of its kind, namely, "Effect of Millet vegetation on path-loss between CC2538 SoC 32-bit Arm Cortex-M3 based sensor nodes operating at 2.4 GHz Radio Frequency (RF)". This database contains received signal strength measurements collected through campaigns in the IEEE 802.15.4 standard precision agricultural monitoring infrastructure developed for millet crop monitoring from period 03/06/2020 to 04/10/2020.
Here we introduce so-far the largest subject-rated database of its kind, namely, "Effect of millet vegetation on path-loss between CC2538 SoC 32-bit Arm Cortex-M3 based sensor nodes operating at 2.4 GHz Radio Frequency (RF)".
This proposal examines the received signal strength through measurement campaigns in the IEEE 802.15.4 standard precision agricultural monitoring infrastructure developed for millet crop monitoring from period 03/06/2020 to 04/10/2020.
Observations at different node height and vegetation depths in a crop cycle (123 days) with a sampling time of 30 minutes were made in the following two scenarios:
Scenario-1 (Database-1): Nodes of Height=52 cm are deployed and RSS measurements were collected.
Scenario-2 (Database-2): Cluster of nodes with varying height={37,51,64,72,87} are deployed and RSS measurement were collected..
Instructions:
Crop: Pearl millet (JBV3/JHB467)
Database:
Database-1:
Node height: 52
Plantation row spacing: 35 cm
Database-2:
Node height: 37,51,64,72,87
Plantation row spacing: 46 cm
Target farm (geophysical location):
Maharajpura Farmland, Gwalior, Madhya-Pradesh, India, 474005 (lat-26.312131 lon-78.220099)
Sampling/ monitoring duration:
Monitoring period: 03 June 2020 -04 October 2020
Season: Kharif
Sampling rate: 30 minutes
Network parameter:
Hardware resources:
Base station:
Single board computer: Dual-Core ARMCortex-A15 (AM5729)
Gateway: CC2530 packet sniffer (2 unit)
Active channel: 2
Internet connectivity: 4G
Sensor node:
MCU: CC2538
Receiver sensitivity: -75 dBm
Antenna type/gain:
Transmit power: programable(0-7 dBm)
Power-mode: 2
Power source: BL-5c 1020mAh 3.7V 3.8Wh li-ion battery
Software resources:
Operating system: Contiki-ng
Communication protocol stack: μiPv6
Transport/Network layer: ipv6
Data link/physical layer: IEEE 802.15.4-2006
Topology: mesh
Duty-cycling: contikiMAC
File format: .CSV
Data preprocessing:
Raw Data is submitted. Data preprocessing will be required to filter out the effect of battery voltage fluctuation at many instances of the monitoring period.
Network setup:
Refer to paper " 2.4 GHz RF Signal Strength Measurement Campaign in Millet and Paddy Rice vegetation for Development of Reliable IEEE 802.15.4 WSN Crop Monitoring Infrastructure" for detailed network setup.
Dataset Files
- Dataset (Millet height (37,51,64,72,87),Millet height 52, millet plant elevation) millet.zip (46.61 MB)
Documentation
Attachment | Size |
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Database Label | 124.69 KB |