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Methods and systems for adaptive parameter sampling

A parameter and sampling rate technology, applied in the field of IoT deployment, can solve the problems of increasing storage and network resource consumption, power consumption, etc.

Active Publication Date: 2019-12-06
TATA CONSULTANCY SERVICES LTD
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  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

Additionally, collecting and transmitting data more frequently than necessary consumes valuable power while increasing storage and network resource consumption

Method used

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  • Methods and systems for adaptive parameter sampling
  • Methods and systems for adaptive parameter sampling
  • Methods and systems for adaptive parameter sampling

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Embodiment Construction

[0020]Exemplary embodiments are described with reference to the drawings. In the figures, the left-most digit(s) of a reference number identifies the figure in which the reference number first appears. Wherever convenient, the same reference numbers will be used throughout the drawings to refer to the same or like parts. While examples and features of the disclosed principles are described herein, modifications, adaptations and other implementations are possible without departing from the spirit and scope of the disclosed embodiments. It is intended that the following detailed description be considered exemplary only, with a true scope and spirit being indicated by the appended claims.

[0021] Agriculture is one of the main growth pillars of the country. Every year farmers lose huge amounts of crops to pests and diseases. Diseases caused by adverse environmental conditions can be detected and avoided by careful inspection of parameters such as soil moisture, temperature, r...

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Abstract

The invention relates to methods and systems for adaptive parameter sampling. This disclosure relates to precision agriculture that relies on monitoring micro-climatic conditions of a farm to make accurate disease forecasts for better crop protection and improve yield efficiency. Conventional systems face challenge in managing energy and bandwidth of transmission considering the humongous volume of data generated in a field through IoT based sensors. The present disclosure provides energy-efficient adaptive parameter sampling from the field by optimally configuring the parameter sampling ratethereby maximizing energy-efficiency. This helps reduce unnecessary traffic to a cloud while extending network lifetime.

Description

[0001] priority claim [0002] This application claims priority from Indian Patent Application No. 201821019941 filed on May 28, 2018. The entire contents of the aforementioned applications are hereby incorporated by reference. technical field [0003] The disclosure herein relates generally to precision agriculture, and more specifically, to methods and systems for adaptive sampling of parameters leading to energy-efficient Internet of Things (IoT) deployments. Background technique [0004] It can be seen that farmers lose a large amount of their crops every year due to various diseases caused by unfavorable environmental conditions. Accurate prediction of disease requires continuous monitoring of these conditions, especially the microclimate of the crop. Sensors play a key role in forecasting. With the popularity of sensors, the deployment of Wireless Sensor Networks (WSN) in the field of agriculture is now more massive. This increases the data volume from the sensor n...

Claims

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Application Information

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IPC IPC(8): H04L29/08H04W4/38H04W84/18G06Q50/02G06N3/00
CPCG06Q50/02H04L67/12H04W4/38H04W84/18G06N3/006G01N33/0098G01N33/246Y02A40/10Y04S40/18G01N33/245G01W1/04G01W1/14G06F30/00
Inventor 普拉钦·拉利特·简萨纳特·萨兰吉普拉克鲁蒂·维诺钱德拉·巴特斯里尼瓦苏·帕普拉
Owner TATA CONSULTANCY SERVICES LTD
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