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VIT-AP University Researcher Has Published New Study Findings on Sensor Research (Energy-Efficient LoRa Routing for Smart Grids)

  • Mar 29, 2023
Network Daily News

2023 MAR 28 (NewsRx) -- By a News Reporter-Staff News Editor at Network Daily News -- New study results on sensor research have been published. According to news reporting from Andhra Pradesh, India, by NewsRx journalists, research stated, “Energy-efficient routing protocols in Internet of Things (IoT) applications are always of colossal importance as they improve the network’s longevity.”

Funders for this research include Vit-ap University.

Our news editors obtained a quote from the research from VIT-AP University: “The smart grid (SG) application of the IoT uses advanced metring infrastructure (AMI) to read and record power consumption periodically or on demand. The AMI sensor nodes in a smart grid network sense, process, and transmit information, which require energy, which is a limited resource and is an important parameter required to maintain the network for a longer duration. The present work discusses a novel energy-efficient routing criterion in an SG environment realised using LoRa nodes. Firstly, a modified LEACH protocol-cumulative low-energy adaptive clustering hierarchy (Cum_LEACH) is proposed for cluster head selection among the nodes. It uses the cumulative energy distribution of the nodes to select the cluster head. Furthermore, for test packet transmission, multiple optimal paths are created using the quadratic kernelised African-buffalo-optimisation-based LOADng (qAB_LOADng) algorithm.”

According to the news editors, the research concluded: “The best optimal path is selected from these multiple paths using a modified version of the MAX algorithm called the SMAx algorithm. This routing criterion showed an improved energy consumption profile of the nodes and the number of active nodes after running for 5000 iterations compared to standard routing protocols such as LEACH, SEP, and DEEC.”

For more information on this research see: Energy-Efficient LoRa Routing for Smart Grids. Sensors, 2023,23(6). (Sensors - The publisher for Sensors is MDPI AG.

A free version of this journal article is available at

Our news journalists report that additional information may be obtained by contacting Raja Kishore Repuri, School of Electronics Engineering, VIT-AP University, Amaravati 522237, Andhra Pradesh, India. Additional authors for this research include John Pradeep Darsy.

ORCID is an identifier for authors and includes bibliographic information. The following is ORCID information for the author of this research: Raja Kishore Repuri (


(Our reports deliver fact-based news of research and discoveries from around the world.)



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