Throughput and Lifetime Enhancement of WSNs Using Transmission Power Control and Q-learning

A Kundaliya, S Kumar, DK Lobiyal - Wireless Personal Communications, 2023 - Springer
In this paper, a Q-learning algorithm is proposed to improve the performance of the routing
in the Wireless Sensor Networks (WSNs). We have also combined transmission power …

REA-RP: Residual Energy Aware Routing Protocol for Wireless Sensor Network

A Kundaliya, DK Lobiyal - Proceedings of 6th International Conference on …, 2021 - Springer
In a wireless sensor network (WSN), energy constraint on sensor nodes is primarily due to
limited supply of power from the battery. Major share of battery power is utilized in …

CL-TPC: A cross layer transmission power control protocol for routing in WSN

A Kundaliya, DK Lobiya - 2020 International conference on …, 2020 - ieeexplore.ieee.org
In this paper, a routing protocol named CL-TPC is proposed. The protocol suggests a cross
layer solution, which comprises transport, network, Medium Access Control (MAC), and …

[PDF][PDF] QLearning BASED ROUTING PROTOCOL TO ENHANCE NETWORK LIFETIME IN WSNS

AKDK Lobiyal - academia.edu
In resource constraint Wireless Sensor Networks (WSNs), enhancement of network lifetime
has been one of the significantly challenging issues for the researchers. Researchers have …

[CITATION][C] Anna Mariya Thomson M, 854 Anoop K, 610 Ansamma John, 429

…, A Majumder, S Arunad, K Arunesh, A Kundaliya… - ieeexplore.ieee.org
… Arun Agarwal, 698 Arun SB, 143 Arun S Tigadi, 1273 Arun Varghese, 403 Aruna D, 599
Aruna Devi M, 536 Arunabha Majumder, 143 Arunad S, 599 Arunesh K , 885 Arunesh K …

[BOOK][B] Proceedings of 6th International Conference on Recent Trends in Computing: ICRTC 2020

RP Mahapatra, BK Panigrahi, BK Kaushik, S Roy - 2021 - books.google.com
This book is a collection of high-quality peer-reviewed research papers presented at Sixth
International Conference on Recent Trends in Computing (ICRTC 2020) held at SRM Institute …

Improving performance of WSNs in IoT applications by transmission power control and adaptive learning rates in reinforcement learning

A Chaukiyal - Telecommunication Systems, 2024 - Springer
The paper investigates the effect of controlling the transmission power used for communication
of data packets at physical layer to prolong longevity of network and adaptive learning …

Experimental Design of a Delay Reduction Model using Enhanced Routing Protocol to Ensure Lifetime Enhancement of Nodes in Wireless Sensor Network

K Kannan, S Diwakaran, R Ratheesh… - 2024 Ninth …, 2024 - ieeexplore.ieee.org
This study introduces an innovative approach to enhance the longevity of nodes in wireless
sensor networks (WSNs) by mitigating delays through an improved routing protocol. In WSNs…

[HTML][HTML] IJCNC 04

QLBRP TO, ENLIN WSNS - ijcnc.com
In resource constraint Wireless Sensor Networks (WSNs), enhancement of network lifetime
has been one of the significantly challenging issues for the researchers. Researchers have …

[CITATION][C] Q-learning based routing protocol to enhance network lifetime in WSNs

A Kundaliya, DK Lobiyal - International Journal of Computer Networks and …, 2021