Deep Learning for Reducing Redundancy in Madrid's Traffic Sensor Network

L Ding, P Rajapaksha, R Minerva… - 2024 IEEE 49th …, 2024 - ieeexplore.ieee.org
Redundancy reduction plays a critical role in optimizing sensor network performance. This
research proposes a deep-learning approach to identify and eliminate redundant sensors in …

Analysis of Bluetooth Versions (4.0, 4.2, 5, 5.1, and 5.2) for IoT Applications

SD Padiya, VS Gulhane - … Data Analytics and Architectures for Next …, 2022 - igi-global.com
IoT includes many sensors that have to collect the data and send it to the superior nodes; for
such interaction between the IoT devices, various wireless technologies are available, like …

Eddystone-UID Frame with Data Confidentiality and Integrity for Secured Data Broadcasting by BLE Beacons

VS Gulhane, SD Padiya - 2022 - researchsquare.com
Beacons are small-sized embedded devices that periodically broadcasts radio frequency
(RF) signals without establishing a connection so that any other Bluetooth-equipped …

Data Aggregation and Data Fusion in Wireless Sensor Networks: A Review

U Mohammed, O Oshiga, J Lee, JA Bala - The Journal of Contents …, 2023 - dbpia.co.kr
Wireless sensor networks (WSNs) are widely used for a variety of applications, and sensor
nodes (SNs) in these networks are employed to gather data. Unfortunately, there is …

Multi-Object Tracking Sensor Fusion: Radar and LiDAR Integration with Kalman Filtering techniques: Beyond Sight: Radar-LiDAR Fusion for Robust MOT

K Salazar, HV Li - 2024 - diva-portal.org
This thesis presents a multi-object tracking (MOT) sensor fusion framework that integrates
radar and LiDAR sensor data using Kalman Filter techniques. The primary objective is to …

[PDF][PDF] Research, Invention and Development

V Gulhane, S Padiya - 2022 - academia.edu
Current IoT systems are characterized by using resource-constrained electronic devices
therefore new lightweight protocols should be designed to reduce communications costs …

Extended Eddystone-TLM Frame for Sensor Data Broadcasting in the IoT

SD Padiya, VS Gulhane - 2022 - researchsquare.com
In an IoT system, various wireless communication technologies are used to connect devices
but most have limited capabilities, due to these lightweight protocols being required to …

[PDF][PDF] Analysis of Demand, Architecture and Challenges of the Internet of Things

V Gulhane, S Padiya - ijirid.in
The Internet of things involves sensor-configured devices, processing units, and various
technologies to connect and exchange data between devices. IoT involves many tools and …