Genetic algorithm and pure random search for exosensor distribution optimisation

MP Poland, CD Nugent, H Wang… - International Journal of …, 2012 - inderscienceonline.com
The positioning, amount (s) and field of view (s) of exosensors are a fundamental
characteristic of a smart home environment. Contemporary smart home sensor distribution is …

[PDF][PDF] Optimal search mapping among sensors in heterogeneous smart homes

Y Yu, Z Hao, G Li, Y Liu, R Yang, H Liu - Math. Biosci. Eng, 2023 - aimspress.com
There are huge differences in the layouts and numbers of sensors in different smart home
environments. Daily activities performed by residents trigger a variety of sensor event …

Development of a smart home simulator for use as a heuristic tool for management of sensor distribution

MP Poland, CD Nugent, H Wang… - Technology and Health …, 2009 - content.iospress.com
Smart Homes offer potential solutions for various forms of independent living for the elderly.
The assistive and protective environment afforded by smart homes offer a safe, relatively …

Optimal sensor deployment according to a new approach for target tracking in smart homes

S Gholizadeh-Tayyar, RB Bachouch, Y Fousseret… - Irbm, 2020 - Elsevier
Abstract Ambient Assisted Living (AAL) aims to ease the activities of daily lives for elderly or
disabled people living in smart homes. In these systems, the assisting services are provided …

Optimal sensor placement strategy for office buildings using clustering algorithms

D Yoganathan, S Kondepudi, B Kalluri… - Energy and …, 2018 - Elsevier
Sensor networks embedded in the built environment provide critical information for
intelligent building energy management. Data from these sensors enable optimizing energy …

A Novel Approach to Sensor Placement: Recursive Exhaustive Search and Stochastic Optimization Parameter Impact Analysis

M Banov, D Pinčić, K Lenac, D Sušanj - Applied Sciences, 2024 - mdpi.com
This study presents a comprehensive approach for single sensor placement optimization in
two-dimensional and three-dimensional spaces. A traditional exhaustive search technique …

Enhancing digital twin efficiency in indoor environments: Virtual sensor-driven optimization of physical sensor combinations

H Shin, Y Kwak - Automation in Construction, 2024 - Elsevier
Multiple sensor nodes are preferred for the development of digital twins in indoor
environments; however, it poses significant financial burdens. Therefore, considering both …

Smart home for elderly care using optimized number of wireless sensors

A Gaddam, SC Mukhopadhyay… - 2009 4th International …, 2009 - ieeexplore.ieee.org
We describe a novel in-home monitoring system designed to for elder-care application. The
statistics shows that there is increasing number of elderly people around the world and this …

A novel approach for deploying minimum sensors in smart buildings

A Agarwal, K Ramamritham - ACM Transactions on Cyber-Physical …, 2021 - dl.acm.org
Buildings, viewed as cyber-physical systems, become smart by deploying Building
Management Systems (BMS). They should be aware about the state and environment of the …

Improving coverage area in sensor deployment using genetic algorithm

F Tossa, W Abdou, EC Ezin, P Gouton - … , The Netherlands, June 3–5, 2020 …, 2020 - Springer
Wireless sensor networks (WSN) are a collection of autonomous nodes with a limited battery
life. They are used in various fields such as health, industry, home automation. Due to their …