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1,276 Results Found

  • Article
  • Open Access
2 Citations
1,189 Views
30 Pages

10 June 2026

Poor indoor air quality, inadequate ventilation, and unnoticed local disturbances can reduce occupant well-being and compromise practical safety in smart-home and small-building environments. Although low-cost Internet-of-Things (IoT) sensing technol...

(This article belongs to the Special Issue Advanced IoT Systems in Smart Cities: 3rd Edition)
  • Article
  • Open Access
436 Views
13 Pages

19 August 2026

In the field of system lighting control, which aims to improve light quality and reduce energy consumption, analyzing indoor illuminance is an essential technology. Researchers have collected and analyzed illuminance data using multiple light sensors...

(This article belongs to the Special Issue Advanced Sensing Technologies for Environmental Applications)
  • Article
  • Open Access
9 Citations
3,719 Views
29 Pages

15 September 2022

The SARS-CoV-2 virus has posed formidable challenges that must be tackled through scientific and technological investigations on each environmental scale. This research aims to learn and report about the current state of user activities, in real-time...

(This article belongs to the Section Biomedical Sensors)
  • Article
  • Open Access
2 Citations
1,143 Views
26 Pages

Effects of Green Plants on the Indoor Environment: Real-Life Case Studies in Italian Schools and Office Spaces

  • Simone Putzolu,
  • Rita Baraldi,
  • Luisa Neri,
  • Alessandro Zaldei,
  • Carolina Vagnoli,
  • Beniamino Gioli,
  • Adam Nawrocki and
  • Cinzia De Benedictis

10 June 2026

Students and workers spend much of their day in school and office environments, where poor indoor air quality (IAQ) can negatively affect health and comfort. Indoor vegetation is increasingly proposed as a low-cost nature-based solution (NBS) to impr...

(This article belongs to the Special Issue Modelling of Indoor Air Quality and Thermal Comfort)
  • Article
  • Open Access
6 Citations
5,705 Views
15 Pages

Adaptive AR Navigation: Real-Time Mapping for Indoor Environment Using Node Placement and Marker Localization

  • Bagas Samuel Christiananta Putra,
  • I. Kadek Dendy Senapartha,
  • Jyun-Cheng Wang,
  • Matahari Bhakti Nendya,
  • Dan Daniel Pandapotan,
  • Felix Nathanael Tjahjono and
  • Halim Budi Santoso

Indoor navigation remains a challenge due to the limitations of GPS-based systems in enclosed environments. Current approaches, such as marker-based ones, have been developed for indoor navigation. However, it requires extensive manual mapping and ma...

(This article belongs to the Special Issue Extended Reality: A New Way of Interacting with the World, 2nd Edition)
  • Systematic Review
  • Open Access
14 Citations
5,334 Views
28 Pages

Neuroscientific Insights into the Built Environment: A Systematic Review of Empirical Research on Indoor Environmental Quality, Physiological Dynamics, and Psychological Well-Being in Real-Life Contexts

  • Aitana Grasso-Cladera,
  • Maritza Arenas-Perez,
  • Paulina Wegertseder-Martinez,
  • Erich Vilina,
  • Josefina Mattoli-Sanchez and
  • Francisco J. Parada

The research aims to systematize the current scientific evidence on methodologies used to investigate the impact of the indoor built environment on well-being, focusing on indoor environmental quality (IEQ) variables such as thermal comfort, air qual...

  • Article
  • Open Access
22 Citations
4,181 Views
30 Pages

Optimisation of Building Green Performances Using Vertical Greening Systems: A Case Study in Changzhou, China

  • Yue Yang,
  • Kai Hu,
  • Yibiao Liu,
  • Zhihuang Wang,
  • Kaihong Dong,
  • Peijuan Lv and
  • Xing Shi

2 March 2023

The benefits of greening systems on buildings have been frequently examined using experimental methods. However, few studies have adopted dynamic monitoring of real operational buildings to quantify the effects of greening systems on multiple buildin...

(This article belongs to the Section Green Building)
  • Article
  • Open Access
1,113 Views
15 Pages

Inactivation of Surface-Associated Viruses in Real Indoor Environments by a Humidification System Generating Vaporized Free Chlorine Components

  • Saki Kawahata,
  • Mayumi Kondo,
  • Atsushi Yamada,
  • Naoya Shimazaki,
  • Makoto Saito,
  • Hiroyuki Tsukagoshi,
  • Takayoshi Takano,
  • Tetsuyoshi Yamada,
  • Toshihiro Takei and
  • Hirokazu Kimura
  • + 3 authors

Vaporized free chlorine, primarily present as hypochlorous acid (HOCl), is increasingly used for indoor microbial control; however, virus-dependent susceptibility and its molecular determinants remain unclear. We evaluated virucidal effects under con...

(This article belongs to the Section Antimicrobial Agents and Resistance)
  • Article
  • Open Access
2 Citations
2,342 Views
13 Pages

Control of Airborne and Surface Microorganisms in Real Indoor Environments Using an Integrated System of Vaporized Free Chlorine Components and Filtration

  • Saki Kawahata,
  • Mayumi Kondo,
  • Atsushi Yamada,
  • Naoya Shimazaki,
  • Makoto Saito,
  • Takayoshi Takano,
  • Tetsuyoshi Yamada,
  • Yoshinobu Shimayama,
  • Shunsuke Matsuoka and
  • Hirokazu Kimura

Airborne and surface-residing microorganisms in indoor environments pose potential risks for infectious disease transmission. To address this issue, we developed a composite device combining a generator of vaporized free chlorine components with a fi...

(This article belongs to the Section Antimicrobial Agents and Resistance)
  • Article
  • Open Access
12 Citations
4,476 Views
20 Pages

12 May 2021

Space cooling is currently the fastest-growing end-user in buildings. The global warming trend combined with increased population and economic development will lead to accelerated growth in space cooling in the future, especially in China. The hot su...

(This article belongs to the Section G: Energy and Buildings)
  • Article
  • Open Access
6 Citations
5,452 Views
18 Pages

Introducing the ReaLISED Dataset for Sound Event Classification

  • Inma Mohino-Herranz,
  • Joaquín García-Gómez,
  • Miguel Aguilar-Ortega,
  • Manuel Utrilla-Manso,
  • Roberto Gil-Pita and
  • Manuel Rosa-Zurera

This paper presents the Real-Life Indoor Sound Event Dataset (ReaLISED), a new database which has been developed to contribute to the scientific advance by providing a large amount of real labeled indoor audio event recordings. They offer the scienti...

(This article belongs to the Section Circuit and Signal Processing)
  • Article
  • Open Access
5 Citations
2,344 Views
17 Pages

In response to escalating concerns about the indoor transmission of respiratory diseases, this study introduces a sophisticated software tool engineered to accurately determine contact rates among individuals in enclosed spaces—essential for pu...

(This article belongs to the Topic Artificial Intelligence in Public Health: Current Trends and Future Possibilities)
  • Article
  • Open Access
34 Citations
7,872 Views
20 Pages

Users more easily become lost in complex indoor environments than in outdoor environments. Users with diverse backgrounds encounter different self-location, route memorization, and route following problems during wayfinding. This study intends to exp...

(This article belongs to the Special Issue Cognitive Aspects of Human-Computer Interaction for GIS)
  • Article
  • Open Access
10 Citations
3,104 Views
16 Pages

17 April 2025

Common visual simultaneous localization and mapping systems are built on the static environment hypothesis and fail to handle the substantial environmental dynamics. Particularly in highly dynamic environments, the pose estimation errors tend to accu...

  • Proceeding Paper
  • Open Access
2 Citations
1,990 Views
3 Pages

The progress of LPWAN technologies in recent years has increased their use in various types of environments as well as increased the applications in which they are used. However, due to the duty cycle limitations of license-free based technologies, t...

(This article belongs to the Proceedings of The 4th XoveTIC Conference)
  • Article
  • Open Access
7 Citations
3,778 Views
14 Pages

Real-Time Insights into Indoor Air Quality in University Environments: PM and CO2 Monitoring

  • Dan-Marius Mustață,
  • Daniel Bisorca,
  • Ioana Ionel,
  • Ahmed Adjal and
  • Ramon-Mihai Balogh

16 August 2025

This study presents real-time measurements of particulate matter (PM1, PM2.5, PM10) and carbon dioxide (CO2) concentrations across five university indoor environments with varying occupancy levels and natural ventilation conditions. CO2 concentration...

(This article belongs to the Section Air Quality)
  • Article
  • Open Access
4 Citations
3,808 Views
20 Pages

2 August 2021

Unmanned aerial vehicles (UAVs) are being widely utilized for various missions: in both civilian and military sectors. Many of these missions demand UAVs to acquire artificial intelligence about the environments they are navigating in. This perceptio...

(This article belongs to the Special Issue Unmanned Aerial Vehicles)
  • Article
  • Open Access
11 Citations
4,618 Views
20 Pages

7 November 2022

Aiming at the problem that Simultaneous localization and mapping (SLAM) is greatly disturbed by many dynamic elements in the actual environment, this paper proposes a real-time Visual SLAM (VSLAM) algorithm to deal with a dynamic indoor environment....

(This article belongs to the Section Navigation and Positioning)
  • Article
  • Open Access
8 Citations
7,121 Views
26 Pages

Agricultural robots can mitigate labor shortages and advance precision farming. However, the dense vegetation canopies and uneven terrain in orchard environments reduce the reliability of traditional GPS-based localization, thereby reducing navigatio...

(This article belongs to the Special Issue Intelligent Robots for Agriculture: Design, Development and Applications)
  • Article
  • Open Access
243 Views
21 Pages

Real-Time Fall Detection in Indoor Environments Using FMCW Radar and Lightweight Ensemble CNN on Edge Devices

  • Ju-Hong Oh,
  • Young-Joon Park,
  • Seon-In Kim,
  • Ji-Hyoung Kim,
  • Jin-Yong Lee,
  • Yogesh Shankar and
  • Eui-Jong Kim

29 September 2026

Falls are a leading cause of injury and mortality among the elderly, particularly indoors where privacy concerns limit real-time monitoring. This study developed a privacy-preserving, real-time fall detection system using a frequency-modulated contin...

(This article belongs to the Section Radar Sensors)
  • Article
  • Open Access
4,169 Views
28 Pages

Smart Vape Detection in Schools for Mitigating Student E-Cigarette Use

  • Robert Sharon,
  • Lidia Morawska and
  • Lindy Osborne Burton

Adolescent vaping has become a persistent health and behavioural challenge in schools, yet many institutions lack reliable tools to detect and respond to concealed e-cigarette use. This study addresses this problem by evaluating the real-world perfor...

  • Review
  • Open Access
3 Citations
4,070 Views
45 Pages

RTIMS: Real-Time Indoor Monitoring Systems: A Comprehensive Review

  • Mohammed Faeik Ruzaij Al-Okby,
  • Steffen Junginger,
  • Thomas Roddelkopf and
  • Kerstin Thurow

17 December 2025

Real-time indoor monitoring systems (RTIMS) are a key component of modern technological infrastructures in smart and automated buildings and facilities. They enable the continuous collection, analysis, and response to environmental data under strict...

(This article belongs to the Section Applied Biosciences and Bioengineering)
  • Communication
  • Open Access
9 Citations
2,573 Views
12 Pages

A Beacons Selection Method under Random Interference for Indoor Positioning

  • Yu Guo,
  • Jiazhu Zheng,
  • Shaoning Di,
  • Guiqiu Xiang and
  • Fei Guo

1 September 2022

GNSS is still not well applied in indoor environments. This is an important challenge for seamless positioning and navigation. Using other sensors to replace and connect is the mainstream practice at present. No matter what technology is used, the pr...

(This article belongs to the Special Issue Precise GNSS Positioning and Navigation: Methods, Challenges, and Applications)
  • Article
  • Open Access
1 Citations
3,726 Views
18 Pages

2 February 2024

In this paper, we propose a method for extracting the structure of an indoor environment using radar. When using the radar in an indoor environment, ghost targets are observed through the multipath propagation of radio waves. The presence of these gh...

(This article belongs to the Special Issue State of the Art in Object Detection Based on Computer Vision and Image Processing)
  • Article
  • Open Access
35 Citations
8,666 Views
32 Pages

31 January 2024

In the field of unmanned systems, the combination of artificial intelligence with self-operating functionalities is becoming increasingly important. This study introduces a new method for autonomously detecting humans in indoor environments using unm...

(This article belongs to the Special Issue Recent Advances in Robotics and Intelligent Mechatronics Systems)
  • Review
  • Open Access
210 Citations
23,451 Views
31 Pages

A Review of Techniques for 3D Reconstruction of Indoor Environments

  • Zhizhong Kang,
  • Juntao Yang,
  • Zhou Yang and
  • Sai Cheng

Indoor environment model reconstruction has emerged as a significant and challenging task in terms of the provision of a semantically rich and geometrically accurate indoor model. Recently, there has been an increasing amount of research related to i...

(This article belongs to the Special Issue State-of-the-Art in Spatial Information Science)
  • Proceeding Paper
  • Open Access
6 Citations
2,701 Views
5 Pages

Real-Time 3D UAV Pose Estimation by Visualization

  • Benjamaporn Nenchoo and
  • Suradet Tantrairatn

This paper presents an estimation of 3D UAV position in real-time condition by using Intel RealSense Depth camera D435i with visual object detection technique as a local positioning system for indoor environment. Nowadays, global positioning system o...

(This article belongs to the Proceedings of Innovation Aviation & Aerospace Industry - International Conference 2020)
  • Article
  • Open Access
1 Citations
1,250 Views
20 Pages

16 March 2026

The accurate positioning of location in indoor environment has become crucial in many location-based services, mainly where global positioning systems (GPSs) are unavailable or fail to navigate correctly. Conventional fingerprint-based approaches fac...

  • Article
  • Open Access
9 Citations
4,254 Views
15 Pages

Indoor Thermal Environment Long-Term Data Analytics Using IoT Devices in Korean Apartments: A Case Study

  • Hyunjun Yun,
  • Jinho Yang,
  • Byong Hyoek Lee,
  • Jongcheol Kim and
  • Jong-Ryeul Sohn

IoT-based monitoring devices can transmit real-time and long-term thermal environment data, enabling innovative conversion for the evaluation and management of the indoor thermal environment. However, long-term indoor thermal measurements using IoT-b...

(This article belongs to the Special Issue Climate Change and Health: Big Data Based Approach)
  • Article
  • Open Access
3 Citations
2,190 Views
16 Pages

This paper presents a control system for indoor safety measures using a Faster R-CNN (Region-based Convolutional Neural Network) architecture. The proposed system aims to ensure the safety of occupants in indoor environments by detecting and recogniz...

(This article belongs to the Special Issue Embedded Systems: Fundamentals, Design and Practical Applications)
  • Proceeding Paper
  • Open Access
2 Citations
2,656 Views
6 Pages

GNSS is widely used in professional athletic training as an outdoor location based services, and the indoor positioning technology has gradually flourished in the gymnasium. To keep up with the demand for athletic training in indoor and outdoor envir...

(This article belongs to the Proceedings of The 12th Conference of the International Sports Engineering Association)
  • Article
  • Open Access
112 Citations
10,931 Views
16 Pages

We spend about 90% of our lives in indoor living environments. Thus, it is essential to provide indoor air quality monitoring for enhanced living environments. Advances in networking, sensors, and embedded devices have made monitoring and supply of a...

(This article belongs to the Special Issue Advancement in Smart Building Technologies: From Project to Operation and Management of Buildings)
  • Article
  • Open Access
19 Citations
5,776 Views
26 Pages

17 January 2020

Indoor positioning techniques, owing to received signal strength indicator (RSSI)-based sensors, can provide useful trajectory-based services. These services include user movement analytics, next-to-visit recommendation, and hotspot detection. Howeve...

(This article belongs to the Special Issue Sensors Localization in Indoor Wireless Networks)
  • Article
  • Open Access
70 Citations
9,160 Views
15 Pages

21 January 2019

Indoor positioning using Bluetooth Low Energy (BLE) beacons has attracted considerable attention after the release of the BLE protocol. A number of efforts have been exerted to improve the performance of BLE-based indoor positioning. However, few stu...

(This article belongs to the Section Physical Sensors)
  • Article
  • Open Access
6 Citations
8,484 Views
14 Pages

Visual Positioning System Based on 6D Object Pose Estimation Using Mobile Web

  • Ju-Young Kim,
  • In-Seon Kim,
  • Dai-Yeol Yun,
  • Tae-Won Jung,
  • Soon-Chul Kwon and
  • Kye-Dong Jung

Recently, the demand for location-based services using mobile devices in indoor spaces without a global positioning system (GPS) has increased. However, to the best of our knowledge, solutions that are fully applicable to indoor positioning and navig...

(This article belongs to the Special Issue Advances in Tangible and Embodied Interaction for Virtual and Augmented Reality)
  • Review
  • Open Access
11 Citations
5,011 Views
24 Pages

AI-Based Controls for Thermal Comfort in Adaptable Buildings: A Review

  • Mozammil Ahsan,
  • Wajiha Shahzad and
  • Khalid Mahmood Arif

4 November 2024

Due to global weather changes and pandemics, people are more likely to spend most of their time in indoor environments. In this regard, indoor environment quality is a very important aspect of occupant well-being, which is often ignored in modern bui...

(This article belongs to the Section Building Energy, Physics, Environment, and Systems)
  • Article
  • Open Access
343 Views
20 Pages

4 September 2026

Indoor medium-to-large indoor object detection is a fundamental capability for mobile robot perception and visual navigation, yet it remains challenging in complex indoor environments due to occlusion, overlap, cluttered backgrounds, and the need for...

  • Article
  • Open Access
19 Citations
4,276 Views
15 Pages

Comprehensive Investigation on Principle Component Large-Scale Wi-Fi Indoor Localization

  • Ahmed H. Salamah,
  • Mohamed Tamazin,
  • Maha A. Sharkas,
  • Mohamed Khedr and
  • Mohamed Mahmoud

8 April 2019

The smartphone market is rapidly spreading, coupled with several services and applications. Some of these services require the knowledge of the exact location of their handsets. The Global Positioning System (GPS) suffers from accuracy deterioration...

(This article belongs to the Special Issue Multi-Sensor Systems for Positioning and Navigation)
  • Article
  • Open Access
14 Citations
4,908 Views
21 Pages

RTK/Pseudolite/LAHDE/IMU-PDR Integrated Pedestrian Navigation System for Urban and Indoor Environments

  • Ruihui Zhu,
  • Yunjia Wang,
  • Hongji Cao,
  • Baoguo Yu,
  • Xingli Gan,
  • Lu Huang,
  • Heng Zhang,
  • Shuang Li,
  • Haonan Jia and
  • Jianqiang Chen

24 March 2020

This paper presents an evaluation of real-time kinematic (RTK)/Pseudolite/landmarks assistance heuristic drift elimination (LAHDE)/inertial measurement unit-based personal dead reckoning systems (IMU-PDR) integrated pedestrian navigation system for u...

(This article belongs to the Special Issue Recent Advances in GNSS-based High Precision Positioning Technology: Part I)
  • Article
  • Open Access
4 Citations
3,357 Views
20 Pages

20 October 2022

It is challenging for a visual SLAM system to keep long-term precise and robust localization ability in a large-scale indoor environment since there is a low probability of the occurrence of loop closure. Aiming to solve this problem, we propose a mo...

(This article belongs to the Section Systems & Control Engineering)
  • Article
  • Open Access
3,734 Views
23 Pages

Real-Time Efficient Exploration in Unknown Dynamic Environments Using MAVs

  • Haytham Mohamed,
  • Adel Moussa,
  • Mohamed Elhabiby and
  • Naser El-Sheimy

Micro aerial vehicles (MAVs) have been acknowledged as an influential technology for indoor search and rescue operations. The time constraint is a crucial factor in most search and rescue operations. The employed MAVs in indoor environments are chara...

(This article belongs to the Special Issue Applications and Potential of UAV Photogrammetric Survey)
  • Article
  • Open Access
27 Citations
5,623 Views
20 Pages

26 May 2020

With the increasing demand of location-based services, the indoor ranging method based on Wi-Fi has become an important technique due to its high accuracy and low hardware requirements. The complicated indoor environment makes it difficult for wirele...

(This article belongs to the Special Issue Recent Advances in Indoor Localization Systems and Technologies)
  • Article
  • Open Access
12 Citations
3,463 Views
18 Pages

Real-Time Sonar Fusion for Layered Navigation Controller

  • Wouter Jansen,
  • Dennis Laurijssen and
  • Jan Steckel

19 April 2022

Navigation in varied and dynamic indoor environments remains a complex task for autonomous mobile platforms. Especially when conditions worsen, typical sensor modalities may fail to operate optimally and subsequently provide inapt input for safe navi...

(This article belongs to the Special Issue Advances in Indoor Positioning and Indoor Navigation)
  • Article
  • Open Access
4 Citations
2,312 Views
22 Pages

Research on 3D Localization of Indoor UAV Based on Wasserstein GAN and Pseudo Fingerprint Map

  • Junhua Yang,
  • Jinhang Tian,
  • Yang Qi,
  • Wei Cheng,
  • Yang Liu,
  • Gang Han,
  • Shanzhe Wang,
  • Yapeng Li,
  • Chenghu Cao and
  • Santuan Qin

9 December 2024

In addition to outdoor environments, unmanned aerial vehicles (UAVs) also have a wide range of applications in indoor environments. The complex and changeable indoor environment and relatively small space make indoor localization of UAVs more difficu...

(This article belongs to the Topic Target Tracking, Guidance, and Navigation for Autonomous Systems, 2nd Edition)
  • Article
  • Open Access
12 Citations
4,969 Views
20 Pages

19 March 2022

With the prevalence of smartphones and the maturation of indoor positioning techniques, predicting the movement of a large number of customers in indoor environments has become a promising and challenging line of research in recent years. While most...

  • Article
  • Open Access
7 Citations
3,671 Views
17 Pages

Exploring Fast Fingerprint Construction Algorithm for Unmodulated Visible Light Indoor Localization

  • Chenqi Shi,
  • Xinyv Niu,
  • Tao Li,
  • Sen Li,
  • Chanjuan Huang and
  • Qiang Niu

17 December 2020

The study of visible light indoor position has received considerable attention. The visible light indoor position has problems such as deployment difficulty and high cost. In our system, we propose a new fingerprint construction algorithm to simplify...

(This article belongs to the Section Optical Sensors)
  • Article
  • Open Access
833 Views
25 Pages

26 February 2026

Accurate indoor localization for unmanned aerial vehicles (UAVs) remains challenging in GPS-denied environments, especially for small-object detection and under low-light conditions. We propose Robust Wavelet-Aware YOLO (RWA-YOLO), a vision-based det...

(This article belongs to the Section Navigation and Positioning)
  • Article
  • Open Access
2,280 Views
15 Pages

15 August 2023

The indoor environment is typically a complex time-varying environment. At present, the problem of indoor modeling is still a hot research topic for scholars at home and abroad. This paper primarily studies indoor time-varying space. On the basis of...

(This article belongs to the Section Engineering Remote Sensing)
  • Article
  • Open Access
3 Citations
4,977 Views
20 Pages

6 September 2024

The accurate reconstruction of indoor environments is crucial for applications in augmented reality, virtual reality, and robotics. However, existing indoor datasets are often limited in scale, lack ground truth point clouds, and provide insufficient...

(This article belongs to the Section Sensors and Robotics)
  • Article
  • Open Access
53 Citations
8,324 Views
17 Pages

An Indoor Positioning Method for Smartphones Using Landmarks and PDR

  • Xi Wang,
  • Mingxing Jiang,
  • Zhongwen Guo,
  • Naijun Hu,
  • Zhongwei Sun and
  • Jing Liu

15 December 2016

Recently location based services (LBS) have become increasingly popular in indoor environments. Among these indoor positioning techniques providing LBS, a fusion approach combining WiFi-based and pedestrian dead reckoning (PDR) techniques is drawing...

(This article belongs to the Special Issue Advanced Algorithms for Mobile Sensing: from Wireless Sensor Networks to Mobile Crowd Sensing)

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