Development of 2D Indoor Monitoring and Positioning System (IMPS) using Received Signal Strength Indicator (RSSI) assisted by Internet of Things (IoT)
As humans, nearly eighty percent of our day-to-day activities are conducted in an indoor environment, making indoor tracking and monitoring extremely necessary. The needs of having an Indoor Positioning System (IPS) has become crucial as the development is critically challenged due to the fact that...
Main Authors: | , , , , , |
---|---|
Format: | Book Section |
Published: |
Springer Science and Business Media Deutschland GmbH
2022
|
Subjects: |
_version_ | 1796866883362750464 |
---|---|
author | Abdul Wahab, Nur Haliza Syed Ariffin, Sharifah Hafizah Latiff, Liza Raja Mohd. Radzi, Raja Zahilah Wessam, H. Saleh, N. Aaina |
author_facet | Abdul Wahab, Nur Haliza Syed Ariffin, Sharifah Hafizah Latiff, Liza Raja Mohd. Radzi, Raja Zahilah Wessam, H. Saleh, N. Aaina |
author_sort | Abdul Wahab, Nur Haliza |
collection | ePrints |
description | As humans, nearly eighty percent of our day-to-day activities are conducted in an indoor environment, making indoor tracking and monitoring extremely necessary. The needs of having an Indoor Positioning System (IPS) has become crucial as the development is critically challenged due to the fact that satellite signals via Global Positioning System (GPS) cannot penetrate through a building. Variety techniques and approaches on IPS have been proposed but the most desirable approach used is the Received Signal Strength Indicator (RSSI) due to existing infrastructure already in place to provide a low-cost implementation. Internet of Things (IoT) itself has brought drastic changes and opened new opportunities for growth and innovation in technology. An integration between RSSI and IoT is the perfect combination of the development of IPS to allow an increased accuracy. This paper proposes an Indoor Monitoring and Positioning System (IMPS) using RSSI algorithm and triangulation technique integrated with IoT. The experimental results show that the proposed IMPS has achieved an average accuracy of 0.5 m for 2D. Future work has suggested an improvement in the IMPS with AR mapping integrated with Machine Learning. |
first_indexed | 2024-03-05T21:18:51Z |
format | Book Section |
id | utm.eprints-100456 |
institution | Universiti Teknologi Malaysia - ePrints |
last_indexed | 2024-03-05T21:18:51Z |
publishDate | 2022 |
publisher | Springer Science and Business Media Deutschland GmbH |
record_format | dspace |
spelling | utm.eprints-1004562023-04-14T01:55:42Z http://eprints.utm.my/100456/ Development of 2D Indoor Monitoring and Positioning System (IMPS) using Received Signal Strength Indicator (RSSI) assisted by Internet of Things (IoT) Abdul Wahab, Nur Haliza Syed Ariffin, Sharifah Hafizah Latiff, Liza Raja Mohd. Radzi, Raja Zahilah Wessam, H. Saleh, N. Aaina QA75 Electronic computers. Computer science As humans, nearly eighty percent of our day-to-day activities are conducted in an indoor environment, making indoor tracking and monitoring extremely necessary. The needs of having an Indoor Positioning System (IPS) has become crucial as the development is critically challenged due to the fact that satellite signals via Global Positioning System (GPS) cannot penetrate through a building. Variety techniques and approaches on IPS have been proposed but the most desirable approach used is the Received Signal Strength Indicator (RSSI) due to existing infrastructure already in place to provide a low-cost implementation. Internet of Things (IoT) itself has brought drastic changes and opened new opportunities for growth and innovation in technology. An integration between RSSI and IoT is the perfect combination of the development of IPS to allow an increased accuracy. This paper proposes an Indoor Monitoring and Positioning System (IMPS) using RSSI algorithm and triangulation technique integrated with IoT. The experimental results show that the proposed IMPS has achieved an average accuracy of 0.5 m for 2D. Future work has suggested an improvement in the IMPS with AR mapping integrated with Machine Learning. Springer Science and Business Media Deutschland GmbH 2022 Book Section PeerReviewed Abdul Wahab, Nur Haliza and Syed Ariffin, Sharifah Hafizah and Latiff, Liza and Raja Mohd. Radzi, Raja Zahilah and Wessam, H. and Saleh, N. Aaina (2022) Development of 2D Indoor Monitoring and Positioning System (IMPS) using Received Signal Strength Indicator (RSSI) assisted by Internet of Things (IoT). In: Proceedings of the 11th International Conference on Robotics, Vision, Signal Processing and Power Applications Enhancing Research and Innovation through the Fourth Industrial Revolution. Lecture Notes in Electrical Engineering, 829 (NA). Springer Science and Business Media Deutschland GmbH, Singapore, pp. 304-310. ISBN 978-981168128-8 http://dx.doi.org/10.1007/978-981-16-8129-5_48 DOI:10.1007/978-981-16-8129-5_48 |
spellingShingle | QA75 Electronic computers. Computer science Abdul Wahab, Nur Haliza Syed Ariffin, Sharifah Hafizah Latiff, Liza Raja Mohd. Radzi, Raja Zahilah Wessam, H. Saleh, N. Aaina Development of 2D Indoor Monitoring and Positioning System (IMPS) using Received Signal Strength Indicator (RSSI) assisted by Internet of Things (IoT) |
title | Development of 2D Indoor Monitoring and Positioning System (IMPS) using Received Signal Strength Indicator (RSSI) assisted by Internet of Things (IoT) |
title_full | Development of 2D Indoor Monitoring and Positioning System (IMPS) using Received Signal Strength Indicator (RSSI) assisted by Internet of Things (IoT) |
title_fullStr | Development of 2D Indoor Monitoring and Positioning System (IMPS) using Received Signal Strength Indicator (RSSI) assisted by Internet of Things (IoT) |
title_full_unstemmed | Development of 2D Indoor Monitoring and Positioning System (IMPS) using Received Signal Strength Indicator (RSSI) assisted by Internet of Things (IoT) |
title_short | Development of 2D Indoor Monitoring and Positioning System (IMPS) using Received Signal Strength Indicator (RSSI) assisted by Internet of Things (IoT) |
title_sort | development of 2d indoor monitoring and positioning system imps using received signal strength indicator rssi assisted by internet of things iot |
topic | QA75 Electronic computers. Computer science |
work_keys_str_mv | AT abdulwahabnurhaliza developmentof2dindoormonitoringandpositioningsystemimpsusingreceivedsignalstrengthindicatorrssiassistedbyinternetofthingsiot AT syedariffinsharifahhafizah developmentof2dindoormonitoringandpositioningsystemimpsusingreceivedsignalstrengthindicatorrssiassistedbyinternetofthingsiot AT latiffliza developmentof2dindoormonitoringandpositioningsystemimpsusingreceivedsignalstrengthindicatorrssiassistedbyinternetofthingsiot AT rajamohdradzirajazahilah developmentof2dindoormonitoringandpositioningsystemimpsusingreceivedsignalstrengthindicatorrssiassistedbyinternetofthingsiot AT wessamh developmentof2dindoormonitoringandpositioningsystemimpsusingreceivedsignalstrengthindicatorrssiassistedbyinternetofthingsiot AT salehnaaina developmentof2dindoormonitoringandpositioningsystemimpsusingreceivedsignalstrengthindicatorrssiassistedbyinternetofthingsiot |