SlideShare a Scribd company logo
1 of 6
Download to read offline
International Journal of Electrical and Computer Engineering (IJECE)
Vol. 11, No. 4, August 2021, pp. 3123~3128
ISSN: 2088-8708, DOI: 10.11591/ijece.v11i4.pp3123-3128  3123
Journal homepage: http://ijece.iaescore.com
Location tracking using LoRa
Norlezah Hashim1
, Fakrulradzi Idris2
, Tuan Nur Anisa Tuan Ab Aziz3
, Siti Halma Johari4
,
Rozilawati Mohd Nor5
, Norfariza Ab Wahab6
1,3,4
Telecommunication Research and Innovation (CeTRI), Fakulti Teknologi Kejuruteraan Elektrik dan Elektronik
(FTKEE), Universiti Teknikal Malaysia Melaka (UTeM), Malaysia
2
Telecommunication Research and Innovation (CeTRI), Fakulti Kejuruteraan Elektronik dan Kejuruteraan Komputer
(FKEKK), Universiti Teknikal Malaysia Melaka (UTeM), Malaysia
5
Centre for Robotics and Industrial Automation (CeRIA), Fakulti Teknologi Kejuruteraan Elektrik dan Elektronik
(FTKEE), Universiti Teknikal Malaysia Melaka (UTeM), Malaysia
6
Centre of Smart System and Innovative Design (CoSSID), Fakulti Teknologi Kejuruteraan Elektrik dan Elektronik
(FTKEE), Universiti Teknikal Malaysia Melaka (UTeM), Malaysia
Article Info ABSTRACT
Article history:
Received Aug 7, 2020
Revised Nov 3, 2020
Accepted Dec 21, 2020
Local area network (LAN) as Bluetooth, WiFi and ZigBee are well
established technology. The biggest problem with many LAN is the battery
consumption and short ranges link budgets. LoRa is a new, private,
unlicensed and spread spectrum modulation technique which allows sending
low rates at extremely long ranges with minimal power consumption. More
importantly, there is no access fee associated with this type of wireless
technology. The main idea behind this work is to conduct performance and
capability analysis of a currently available LoRa transceiver. We develop a
location monitoring system using LoRa and global positioning system (GPS)
module and we analyze the detectable range of its data, its battery
consumption as well as received signal strength indicator (RSSI). Our
deployment experiment demonstrates that the system is able to detect the
transmitted data within 290 meters of distances. Using 6 volts of battery AA, the
transmission of data still occurred after 24 hours. This project is emphasized a
location monitoring system that provide low power usage but long range.
Keywords:
Arduino
GPS
IoT
LoRa
RSSI
This is an open access article under the CC BY-SA license.
Corresponding Author:
Norlezah Hashim
Centre for Telecommunication Research and Innovation (CeTRI)
Fakulti Teknologi Kejuruteraan Elektrik dan Elektronik (FTKEE)
Universiti Teknikal Malaysia Melaka (UTeM)
Hang Tuah Jaya, 76100 Durian Tunggal, Melaka, Malaysia
Email: norlezah@utem.edu.my
1. INTRODUCTION
LoRa is a new, private, unlicensed and spread spectrum modulation technique which allows sending
low rates data at extremely long ranges with minimum power consumption. More importantly, there is no
access fee associated with this type of wireless technology. Local area network (LAN) as Bluetooth, WiFi
and ZigBee are well established technology. The biggest problem with many LAN is the battery consumption
and short ranges link budgets. Other than that, fundamentally mobile networks like LTE was developed for
better data throughput but has disadvantage in term of power consumption. Both LAN and cellular network
are quite expensive to deploy in a wide area for instance to cover a whole city. All these statements
mentioned, a more efficient method is suggested to overcome these issues by using low power wide area
network (LPWAN), LoRa. LoRa and the internet of things (IoT) have become the most important parts of
 ISSN: 2088-8708
Int J Elec & Comp Eng, Vol. 11, No. 4, August 2021 : 3123 - 3128
3124
modern telecommunications which need best in class battery life. LoRa needs very minimal cost for
deployment at the same time it did not need to be licensed.
LoRa has been used in many health applications where many aimed for the long range
communication for real time monitoring. Marco in [1] used LoRa to monitor and control the humidity of
different rooms in order to reduce the costs of air conditioning operation. In [2] LoRa has been used to
monitor the temperature of blood fridges inside a blood transfusion service. Reference [3] aimed to monitor
air quality using different types of gas sensors. Meanwhile the author in [4] have developed a location
tracking system without using global positioning system (GPS) but using multilateration algorithm on the
gateways timestamps from received packages. From the applications mentioned, LoRa has great potential for
universal applications especially for long range monitoring purposes. Dragino LoRa is used in many
experimental research as mentioned in [5-10] but so far there is no analysis related to distances capability of LoRa
transceiver while few researchers [11-17] focusses on improving the LoRa protocol. The authors in [18-20]
proposed a mobile application and prototype smart home system based on LoRa.
By comparing to the previous works, this paper presents the development and analysis of location
tracking system using LoRa module and GPS shield. The rest of this paper is organized as follows. Section 2
explain the research method used in this work. In section 3 the author discusses the result and discussions
found in this work, and finally the work is concluded in section 4.
2. RESEARCH METHOD
The block diagram of the proposed diagram is shown in Figure 1. The system consists of two parts
which are LoRa transmitter and receiver. LoRa/GPS shield was stacked onto Arduino at transmitter part
before location data being transmitted on the LoRa network. At receiver part, LoRa shield was stacked onto
Yun shield for data collection and then onto Arduino.
2.1. Hardware and software component
LoRa or global positioning system (GPS) shield with the part number of SX1276/SX1278 was used
in the project. In this project, Arduino Mega was chosen as the microcontroller as it has more pins that can be
used as an input or output compared to other version of Arduino. Yun shield was stacked between LoRa and
Arduino, where the purpose of Yun shield is to solve the storage issue for Arduino board as this project
require more storage to store GPS data. The transmitter and receiver parts were shown as Figures 2 and 3.
Arduino IDE was used to develop the project.
Figure 1. Block diagram of the proposed diagram Figure 2. Transmitter
2.2. Experiment setup
Figure 4 shows how the experiment has been setup graphically before data was gathered and
analyzed. Laptop was connected at each transmitter and receiver respectively while the serial monitor of each
laptop will display the longitude and latitude data.
Int J Elec & Comp Eng ISSN: 2088-8708 
Location tracking using LoRa (Norlezah Hashim)
3125
Figure 3. Receiver Figure 4. Location of field test
3. RESULTS AND ANALYSIS
Serial data in Arduino will generate the reading from LoRa GPS. Figure 5 shows the display in the
serial data. The reading shows the LAT, LON, SAT, and PREC which stands for latitude, longitude, satellite,
and precision. The precision data shows the relative accuracy of the horizontal position while the satellite
indicate the number of available positioning satellite. The reading is displayed in Figure 5. Figure 6 shows
the received signal observed from serial data. The reading of receiver consists of latitude and longitude data.
Apart from that, received signal strength indicator (RSSI) showing the measurement of the power presented
in the received signal was also displayed.
The measurement for the time taken to receive signal and RSSI were observed for every 50 meters
as shown in Figure 7. LoRa signal is able to be received within 290 meters of distances. According to LoRa
datasheet, LoRa radio transceiver is able to perform transmission for up to 1500 meters of distances. The
transmission could be interrupted by obstacles such as cars and buildings. However, LoRa still proven to be
the best performance for long range transmission compared to other wireless technology such as Zigbee,
radio frequency (RF) and wireless sensor network (WSN) where the transmission is limited within 100
meters of distances [21-25]. The RSSI reading is decreases as distances between transmitter and receiver
increases. The performance of RSSI degraded as the distance increases.
Figure 8 shows the analysis of LoRa transceiver battery lifetime. Each LoRa hardware was supplied
with alkaline battery AA which is equivalent to 6 volts power supply. It is observed that after 24 hours, the
signal transmission still occurred from transmitter to receiver. LoRa proven to be the preferred technology for
long hours of operating time.
Figure 5. Serial data display the GPS reading at transmitter
 ISSN: 2088-8708
Int J Elec & Comp Eng, Vol. 11, No. 4, August 2021 : 3123 - 3128
3126
Figure 6. Serial data display the GPS reading at receiver
Figure 7. Signal received and RSSI versus distances
Figure 8. Power consumption
4. CONCLUSION
The results prove Dragino LoRa can give network coverage for 290 meters in suburban area with
dense residential dwellings. This project could be extended by developing the gateway where the system can
be improved by allowing the devices to communicate with an application over the network server. A pole is
suggested to be used as a platform to place LoRa as Line of Sight is needed for better reception.
ACKNOWLEDGEMENTS
The authors would like to acknowledge Centre of Research and Innovation (CRIM), Universiti
Teknikal Malaysia Melaka (UTeM) for funding this research and those who give energetic and full support in
carrying this research.
Int J Elec & Comp Eng ISSN: 2088-8708 
Location tracking using LoRa (Norlezah Hashim)
3127
REFERENCES
[1] M. Centenaro, L. Vangelista, A. Zanella, and M. Zorzi, “Long range communications in unlicensed bands: the
rising stars in the IoT and smart city scenarios,” IEEE Wireless Communications, vol. 23, no. 5, pp. 60-67, 2016.
[2] J. Petajajarvi, K. Mikhaylov, M. Hamalainen, and J. Iinatti, “Evaluation of LoRa LPWAN technology for remote
health and wellbeing monitoring,” 2016 10th International Symposium on Medical Information and
Communication Technology (ISMICT), Worcester, MA, USA, 2016, pp. 1-5.
[3] S. Liu, C. Xia, and Z. Zhao, “A Low-power Real-time Air Quality Monitoring System Using LPWAN based on
LoRa,” 2016 13th IEEE International Conference on Solid-State and Integrated Circuit Technology (ICSICT),
Hangzhou, 2016, pp. 379-381.
[4] B. C. Fargas, and M. N. Petersen, “GPS-free geolocation using LoRa in low-power WANs,” 2017 Global Internet
of Things Summit (GIoTS), Geneva, Switzerland, 2017, pp. 1-6.
[5] D. Eridani, E. D. Widianto, R. D. O. Augustinus, and A. Faizal, “Monitoring system in LoRa network architecture
using smart gateway in simple LoRa protocol,” 2019 International Seminar on Research of Information
Technology and Intelligent Systems (ISRITI), Yogyakarta, Indonesia, 2019, pp. 200-204.
[6] P. Edward, A. Muhammad, S. Elzeiny, M. Ashour, T. Elshabrawy, and J. Robert, “Enhancing the Capture
Capabilities of LoRa Receivers,” 2019 International Conference on Smart Applications, Communications and
Networking (SmartNets), Sharm El Sheikh, Egypt, 2019, pp. 1-6.
[7] R. V. Rodriquez, S. Sendra, J. Sendra, J. Lloret, P. Romero-Diaz, and J. L. Garcia-Navas, “Low Cost LoRa based
Network for Forest Fire Detection,” 2019 Sixth International Conference on Internet of Things: Systems,
Management and Security (IOTSMS), Granada, Spain, 2019, pp. 177-184.
[8] J. Jaffar, A. F. A. Malik, M. F. A. Zuhairi, A. A. B. Sajak, M. T. Ismail, “Development of the LoRaWAN-based
Movement Tracking System,” 2020 14th International Conference on Ubiquitous Information Management and
Communication (IMCOM), Taichung, Taiwan, 2020, pp. 1-6.
[9] M. A. I. M. Ariff, Y. L. Then, and F. S. Tay, “Establish Connection Between Remote Areas and City to Improve
Healthcare Services,” 2019 International Conference on Green and Human Information Technology (ICGHIT),
Kuala Lumpur, Malaysia, 2019, pp. 18-23.
[10] S. Sadowski, and P. Petros, “RSSI-Based Indoor Localization with the Internet of Things,” IEEE Access, vol. 6,
pp. 30149-30161, 2018.
[11] Y. Hou, Z. Liu, and D. Sun, “A novel MAC protocol exploiting concurrent transmissions for massive LoRa
connectivity,” Journal of Communications and Networks, vol. 22, no. 2, pp. 108-117, 2020.
[12] P. Edward, S. Elzeiny, M. Ashour, and T. Elshabrawy, “On the Coexistence of LoRa- and Interleaved Chirp
Spreading LoRa-Based Modulations,” 2019 International Conference on Wireless and Mobile Computing,
Networking and Communications (WiMob), Barcelona, Spain, 2019, pp. 1-6.
[13] R. Y. Azhari, E. Firmansyah, and A. Bejo, “Simple Protocol Design of Multi-Hop Network in LoRa,” 2019
International Seminar on Research of Information Technology and Intelligent Systems (ISRITI), Yogyakarta,
Indonesia, 2019, pp. 177-181.
[14] X. Wang, L. Kong, L. He, and G. Chen, “mLoRa: A Multi-Packet Reception Protocol in LoRa networks,” 2019
IEEE 27th International Conference on Network Protocols (ICNP), Chicago, IL, USA, 2019, pp. 1-11.
[15] L. Leonardi, F. Battaglia, and L. Lo Bello, “RT-LoRa: A Medium Access Strategy to Support Real-Time Flows
Over LoRa-Based Networks for Industrial IoT Applications,” IEEE Internet of Things Journal, vol. 6, no. 6,
pp. 10812-10823, 2019.
[16] M. H. Dwijaksara, W. S. Jeon, and D. G. Jeong, “Multihop Gateway-to-Gateway Communication Protocol for
LoRa Networks,” 2019 IEEE International Conference on Industrial Technology (ICIT), Melbourne, VIC,
Australia, 2019, pp. 949-954.
[17] W. Wu, Y. Li, Y. Zhang, B. Wang, and W. Wang, “Distributed Queueing-Based Random Access Protocol for
LoRa Networks,” IEEE Internet of Things Journal, vol. 7, no. 1, pp. 763-772, 2020.
[18] S. Opipah, H. Qodim, D. Miharja, E. A. Zaki, and T. Juhana, “Prototype Design of Smart Home Base on LoRa,”
6th International Conference on Wireless and Telematics (ICWT), Yogyakarta, Indonesia, 2020.
[19] F. A. R. M. Wildan, E. A. Z. Hamidi, T. Juhana, “The Design of Application for Smart Home Base on LoRa,” 6th
International Conference on Wireless and Telematics (ICWT), Yogyakarta, Indonesia, 2020.
[20] A. B. Bababe, K. J. Ashish, K. Rajiv, “LoRa Based Intelligent Home Automation System,” International Journal of
Engineering and Advanced Technology (IJEAT), vol. 6, no. 3, pp. 88-92, 2017.
[21] N. Hashim, M. A. H. A. Razak, and F. Idris, “Home Security System Using ZigBee,” Jurnal Teknologi (Sciences &
Engineering), vol. 74, no. 10, pp. 29-34, 2015.
[22] F. Idris, N. Hashim, A.F. Kadmin, and L. B. Yee, “Intelligent Fire Detection and Alert System using LabVIEW,”
International Journal of Electrical and Computer Engineering (IJECE), vol. 9, no. 3, pp 1842-1849, 2019.
[23] N. Hashim, S. H. S. Ariffin, F. Yunus, F. Idris, and N. Fisal, “Deployment of Optimized Algorithm for MPEG-4
over Wireless Sensor Network,” ARPN Journal of Engineering and Applied Sciences, vol. 9, no. 7, pp. 1035-1041, 2014.
[24] N. Hashim, N. F. A. M. Azmi, F. Idirs, and N. Rahim, “Smartphone activated door lock using WiFi,” ARPN
Journal of Engineering and Applied Sciences, vol. 11, no. 5, pp. 3309-3312, 2016.
[25] N. Hashim, N. Noordin, F. Idris, S. N. I. M. Yusoff, and M. Zahari, “IoT blood pressure monitoring system,”
Indonesian Journal of Electrical Engineering and Computer Science (IJEECS), vol. 19, no. 3, pp. 1384-1390, 2020.
 ISSN: 2088-8708
Int J Elec & Comp Eng, Vol. 11, No. 4, August 2021 : 3123 - 3128
3128
BIOGRAPHIES OF AUTHORS
Norlezah Hashim obtained her first degree in 2006 from University of Malaya and her master
degree from Universiti Teknologi Malaysia in 2014. In the past, she worked in Panasonic as an
R&D engineer. Currently she is serving UTeM as a lecturer in Faculty of Electrical & Electronic
Engineering Technology. She published several engineering and technical works on wireless
communication and wireless sensor network.
Fakrulradzi Idris received the B.Eng. and the M.Eng. Degrees from Universiti Teknologi
Malaysia in 2007 and 2008 respectively. He received the PhD degree from The University of
Manchester, U.K in 2018. He is a senior lecturer in Faculty of Electronic and Computer
Engineering (FKEKK), Universiti Teknikal Malaysia Melaka (UTeM). His research interests
include Device-to-Device (D2D) communications, Non-Orthogonal Multiple Access (NOMA)
and 5G networks.
Tuan Nur Anisa was graduated in Bachelor Degree in Electronic Engineering
(Telecommunications) from Universiti Teknikal Malaysia Melaka (UTeM), Malaysia in 2019.
Siti Halma Johari received the Bachelor Degree in Electronic Engineering (Industrial
Electronics) from Universiti Teknikal Malaysia Melaka (UTeM) in 2005 and Master of
Engineering in Control & Automation from University of Malaya (UM), Malaysia. She was a
Test Engineer in Venture Electronic Services from 2005 to 2010 under Agilent Technologies
Department. From 2010 to 2014, she had been a Teaching Engineer at UTeM and then, in 2015,
she was appointed as a Lecturer. She is currently a PhD student in photonic research under
Nanotechnology and Sensor Laboratory at Faculty of Engineering, University Malaya.
Rozilawati Mohd Nor received the first B.Eng. degree in electrical engineering (control,
instrumentation and automation), in 2011, and the M.Sc. degree in electrical engineering from
Universiti Teknikal Malaysia Melaka, 2015. She is currently a Lecturer with the Faculty of
Electrical and Electronic Engineering Technology, Universiti Teknikal Malaysia Melaka. Her
major field of study is in control system design and application. She is a member of Board of
Engineers Malaysia (BEM) and Malaysian Board of Technologist (MBOT)
Norfariza Ab Wahab. Melaka, Malaysia, received B.Eng (2009) and M.Eng Degree (2012) and
Master from Nagaoka University of Technology, Nigata, Japan from Department of Mechanical.
She graduated as PhD student at Tokyo University of Agriculture, Japan in 2015. She is
currently working as a senior lecturer in Faculty of Mechanical and Manufacturing Engineering
Technology (FTKMP), Universiti Teknikal Malaysia Melaka (UTeM). His research interests
include advanced machining, small scale product development, CAD/CAE.

More Related Content

What's hot

Sensing and Communication using bi-directional LEDs
Sensing and Communication using bi-directional LEDsSensing and Communication using bi-directional LEDs
Sensing and Communication using bi-directional LEDs
Engineer Humair Gohar
 
An electric circuits' remote switching system based on gsm radio network
An electric circuits' remote switching system based on gsm radio networkAn electric circuits' remote switching system based on gsm radio network
An electric circuits' remote switching system based on gsm radio network
eSAT Publishing House
 
An electric circuits' remote switching system based on gsm radio network
An electric circuits' remote switching system based on gsm radio networkAn electric circuits' remote switching system based on gsm radio network
An electric circuits' remote switching system based on gsm radio network
eSAT Journals
 

What's hot (20)

Visible Light Communication
Visible Light CommunicationVisible Light Communication
Visible Light Communication
 
Development of Distributed Mains Monitoring and Switching System for Indus Co...
Development of Distributed Mains Monitoring and Switching System for Indus Co...Development of Distributed Mains Monitoring and Switching System for Indus Co...
Development of Distributed Mains Monitoring and Switching System for Indus Co...
 
Air pollution monitoring system using LoRa modul as transceiver system
Air pollution monitoring system using LoRa modul as transceiver systemAir pollution monitoring system using LoRa modul as transceiver system
Air pollution monitoring system using LoRa modul as transceiver system
 
Effects of Shadowing on LoRa LPWAN Radio Links
Effects of Shadowing on LoRa LPWAN Radio Links  Effects of Shadowing on LoRa LPWAN Radio Links
Effects of Shadowing on LoRa LPWAN Radio Links
 
Ah4301185187
Ah4301185187Ah4301185187
Ah4301185187
 
Automatic fire prevteing system in train and buses
Automatic fire prevteing system in train and busesAutomatic fire prevteing system in train and buses
Automatic fire prevteing system in train and buses
 
IRJET- Automatic Railway Crack Locator
IRJET-	 Automatic Railway Crack LocatorIRJET-	 Automatic Railway Crack Locator
IRJET- Automatic Railway Crack Locator
 
Sensing and Communication using bi-directional LEDs
Sensing and Communication using bi-directional LEDsSensing and Communication using bi-directional LEDs
Sensing and Communication using bi-directional LEDs
 
Ieeepro techno solutions ieee embedded project - multi channel remote contr...
Ieeepro techno solutions   ieee embedded project - multi channel remote contr...Ieeepro techno solutions   ieee embedded project - multi channel remote contr...
Ieeepro techno solutions ieee embedded project - multi channel remote contr...
 
Image transmission using visible light communication in data communication
Image transmission using visible light communication in data communicationImage transmission using visible light communication in data communication
Image transmission using visible light communication in data communication
 
Process monitoring, controlling and load management system in an induction motor
Process monitoring, controlling and load management system in an induction motorProcess monitoring, controlling and load management system in an induction motor
Process monitoring, controlling and load management system in an induction motor
 
Smart Garage Implementation and Design Using Whatsapp Communication Media
Smart Garage Implementation and Design Using Whatsapp Communication MediaSmart Garage Implementation and Design Using Whatsapp Communication Media
Smart Garage Implementation and Design Using Whatsapp Communication Media
 
Basic networking hardware: Switch : Router : Hub : Bridge : Gateway : Bus : C...
Basic networking hardware: Switch : Router : Hub : Bridge : Gateway : Bus : C...Basic networking hardware: Switch : Router : Hub : Bridge : Gateway : Bus : C...
Basic networking hardware: Switch : Router : Hub : Bridge : Gateway : Bus : C...
 
An electric circuits' remote switching system based on gsm radio network
An electric circuits' remote switching system based on gsm radio networkAn electric circuits' remote switching system based on gsm radio network
An electric circuits' remote switching system based on gsm radio network
 
An electric circuits' remote switching system based on gsm radio network
An electric circuits' remote switching system based on gsm radio networkAn electric circuits' remote switching system based on gsm radio network
An electric circuits' remote switching system based on gsm radio network
 
Iot module2
Iot module2Iot module2
Iot module2
 
Real time tracking based on gsm and ir module for running train
Real time tracking based on gsm and ir module for running trainReal time tracking based on gsm and ir module for running train
Real time tracking based on gsm and ir module for running train
 
Ieeepro techno solutions ieee embedded project intelligent wireless street l...
Ieeepro techno solutions  ieee embedded project intelligent wireless street l...Ieeepro techno solutions  ieee embedded project intelligent wireless street l...
Ieeepro techno solutions ieee embedded project intelligent wireless street l...
 
IRJET- Building Monitoring using Wireless System
IRJET- Building Monitoring using Wireless SystemIRJET- Building Monitoring using Wireless System
IRJET- Building Monitoring using Wireless System
 
Intelligent wireless video monitoring system using computer111111
Intelligent wireless video monitoring system using computer111111Intelligent wireless video monitoring system using computer111111
Intelligent wireless video monitoring system using computer111111
 

Similar to Location tracking using LoRa

Systematic literature survey: applications of LoRa communication
Systematic literature survey: applications of LoRa communicationSystematic literature survey: applications of LoRa communication
Systematic literature survey: applications of LoRa communication
IJECEIAES
 
On the analysis of received signal strength indicator from ESP8266
On the analysis of received signal strength indicator from ESP8266On the analysis of received signal strength indicator from ESP8266
On the analysis of received signal strength indicator from ESP8266
journalBEEI
 
LoRa-based IOT system for Remote Safety monitoring (1).pptx
LoRa-based IOT system for Remote Safety monitoring (1).pptxLoRa-based IOT system for Remote Safety monitoring (1).pptx
LoRa-based IOT system for Remote Safety monitoring (1).pptx
TanmayThakare
 

Similar to Location tracking using LoRa (20)

Loramesh
LorameshLoramesh
Loramesh
 
IRJET - Range Enhancement of IoT Devices using LoRa
IRJET - Range Enhancement of IoT Devices using LoRaIRJET - Range Enhancement of IoT Devices using LoRa
IRJET - Range Enhancement of IoT Devices using LoRa
 
LORA BASED DATA ACQUISITION SYSTEM
LORA BASED DATA ACQUISITION SYSTEMLORA BASED DATA ACQUISITION SYSTEM
LORA BASED DATA ACQUISITION SYSTEM
 
IMPLEMENTATION OF AN INTELLIGENT MOTION DETECTOR
IMPLEMENTATION OF AN INTELLIGENT MOTION DETECTORIMPLEMENTATION OF AN INTELLIGENT MOTION DETECTOR
IMPLEMENTATION OF AN INTELLIGENT MOTION DETECTOR
 
Crane monitoring system based on internet of things using long range
Crane monitoring system based on internet of things using long range Crane monitoring system based on internet of things using long range
Crane monitoring system based on internet of things using long range
 
Systematic literature survey: applications of LoRa communication
Systematic literature survey: applications of LoRa communicationSystematic literature survey: applications of LoRa communication
Systematic literature survey: applications of LoRa communication
 
IRJET- Viability of Smart City Applications with Lora WAN
IRJET- Viability of Smart City Applications with Lora WANIRJET- Viability of Smart City Applications with Lora WAN
IRJET- Viability of Smart City Applications with Lora WAN
 
Using LoRa Technology to Monitor and Control Sensors in Greenhouse
Using LoRa Technology to Monitor and Control Sensors in GreenhouseUsing LoRa Technology to Monitor and Control Sensors in Greenhouse
Using LoRa Technology to Monitor and Control Sensors in Greenhouse
 
A Review of Low Power Wide Area Technology in Licensed and Unlicensed Spectru...
A Review of Low Power Wide Area Technology in Licensed and Unlicensed Spectru...A Review of Low Power Wide Area Technology in Licensed and Unlicensed Spectru...
A Review of Low Power Wide Area Technology in Licensed and Unlicensed Spectru...
 
On the analysis of received signal strength indicator from ESP8266
On the analysis of received signal strength indicator from ESP8266On the analysis of received signal strength indicator from ESP8266
On the analysis of received signal strength indicator from ESP8266
 
40120130405017
4012013040501740120130405017
40120130405017
 
Development of real-time indoor human tracking system using LoRa technology
Development of real-time indoor human tracking system using LoRa technology Development of real-time indoor human tracking system using LoRa technology
Development of real-time indoor human tracking system using LoRa technology
 
Ijecet 06 10_005
Ijecet 06 10_005Ijecet 06 10_005
Ijecet 06 10_005
 
Radio Link Analysis for 4G TD- LTE Technology at 2.3 GHz Frequency
Radio Link Analysis for 4G TD- LTE Technology at 2.3 GHz FrequencyRadio Link Analysis for 4G TD- LTE Technology at 2.3 GHz Frequency
Radio Link Analysis for 4G TD- LTE Technology at 2.3 GHz Frequency
 
Data Communication in Internet of Things: Vision, Challenges and Future Direc...
Data Communication in Internet of Things: Vision, Challenges and Future Direc...Data Communication in Internet of Things: Vision, Challenges and Future Direc...
Data Communication in Internet of Things: Vision, Challenges and Future Direc...
 
loy
loyloy
loy
 
Application and growth of long-range communications technology in vehicular c...
Application and growth of long-range communications technology in vehicular c...Application and growth of long-range communications technology in vehicular c...
Application and growth of long-range communications technology in vehicular c...
 
Zigbee sensor network integrated with 4 g for iot applications
Zigbee sensor network integrated with 4 g for iot applicationsZigbee sensor network integrated with 4 g for iot applications
Zigbee sensor network integrated with 4 g for iot applications
 
Zigbee sensor network integrated with 4 g for iot
Zigbee sensor network integrated with 4 g for iotZigbee sensor network integrated with 4 g for iot
Zigbee sensor network integrated with 4 g for iot
 
LoRa-based IOT system for Remote Safety monitoring (1).pptx
LoRa-based IOT system for Remote Safety monitoring (1).pptxLoRa-based IOT system for Remote Safety monitoring (1).pptx
LoRa-based IOT system for Remote Safety monitoring (1).pptx
 

More from IJECEIAES

Cloud service ranking with an integration of k-means algorithm and decision-m...
Cloud service ranking with an integration of k-means algorithm and decision-m...Cloud service ranking with an integration of k-means algorithm and decision-m...
Cloud service ranking with an integration of k-means algorithm and decision-m...
IJECEIAES
 
Strengthening data integrity in academic document recording with blockchain a...
Strengthening data integrity in academic document recording with blockchain a...Strengthening data integrity in academic document recording with blockchain a...
Strengthening data integrity in academic document recording with blockchain a...
IJECEIAES
 
A systematic review of in-memory database over multi-tenancy
A systematic review of in-memory database over multi-tenancyA systematic review of in-memory database over multi-tenancy
A systematic review of in-memory database over multi-tenancy
IJECEIAES
 
Agriculture crop yield prediction using inertia based cat swarm optimization
Agriculture crop yield prediction using inertia based cat swarm optimizationAgriculture crop yield prediction using inertia based cat swarm optimization
Agriculture crop yield prediction using inertia based cat swarm optimization
IJECEIAES
 
Improved design and performance of the global rectenna system for wireless po...
Improved design and performance of the global rectenna system for wireless po...Improved design and performance of the global rectenna system for wireless po...
Improved design and performance of the global rectenna system for wireless po...
IJECEIAES
 
Advanced hybrid algorithms for precise multipath channel estimation in next-g...
Advanced hybrid algorithms for precise multipath channel estimation in next-g...Advanced hybrid algorithms for precise multipath channel estimation in next-g...
Advanced hybrid algorithms for precise multipath channel estimation in next-g...
IJECEIAES
 

More from IJECEIAES (20)

Cloud service ranking with an integration of k-means algorithm and decision-m...
Cloud service ranking with an integration of k-means algorithm and decision-m...Cloud service ranking with an integration of k-means algorithm and decision-m...
Cloud service ranking with an integration of k-means algorithm and decision-m...
 
Prediction of the risk of developing heart disease using logistic regression
Prediction of the risk of developing heart disease using logistic regressionPrediction of the risk of developing heart disease using logistic regression
Prediction of the risk of developing heart disease using logistic regression
 
Predictive analysis of terrorist activities in Thailand's Southern provinces:...
Predictive analysis of terrorist activities in Thailand's Southern provinces:...Predictive analysis of terrorist activities in Thailand's Southern provinces:...
Predictive analysis of terrorist activities in Thailand's Southern provinces:...
 
Optimal model of vehicular ad-hoc network assisted by unmanned aerial vehicl...
Optimal model of vehicular ad-hoc network assisted by  unmanned aerial vehicl...Optimal model of vehicular ad-hoc network assisted by  unmanned aerial vehicl...
Optimal model of vehicular ad-hoc network assisted by unmanned aerial vehicl...
 
Improving cyberbullying detection through multi-level machine learning
Improving cyberbullying detection through multi-level machine learningImproving cyberbullying detection through multi-level machine learning
Improving cyberbullying detection through multi-level machine learning
 
Comparison of time series temperature prediction with autoregressive integrat...
Comparison of time series temperature prediction with autoregressive integrat...Comparison of time series temperature prediction with autoregressive integrat...
Comparison of time series temperature prediction with autoregressive integrat...
 
Strengthening data integrity in academic document recording with blockchain a...
Strengthening data integrity in academic document recording with blockchain a...Strengthening data integrity in academic document recording with blockchain a...
Strengthening data integrity in academic document recording with blockchain a...
 
Design of storage benchmark kit framework for supporting the file storage ret...
Design of storage benchmark kit framework for supporting the file storage ret...Design of storage benchmark kit framework for supporting the file storage ret...
Design of storage benchmark kit framework for supporting the file storage ret...
 
Detection of diseases in rice leaf using convolutional neural network with tr...
Detection of diseases in rice leaf using convolutional neural network with tr...Detection of diseases in rice leaf using convolutional neural network with tr...
Detection of diseases in rice leaf using convolutional neural network with tr...
 
A systematic review of in-memory database over multi-tenancy
A systematic review of in-memory database over multi-tenancyA systematic review of in-memory database over multi-tenancy
A systematic review of in-memory database over multi-tenancy
 
Agriculture crop yield prediction using inertia based cat swarm optimization
Agriculture crop yield prediction using inertia based cat swarm optimizationAgriculture crop yield prediction using inertia based cat swarm optimization
Agriculture crop yield prediction using inertia based cat swarm optimization
 
Three layer hybrid learning to improve intrusion detection system performance
Three layer hybrid learning to improve intrusion detection system performanceThree layer hybrid learning to improve intrusion detection system performance
Three layer hybrid learning to improve intrusion detection system performance
 
Non-binary codes approach on the performance of short-packet full-duplex tran...
Non-binary codes approach on the performance of short-packet full-duplex tran...Non-binary codes approach on the performance of short-packet full-duplex tran...
Non-binary codes approach on the performance of short-packet full-duplex tran...
 
Improved design and performance of the global rectenna system for wireless po...
Improved design and performance of the global rectenna system for wireless po...Improved design and performance of the global rectenna system for wireless po...
Improved design and performance of the global rectenna system for wireless po...
 
Advanced hybrid algorithms for precise multipath channel estimation in next-g...
Advanced hybrid algorithms for precise multipath channel estimation in next-g...Advanced hybrid algorithms for precise multipath channel estimation in next-g...
Advanced hybrid algorithms for precise multipath channel estimation in next-g...
 
Performance analysis of 2D optical code division multiple access through unde...
Performance analysis of 2D optical code division multiple access through unde...Performance analysis of 2D optical code division multiple access through unde...
Performance analysis of 2D optical code division multiple access through unde...
 
On performance analysis of non-orthogonal multiple access downlink for cellul...
On performance analysis of non-orthogonal multiple access downlink for cellul...On performance analysis of non-orthogonal multiple access downlink for cellul...
On performance analysis of non-orthogonal multiple access downlink for cellul...
 
Phase delay through slot-line beam switching microstrip patch array antenna d...
Phase delay through slot-line beam switching microstrip patch array antenna d...Phase delay through slot-line beam switching microstrip patch array antenna d...
Phase delay through slot-line beam switching microstrip patch array antenna d...
 
A simple feed orthogonal excitation X-band dual circular polarized microstrip...
A simple feed orthogonal excitation X-band dual circular polarized microstrip...A simple feed orthogonal excitation X-band dual circular polarized microstrip...
A simple feed orthogonal excitation X-band dual circular polarized microstrip...
 
A taxonomy on power optimization techniques for fifthgeneration heterogenous ...
A taxonomy on power optimization techniques for fifthgeneration heterogenous ...A taxonomy on power optimization techniques for fifthgeneration heterogenous ...
A taxonomy on power optimization techniques for fifthgeneration heterogenous ...
 

Recently uploaded

Call for Papers - African Journal of Biological Sciences, E-ISSN: 2663-2187, ...
Call for Papers - African Journal of Biological Sciences, E-ISSN: 2663-2187, ...Call for Papers - African Journal of Biological Sciences, E-ISSN: 2663-2187, ...
Call for Papers - African Journal of Biological Sciences, E-ISSN: 2663-2187, ...
Christo Ananth
 
Call for Papers - Educational Administration: Theory and Practice, E-ISSN: 21...
Call for Papers - Educational Administration: Theory and Practice, E-ISSN: 21...Call for Papers - Educational Administration: Theory and Practice, E-ISSN: 21...
Call for Papers - Educational Administration: Theory and Practice, E-ISSN: 21...
Christo Ananth
 
Structural Analysis and Design of Foundations: A Comprehensive Handbook for S...
Structural Analysis and Design of Foundations: A Comprehensive Handbook for S...Structural Analysis and Design of Foundations: A Comprehensive Handbook for S...
Structural Analysis and Design of Foundations: A Comprehensive Handbook for S...
Dr.Costas Sachpazis
 

Recently uploaded (20)

Extrusion Processes and Their Limitations
Extrusion Processes and Their LimitationsExtrusion Processes and Their Limitations
Extrusion Processes and Their Limitations
 
MANUFACTURING PROCESS-II UNIT-5 NC MACHINE TOOLS
MANUFACTURING PROCESS-II UNIT-5 NC MACHINE TOOLSMANUFACTURING PROCESS-II UNIT-5 NC MACHINE TOOLS
MANUFACTURING PROCESS-II UNIT-5 NC MACHINE TOOLS
 
Booking open Available Pune Call Girls Pargaon 6297143586 Call Hot Indian Gi...
Booking open Available Pune Call Girls Pargaon  6297143586 Call Hot Indian Gi...Booking open Available Pune Call Girls Pargaon  6297143586 Call Hot Indian Gi...
Booking open Available Pune Call Girls Pargaon 6297143586 Call Hot Indian Gi...
 
High Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur Escorts
High Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur EscortsHigh Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur Escorts
High Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur Escorts
 
(INDIRA) Call Girl Aurangabad Call Now 8617697112 Aurangabad Escorts 24x7
(INDIRA) Call Girl Aurangabad Call Now 8617697112 Aurangabad Escorts 24x7(INDIRA) Call Girl Aurangabad Call Now 8617697112 Aurangabad Escorts 24x7
(INDIRA) Call Girl Aurangabad Call Now 8617697112 Aurangabad Escorts 24x7
 
Online banking management system project.pdf
Online banking management system project.pdfOnline banking management system project.pdf
Online banking management system project.pdf
 
MANUFACTURING PROCESS-II UNIT-2 LATHE MACHINE
MANUFACTURING PROCESS-II UNIT-2 LATHE MACHINEMANUFACTURING PROCESS-II UNIT-2 LATHE MACHINE
MANUFACTURING PROCESS-II UNIT-2 LATHE MACHINE
 
Call for Papers - African Journal of Biological Sciences, E-ISSN: 2663-2187, ...
Call for Papers - African Journal of Biological Sciences, E-ISSN: 2663-2187, ...Call for Papers - African Journal of Biological Sciences, E-ISSN: 2663-2187, ...
Call for Papers - African Journal of Biological Sciences, E-ISSN: 2663-2187, ...
 
Call for Papers - Educational Administration: Theory and Practice, E-ISSN: 21...
Call for Papers - Educational Administration: Theory and Practice, E-ISSN: 21...Call for Papers - Educational Administration: Theory and Practice, E-ISSN: 21...
Call for Papers - Educational Administration: Theory and Practice, E-ISSN: 21...
 
ONLINE FOOD ORDER SYSTEM PROJECT REPORT.pdf
ONLINE FOOD ORDER SYSTEM PROJECT REPORT.pdfONLINE FOOD ORDER SYSTEM PROJECT REPORT.pdf
ONLINE FOOD ORDER SYSTEM PROJECT REPORT.pdf
 
UNIT - IV - Air Compressors and its Performance
UNIT - IV - Air Compressors and its PerformanceUNIT - IV - Air Compressors and its Performance
UNIT - IV - Air Compressors and its Performance
 
Russian Call Girls in Nagpur Grishma Call 7001035870 Meet With Nagpur Escorts
Russian Call Girls in Nagpur Grishma Call 7001035870 Meet With Nagpur EscortsRussian Call Girls in Nagpur Grishma Call 7001035870 Meet With Nagpur Escorts
Russian Call Girls in Nagpur Grishma Call 7001035870 Meet With Nagpur Escorts
 
UNIT-III FMM. DIMENSIONAL ANALYSIS
UNIT-III FMM.        DIMENSIONAL ANALYSISUNIT-III FMM.        DIMENSIONAL ANALYSIS
UNIT-III FMM. DIMENSIONAL ANALYSIS
 
BSides Seattle 2024 - Stopping Ethan Hunt From Taking Your Data.pptx
BSides Seattle 2024 - Stopping Ethan Hunt From Taking Your Data.pptxBSides Seattle 2024 - Stopping Ethan Hunt From Taking Your Data.pptx
BSides Seattle 2024 - Stopping Ethan Hunt From Taking Your Data.pptx
 
Water Industry Process Automation & Control Monthly - April 2024
Water Industry Process Automation & Control Monthly - April 2024Water Industry Process Automation & Control Monthly - April 2024
Water Industry Process Automation & Control Monthly - April 2024
 
High Profile Call Girls Nagpur Isha Call 7001035870 Meet With Nagpur Escorts
High Profile Call Girls Nagpur Isha Call 7001035870 Meet With Nagpur EscortsHigh Profile Call Girls Nagpur Isha Call 7001035870 Meet With Nagpur Escorts
High Profile Call Girls Nagpur Isha Call 7001035870 Meet With Nagpur Escorts
 
Structural Analysis and Design of Foundations: A Comprehensive Handbook for S...
Structural Analysis and Design of Foundations: A Comprehensive Handbook for S...Structural Analysis and Design of Foundations: A Comprehensive Handbook for S...
Structural Analysis and Design of Foundations: A Comprehensive Handbook for S...
 
College Call Girls Nashik Nehal 7001305949 Independent Escort Service Nashik
College Call Girls Nashik Nehal 7001305949 Independent Escort Service NashikCollege Call Girls Nashik Nehal 7001305949 Independent Escort Service Nashik
College Call Girls Nashik Nehal 7001305949 Independent Escort Service Nashik
 
Roadmap to Membership of RICS - Pathways and Routes
Roadmap to Membership of RICS - Pathways and RoutesRoadmap to Membership of RICS - Pathways and Routes
Roadmap to Membership of RICS - Pathways and Routes
 
CCS335 _ Neural Networks and Deep Learning Laboratory_Lab Complete Record
CCS335 _ Neural Networks and Deep Learning Laboratory_Lab Complete RecordCCS335 _ Neural Networks and Deep Learning Laboratory_Lab Complete Record
CCS335 _ Neural Networks and Deep Learning Laboratory_Lab Complete Record
 

Location tracking using LoRa

  • 1. International Journal of Electrical and Computer Engineering (IJECE) Vol. 11, No. 4, August 2021, pp. 3123~3128 ISSN: 2088-8708, DOI: 10.11591/ijece.v11i4.pp3123-3128  3123 Journal homepage: http://ijece.iaescore.com Location tracking using LoRa Norlezah Hashim1 , Fakrulradzi Idris2 , Tuan Nur Anisa Tuan Ab Aziz3 , Siti Halma Johari4 , Rozilawati Mohd Nor5 , Norfariza Ab Wahab6 1,3,4 Telecommunication Research and Innovation (CeTRI), Fakulti Teknologi Kejuruteraan Elektrik dan Elektronik (FTKEE), Universiti Teknikal Malaysia Melaka (UTeM), Malaysia 2 Telecommunication Research and Innovation (CeTRI), Fakulti Kejuruteraan Elektronik dan Kejuruteraan Komputer (FKEKK), Universiti Teknikal Malaysia Melaka (UTeM), Malaysia 5 Centre for Robotics and Industrial Automation (CeRIA), Fakulti Teknologi Kejuruteraan Elektrik dan Elektronik (FTKEE), Universiti Teknikal Malaysia Melaka (UTeM), Malaysia 6 Centre of Smart System and Innovative Design (CoSSID), Fakulti Teknologi Kejuruteraan Elektrik dan Elektronik (FTKEE), Universiti Teknikal Malaysia Melaka (UTeM), Malaysia Article Info ABSTRACT Article history: Received Aug 7, 2020 Revised Nov 3, 2020 Accepted Dec 21, 2020 Local area network (LAN) as Bluetooth, WiFi and ZigBee are well established technology. The biggest problem with many LAN is the battery consumption and short ranges link budgets. LoRa is a new, private, unlicensed and spread spectrum modulation technique which allows sending low rates at extremely long ranges with minimal power consumption. More importantly, there is no access fee associated with this type of wireless technology. The main idea behind this work is to conduct performance and capability analysis of a currently available LoRa transceiver. We develop a location monitoring system using LoRa and global positioning system (GPS) module and we analyze the detectable range of its data, its battery consumption as well as received signal strength indicator (RSSI). Our deployment experiment demonstrates that the system is able to detect the transmitted data within 290 meters of distances. Using 6 volts of battery AA, the transmission of data still occurred after 24 hours. This project is emphasized a location monitoring system that provide low power usage but long range. Keywords: Arduino GPS IoT LoRa RSSI This is an open access article under the CC BY-SA license. Corresponding Author: Norlezah Hashim Centre for Telecommunication Research and Innovation (CeTRI) Fakulti Teknologi Kejuruteraan Elektrik dan Elektronik (FTKEE) Universiti Teknikal Malaysia Melaka (UTeM) Hang Tuah Jaya, 76100 Durian Tunggal, Melaka, Malaysia Email: norlezah@utem.edu.my 1. INTRODUCTION LoRa is a new, private, unlicensed and spread spectrum modulation technique which allows sending low rates data at extremely long ranges with minimum power consumption. More importantly, there is no access fee associated with this type of wireless technology. Local area network (LAN) as Bluetooth, WiFi and ZigBee are well established technology. The biggest problem with many LAN is the battery consumption and short ranges link budgets. Other than that, fundamentally mobile networks like LTE was developed for better data throughput but has disadvantage in term of power consumption. Both LAN and cellular network are quite expensive to deploy in a wide area for instance to cover a whole city. All these statements mentioned, a more efficient method is suggested to overcome these issues by using low power wide area network (LPWAN), LoRa. LoRa and the internet of things (IoT) have become the most important parts of
  • 2.  ISSN: 2088-8708 Int J Elec & Comp Eng, Vol. 11, No. 4, August 2021 : 3123 - 3128 3124 modern telecommunications which need best in class battery life. LoRa needs very minimal cost for deployment at the same time it did not need to be licensed. LoRa has been used in many health applications where many aimed for the long range communication for real time monitoring. Marco in [1] used LoRa to monitor and control the humidity of different rooms in order to reduce the costs of air conditioning operation. In [2] LoRa has been used to monitor the temperature of blood fridges inside a blood transfusion service. Reference [3] aimed to monitor air quality using different types of gas sensors. Meanwhile the author in [4] have developed a location tracking system without using global positioning system (GPS) but using multilateration algorithm on the gateways timestamps from received packages. From the applications mentioned, LoRa has great potential for universal applications especially for long range monitoring purposes. Dragino LoRa is used in many experimental research as mentioned in [5-10] but so far there is no analysis related to distances capability of LoRa transceiver while few researchers [11-17] focusses on improving the LoRa protocol. The authors in [18-20] proposed a mobile application and prototype smart home system based on LoRa. By comparing to the previous works, this paper presents the development and analysis of location tracking system using LoRa module and GPS shield. The rest of this paper is organized as follows. Section 2 explain the research method used in this work. In section 3 the author discusses the result and discussions found in this work, and finally the work is concluded in section 4. 2. RESEARCH METHOD The block diagram of the proposed diagram is shown in Figure 1. The system consists of two parts which are LoRa transmitter and receiver. LoRa/GPS shield was stacked onto Arduino at transmitter part before location data being transmitted on the LoRa network. At receiver part, LoRa shield was stacked onto Yun shield for data collection and then onto Arduino. 2.1. Hardware and software component LoRa or global positioning system (GPS) shield with the part number of SX1276/SX1278 was used in the project. In this project, Arduino Mega was chosen as the microcontroller as it has more pins that can be used as an input or output compared to other version of Arduino. Yun shield was stacked between LoRa and Arduino, where the purpose of Yun shield is to solve the storage issue for Arduino board as this project require more storage to store GPS data. The transmitter and receiver parts were shown as Figures 2 and 3. Arduino IDE was used to develop the project. Figure 1. Block diagram of the proposed diagram Figure 2. Transmitter 2.2. Experiment setup Figure 4 shows how the experiment has been setup graphically before data was gathered and analyzed. Laptop was connected at each transmitter and receiver respectively while the serial monitor of each laptop will display the longitude and latitude data.
  • 3. Int J Elec & Comp Eng ISSN: 2088-8708  Location tracking using LoRa (Norlezah Hashim) 3125 Figure 3. Receiver Figure 4. Location of field test 3. RESULTS AND ANALYSIS Serial data in Arduino will generate the reading from LoRa GPS. Figure 5 shows the display in the serial data. The reading shows the LAT, LON, SAT, and PREC which stands for latitude, longitude, satellite, and precision. The precision data shows the relative accuracy of the horizontal position while the satellite indicate the number of available positioning satellite. The reading is displayed in Figure 5. Figure 6 shows the received signal observed from serial data. The reading of receiver consists of latitude and longitude data. Apart from that, received signal strength indicator (RSSI) showing the measurement of the power presented in the received signal was also displayed. The measurement for the time taken to receive signal and RSSI were observed for every 50 meters as shown in Figure 7. LoRa signal is able to be received within 290 meters of distances. According to LoRa datasheet, LoRa radio transceiver is able to perform transmission for up to 1500 meters of distances. The transmission could be interrupted by obstacles such as cars and buildings. However, LoRa still proven to be the best performance for long range transmission compared to other wireless technology such as Zigbee, radio frequency (RF) and wireless sensor network (WSN) where the transmission is limited within 100 meters of distances [21-25]. The RSSI reading is decreases as distances between transmitter and receiver increases. The performance of RSSI degraded as the distance increases. Figure 8 shows the analysis of LoRa transceiver battery lifetime. Each LoRa hardware was supplied with alkaline battery AA which is equivalent to 6 volts power supply. It is observed that after 24 hours, the signal transmission still occurred from transmitter to receiver. LoRa proven to be the preferred technology for long hours of operating time. Figure 5. Serial data display the GPS reading at transmitter
  • 4.  ISSN: 2088-8708 Int J Elec & Comp Eng, Vol. 11, No. 4, August 2021 : 3123 - 3128 3126 Figure 6. Serial data display the GPS reading at receiver Figure 7. Signal received and RSSI versus distances Figure 8. Power consumption 4. CONCLUSION The results prove Dragino LoRa can give network coverage for 290 meters in suburban area with dense residential dwellings. This project could be extended by developing the gateway where the system can be improved by allowing the devices to communicate with an application over the network server. A pole is suggested to be used as a platform to place LoRa as Line of Sight is needed for better reception. ACKNOWLEDGEMENTS The authors would like to acknowledge Centre of Research and Innovation (CRIM), Universiti Teknikal Malaysia Melaka (UTeM) for funding this research and those who give energetic and full support in carrying this research.
  • 5. Int J Elec & Comp Eng ISSN: 2088-8708  Location tracking using LoRa (Norlezah Hashim) 3127 REFERENCES [1] M. Centenaro, L. Vangelista, A. Zanella, and M. Zorzi, “Long range communications in unlicensed bands: the rising stars in the IoT and smart city scenarios,” IEEE Wireless Communications, vol. 23, no. 5, pp. 60-67, 2016. [2] J. Petajajarvi, K. Mikhaylov, M. Hamalainen, and J. Iinatti, “Evaluation of LoRa LPWAN technology for remote health and wellbeing monitoring,” 2016 10th International Symposium on Medical Information and Communication Technology (ISMICT), Worcester, MA, USA, 2016, pp. 1-5. [3] S. Liu, C. Xia, and Z. Zhao, “A Low-power Real-time Air Quality Monitoring System Using LPWAN based on LoRa,” 2016 13th IEEE International Conference on Solid-State and Integrated Circuit Technology (ICSICT), Hangzhou, 2016, pp. 379-381. [4] B. C. Fargas, and M. N. Petersen, “GPS-free geolocation using LoRa in low-power WANs,” 2017 Global Internet of Things Summit (GIoTS), Geneva, Switzerland, 2017, pp. 1-6. [5] D. Eridani, E. D. Widianto, R. D. O. Augustinus, and A. Faizal, “Monitoring system in LoRa network architecture using smart gateway in simple LoRa protocol,” 2019 International Seminar on Research of Information Technology and Intelligent Systems (ISRITI), Yogyakarta, Indonesia, 2019, pp. 200-204. [6] P. Edward, A. Muhammad, S. Elzeiny, M. Ashour, T. Elshabrawy, and J. Robert, “Enhancing the Capture Capabilities of LoRa Receivers,” 2019 International Conference on Smart Applications, Communications and Networking (SmartNets), Sharm El Sheikh, Egypt, 2019, pp. 1-6. [7] R. V. Rodriquez, S. Sendra, J. Sendra, J. Lloret, P. Romero-Diaz, and J. L. Garcia-Navas, “Low Cost LoRa based Network for Forest Fire Detection,” 2019 Sixth International Conference on Internet of Things: Systems, Management and Security (IOTSMS), Granada, Spain, 2019, pp. 177-184. [8] J. Jaffar, A. F. A. Malik, M. F. A. Zuhairi, A. A. B. Sajak, M. T. Ismail, “Development of the LoRaWAN-based Movement Tracking System,” 2020 14th International Conference on Ubiquitous Information Management and Communication (IMCOM), Taichung, Taiwan, 2020, pp. 1-6. [9] M. A. I. M. Ariff, Y. L. Then, and F. S. Tay, “Establish Connection Between Remote Areas and City to Improve Healthcare Services,” 2019 International Conference on Green and Human Information Technology (ICGHIT), Kuala Lumpur, Malaysia, 2019, pp. 18-23. [10] S. Sadowski, and P. Petros, “RSSI-Based Indoor Localization with the Internet of Things,” IEEE Access, vol. 6, pp. 30149-30161, 2018. [11] Y. Hou, Z. Liu, and D. Sun, “A novel MAC protocol exploiting concurrent transmissions for massive LoRa connectivity,” Journal of Communications and Networks, vol. 22, no. 2, pp. 108-117, 2020. [12] P. Edward, S. Elzeiny, M. Ashour, and T. Elshabrawy, “On the Coexistence of LoRa- and Interleaved Chirp Spreading LoRa-Based Modulations,” 2019 International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob), Barcelona, Spain, 2019, pp. 1-6. [13] R. Y. Azhari, E. Firmansyah, and A. Bejo, “Simple Protocol Design of Multi-Hop Network in LoRa,” 2019 International Seminar on Research of Information Technology and Intelligent Systems (ISRITI), Yogyakarta, Indonesia, 2019, pp. 177-181. [14] X. Wang, L. Kong, L. He, and G. Chen, “mLoRa: A Multi-Packet Reception Protocol in LoRa networks,” 2019 IEEE 27th International Conference on Network Protocols (ICNP), Chicago, IL, USA, 2019, pp. 1-11. [15] L. Leonardi, F. Battaglia, and L. Lo Bello, “RT-LoRa: A Medium Access Strategy to Support Real-Time Flows Over LoRa-Based Networks for Industrial IoT Applications,” IEEE Internet of Things Journal, vol. 6, no. 6, pp. 10812-10823, 2019. [16] M. H. Dwijaksara, W. S. Jeon, and D. G. Jeong, “Multihop Gateway-to-Gateway Communication Protocol for LoRa Networks,” 2019 IEEE International Conference on Industrial Technology (ICIT), Melbourne, VIC, Australia, 2019, pp. 949-954. [17] W. Wu, Y. Li, Y. Zhang, B. Wang, and W. Wang, “Distributed Queueing-Based Random Access Protocol for LoRa Networks,” IEEE Internet of Things Journal, vol. 7, no. 1, pp. 763-772, 2020. [18] S. Opipah, H. Qodim, D. Miharja, E. A. Zaki, and T. Juhana, “Prototype Design of Smart Home Base on LoRa,” 6th International Conference on Wireless and Telematics (ICWT), Yogyakarta, Indonesia, 2020. [19] F. A. R. M. Wildan, E. A. Z. Hamidi, T. Juhana, “The Design of Application for Smart Home Base on LoRa,” 6th International Conference on Wireless and Telematics (ICWT), Yogyakarta, Indonesia, 2020. [20] A. B. Bababe, K. J. Ashish, K. Rajiv, “LoRa Based Intelligent Home Automation System,” International Journal of Engineering and Advanced Technology (IJEAT), vol. 6, no. 3, pp. 88-92, 2017. [21] N. Hashim, M. A. H. A. Razak, and F. Idris, “Home Security System Using ZigBee,” Jurnal Teknologi (Sciences & Engineering), vol. 74, no. 10, pp. 29-34, 2015. [22] F. Idris, N. Hashim, A.F. Kadmin, and L. B. Yee, “Intelligent Fire Detection and Alert System using LabVIEW,” International Journal of Electrical and Computer Engineering (IJECE), vol. 9, no. 3, pp 1842-1849, 2019. [23] N. Hashim, S. H. S. Ariffin, F. Yunus, F. Idris, and N. Fisal, “Deployment of Optimized Algorithm for MPEG-4 over Wireless Sensor Network,” ARPN Journal of Engineering and Applied Sciences, vol. 9, no. 7, pp. 1035-1041, 2014. [24] N. Hashim, N. F. A. M. Azmi, F. Idirs, and N. Rahim, “Smartphone activated door lock using WiFi,” ARPN Journal of Engineering and Applied Sciences, vol. 11, no. 5, pp. 3309-3312, 2016. [25] N. Hashim, N. Noordin, F. Idris, S. N. I. M. Yusoff, and M. Zahari, “IoT blood pressure monitoring system,” Indonesian Journal of Electrical Engineering and Computer Science (IJEECS), vol. 19, no. 3, pp. 1384-1390, 2020.
  • 6.  ISSN: 2088-8708 Int J Elec & Comp Eng, Vol. 11, No. 4, August 2021 : 3123 - 3128 3128 BIOGRAPHIES OF AUTHORS Norlezah Hashim obtained her first degree in 2006 from University of Malaya and her master degree from Universiti Teknologi Malaysia in 2014. In the past, she worked in Panasonic as an R&D engineer. Currently she is serving UTeM as a lecturer in Faculty of Electrical & Electronic Engineering Technology. She published several engineering and technical works on wireless communication and wireless sensor network. Fakrulradzi Idris received the B.Eng. and the M.Eng. Degrees from Universiti Teknologi Malaysia in 2007 and 2008 respectively. He received the PhD degree from The University of Manchester, U.K in 2018. He is a senior lecturer in Faculty of Electronic and Computer Engineering (FKEKK), Universiti Teknikal Malaysia Melaka (UTeM). His research interests include Device-to-Device (D2D) communications, Non-Orthogonal Multiple Access (NOMA) and 5G networks. Tuan Nur Anisa was graduated in Bachelor Degree in Electronic Engineering (Telecommunications) from Universiti Teknikal Malaysia Melaka (UTeM), Malaysia in 2019. Siti Halma Johari received the Bachelor Degree in Electronic Engineering (Industrial Electronics) from Universiti Teknikal Malaysia Melaka (UTeM) in 2005 and Master of Engineering in Control & Automation from University of Malaya (UM), Malaysia. She was a Test Engineer in Venture Electronic Services from 2005 to 2010 under Agilent Technologies Department. From 2010 to 2014, she had been a Teaching Engineer at UTeM and then, in 2015, she was appointed as a Lecturer. She is currently a PhD student in photonic research under Nanotechnology and Sensor Laboratory at Faculty of Engineering, University Malaya. Rozilawati Mohd Nor received the first B.Eng. degree in electrical engineering (control, instrumentation and automation), in 2011, and the M.Sc. degree in electrical engineering from Universiti Teknikal Malaysia Melaka, 2015. She is currently a Lecturer with the Faculty of Electrical and Electronic Engineering Technology, Universiti Teknikal Malaysia Melaka. Her major field of study is in control system design and application. She is a member of Board of Engineers Malaysia (BEM) and Malaysian Board of Technologist (MBOT) Norfariza Ab Wahab. Melaka, Malaysia, received B.Eng (2009) and M.Eng Degree (2012) and Master from Nagaoka University of Technology, Nigata, Japan from Department of Mechanical. She graduated as PhD student at Tokyo University of Agriculture, Japan in 2015. She is currently working as a senior lecturer in Faculty of Mechanical and Manufacturing Engineering Technology (FTKMP), Universiti Teknikal Malaysia Melaka (UTeM). His research interests include advanced machining, small scale product development, CAD/CAE.