TY - GEN
T1 - The Development of IoT-Smart Basket
T2 - 3rd International Conference on Computer and Informatics Engineering, IC2IE 2020
AU - Waranugraha, Nandiwardhana
AU - Suryanegara, Muhammad
N1 - Publisher Copyright:
© 2020 IEEE.
Copyright:
Copyright 2020 Elsevier B.V., All rights reserved.
PY - 2020/9/15
Y1 - 2020/9/15
N2 - This paper aims to develop the Internet-of Things (IoT) Smart-Basket, working on 2 different systems, i.e. Edge Computing and Cloud Computing. To identify the best system, we compare the performance between 'Edge Computing' system and 'Cloud Computing' system. The system consists of Raspberry Pi hardware and webcam. Python, TFLite, OpenCV, and Google Cloud Vision API software to detect shopping objects. The object detection results are calculated and sent to end-users through the Telegram application. Discussions are presented concerning the Time Performance and RSSI Value between two systems. The results show 'Edge Computing' systems have a more stable system with an average processing time of 1.74 sec on Line-of-Sight (LOS) condition and 1.75 sec on Non-Line-of-Sight (NLOS) condition compared to 'Cloud Computing' systems with an average processing time of 10.46 sec on LOS condition and 5.36 sec on NLOS condition.
AB - This paper aims to develop the Internet-of Things (IoT) Smart-Basket, working on 2 different systems, i.e. Edge Computing and Cloud Computing. To identify the best system, we compare the performance between 'Edge Computing' system and 'Cloud Computing' system. The system consists of Raspberry Pi hardware and webcam. Python, TFLite, OpenCV, and Google Cloud Vision API software to detect shopping objects. The object detection results are calculated and sent to end-users through the Telegram application. Discussions are presented concerning the Time Performance and RSSI Value between two systems. The results show 'Edge Computing' systems have a more stable system with an average processing time of 1.74 sec on Line-of-Sight (LOS) condition and 1.75 sec on Non-Line-of-Sight (NLOS) condition compared to 'Cloud Computing' systems with an average processing time of 10.46 sec on LOS condition and 5.36 sec on NLOS condition.
KW - cloud computing
KW - edge computing
KW - internet of things (IoT)
KW - smart-basket
UR - http://www.scopus.com/inward/record.url?scp=85098959636&partnerID=8YFLogxK
U2 - 10.1109/IC2IE50715.2020.9274596
DO - 10.1109/IC2IE50715.2020.9274596
M3 - Conference contribution
AN - SCOPUS:85098959636
T3 - 2020 3rd International Conference on Computer and Informatics Engineering, IC2IE 2020
SP - 410
EP - 414
BT - 2020 3rd International Conference on Computer and Informatics Engineering, IC2IE 2020
A2 - Hermawan, Indra
A2 - Rasyidin, Muhammad Yusuf Bagus
A2 - Huzaifa, Malisa
A2 - Ermis Ismail, Iklima
A2 - Muharram, Asep Taufik
A2 - Mardiyono, Anggi
A2 - Marcheeta, Noorlela
A2 - Kurniawati, Dewi
A2 - Yuly, Ade Rahma
A2 - Suhanda, Ariawan Andi
PB - Institute of Electrical and Electronics Engineers Inc.
Y2 - 15 September 2020 through 16 September 2020
ER -