In-store Product Placement Using LiDAR-Assisted Discrete PSO Algorithm

Shajulin Benedict, R. Lakshin Kumar, M. Baranidaran

Publikation: Beitrag in Buch/Bericht/KonferenzbandKonferenzbeitragBegutachtung

1 Zitat (Scopus)

Abstract

The fundamental reason for a business failure is not only because of the quality of products. Novel IoT-enabled approaches have good reasons to proliferate businesses in multitudes using IoT-enabled solutions. The traditional approach of placing products in pre-identified positions in shopping malls or showroom centers has delayed or missed customer attractions. This article proposes a Light Detection and Ranging (LiDAR)-based in-store product placement approach. The proposed mechanism utilized a LiDAR sensor to quickly identify the missing products from racks; it incorporates Discrete Particle Swarm Optimization (Discrete PSO) algorithm-specific product placement mechanism. The decisions of Discrete PSO attempted to maximize the attraction of customers and minimize the cost involved in transporting products to corresponding racks. The proposed approach was experimented with at the IoT Cloud Research laboratory. The experimental results reveal that the Discrete PSO algorithm-based product placement approach reduced the delivery time of products and increased customer attraction with an efficiency of 38.02 percent in combined objectives. The approach will be beneficial for increasing the number of customers and product sales in in-store business locations.

OriginalspracheEnglisch
TitelInformation, Communication and Computing Technology - 8th International Conference, ICICCT 2023, Revised Selected Papers
Redakteure/-innenJemal Abawajy, Joao Tavares, Latika Kharb, Deepak Chahal, Ali Bou Nassif
Herausgeber (Verlag)Springer Science and Business Media Deutschland GmbH
Seiten74-87
Seitenumfang14
ISBN (Print)9783031438370
DOIs
PublikationsstatusVeröffentlicht - 2023
Extern publiziertJa
Veranstaltung8th International Conference on Information, Communication and Computing Technology, ICICCT 2023 - New Delhi, Indien
Dauer: 27 Mai 202327 Mai 2023

Publikationsreihe

NameCommunications in Computer and Information Science
Band1841 CCIS
ISSN (Print)1865-0929
ISSN (elektronisch)1865-0937

Konferenz

Konferenz8th International Conference on Information, Communication and Computing Technology, ICICCT 2023
Land/GebietIndien
OrtNew Delhi
Zeitraum27/05/2327/05/23

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