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International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 07 Issue: 03 | Mar 2020 www.irjet.net p-ISSN: 2395-0072
© 2020, IRJET | Impact Factor value: 7.34 | ISO 9001:2008 Certified Journal | Page 2462
Shopping Automation Techniques
Pushpavalli S1, Bharath S2, Aravinth Kumar P3, Krishnakanth M4
1Assistant Professor, Department of Information Technology, Sri Manakula Vinayagar Engineering College of
Engineering, Puducherry - 605107
234UG Students, Department of Information Technology, Sri Manakula Vinayagar Engineering College of
Engineering, Puducherry - 605107
---------------------------------------------------------------------***---------------------------------------------------------------------
Abstract - A major task on which people are discovered
investing conservative amountofenergyandtime nowadaysis
shopping. Convenient shopping experience hasbeenapopular
research topic due to the rapidgrowthofcorporatecompanies
and their market strategies. In the growing population and
their daily needs, it is the most essential task to keep the sales
high and shopping more convenient and innovative.
Technological innovations in shopping overcome a lot of day
to day challenges. This paper briefs about the challenges and
advantages of various methods in shopping automation. The
broad classification of existing methods is done. The mainaim
is to comprehensively study all the existing methods.
Key Words: Shopping automation, Billing, Retailing,
Convenient shopping, RFID Shopping.
1.INTRODUCTION
The need for improvement or development of new
technology has been coupled with an aim to reduce and
make our day to day tasks less demanding, agitating and
conserves time. Generally, most of the general population go
through an hour or more on shopping every day.
Every people in the city goes to shop the daily needs of life
such as food, clothing, electrical products etc. in the nearby
shopping malls [1]. Almost all the weekends are spent on
shopping at these malls. A large number of potential buyers
choose to leave the shopping store on seeing a long queue or
even after picking the products and not buying them
eventually because they don’t want to wait in that long
queues.
We are witnessing Barcodes for many years and have been
used by every departmental stores and supermarkets for
managing purchases and keeping track ofinventories. There
are certain issues with the existing system of
barcodes.
 Customers are not satisfied on waiting at longer
queues [2]
 Requires lot of man power which is very expensive
 Orientation dependent
The advent of online shopping doesn’t take away the in-
person shopping completelybecauseofthepeople’scraze on
visual shopping.
There have been various attempts which were carriedout in
the past to change the conservative and traditional shopping
experience. There are numerous constructive frameworks
for detecting the products, billing them and making
payments radically. In this paper, we will discuss various
technologies and methodologies to automate the
troublesome offline retail shopping. The methods can be
classified based on the technology and implementing
methodologies. There is a major focus on reducing the
lengthy queues.
As stated above, we investigated few technologiesthataid in
transforming conventional counter billing, following arethe
classification for this techniques and descriptionof eachone
of them.
This paper is organized as follows. Section 2 presents
various technologies on shopping automation, the
comparative study of various techniques is detailed in
Section 3. Finally, we discuss the research directives in
section 4.
2.TECHNOLOGIES ON BILLING AND RETAILING
2.1 Radio Frequency Identification
Fig -1: Automated Shopping and Billing System Using
RFID [3].
System uses Radio Frequency Identification based trolley
which scans every product placed in the trolley. The data
about the products are shown in the display fitted for
purchase confirmation.Thetrolleywillbeconnectedwiththe
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 07 Issue: 03 | Mar 2020 www.irjet.net p-ISSN: 2395-0072
© 2020, IRJET | Impact Factor value: 7.34 | ISO 9001:2008 Certified Journal | Page 2463
customer mobile application through the Wi-Fi Module (ESP
8266). The application redirects to payment of the purchase.
Information is eradicated from the microcontroller memory
after the customer has finished purchasing and makes the
trolley available for the next customer [3].
Trolleys are designed in such a way that it is fitted with an
UHF RFID Reader. The reader initiate transmission signal,
this signal will reach Circular Polarised (CP) antenna and
start transmission. Trolley is scanned throughout which will
give power to the RFID tag and that will induce current to
power IC on the tag. The tag generates a signal with EPCcode
and sends the signal back to CP antenna. The received signal
will provide product information that will be displayed in
customer UI and helps in update inventory [4].
The developed system comprises of Billing and Inventory
management unit (BIMU), Cart location detection unit
(CLDU), User Interface and display unit (UIDU) and Server
Communication unit (SCU). These units are integrated into a
smart enclosed system. This smart shopping cart will reduce
the checkoutlanestohelpthecustomers.Thecustomershave
to scan the items themselves. The total of products on
shopping cart updated on the LCD screen [5].
2.2 Near Field Communication
Fig -2: Payment using Near Field Communication(NFC)
After picking of product, customer have to scan the
corresponding QR code on the product using his/her mobile
application.Nowcustomershouldcreateawishlistbyadding
the items. After confirming of the products in the wish list to
buy, the bill will be generated using the mobile payment
system using NFC technology. Customer should confirm the
payment by clicking pay option from the mobilepayment[6].
It introduces a smart basket cart and NFC membership card.
The basket is activated by scanning the NFC membership
card. Basket checks for any NFC tags of products. On reading
a tag, basket keeps adding it to the purchase list. The end
shopping option on the screen will generate the bill.
The data from the OLED is going to transfer to the billing
counter computer through ESP8266 Wi-Fi module. The
OLED allows customers to compare the total price with the
budget in the pocket before billing. Purchase will be
completed on paying cash at counter [7].
2.3 RFID AND ZIGBEE
This system proposes a Trolley which has a RFID reader and
ZigBee Trans receiver installed on it. Every product in the
shelves of the shop is fitted with a RFID tag on it. The
products on placing in the trolley will send the purchase
details to a Centralized Server System using the ZigBee
module and the cart also displays Product Info, Expiry Date
and Better Alternatives to customer. The payment of money
will be an online payment procedure. It also includes a RFID
reader at the exit door for anti-theft [8].
All products are tagged with RFID tagsandthesmartshelves
in the store with RFID scanner will maintain the stocks. The
tag has HMAC field which checks malicious modification on
tag data and the cart has weight scanner which checks for
tag tampered products. The cart will scan the products and
send the data to counter using ZigBee. After billing, the
status of product changed to “SOLD”, this prevents theft at
exit gate [9].
2.4 RFID AND RASPBERRY PI
Employing a Smart RFID cards which are attached to the
products for their unique identification. The trolley will
check for the RFID tags on the products and the LCD
mounted on the trolley will display the data and total cost. If
any item is removed, the total cost will be deducted. After
complete purchasing, the customer has to press send key,
this makes the raspberry pi to generate bill on the counter
and SMS will be sent to user [10].
2.5 ANDROID APPLICATION
Products with barcode are scanned using the customer’s
android application which is designed by a specific retailing
chain or company. Application will addproductstopurchase
list and update the inventory by communicating with the
biller system. The customer then proceeds with payment in
the application and checkout with his product [11].
2.6 SENSORS
The shelves in the stores are configured with cameras and
sensors. Sensors in the shelf rack will find whether the
product is picked up by any customer.Sensorswill findthese
by keep on monitoring the weight of the rack. Cameras will
identify the customer who is picking up the productbyusing
computer vision, and RFID tags will assist in the blind spots.
Deep learning in the cameras will effectively identify the
customers. Sensor fusion is used to enhance the data being
collected by the system of cameras, RFIDs tags and readers
throughout the store. The purchase is billed against
customer’s amazon pay account balance [12].
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 07 Issue: 03 | Mar 2020 www.irjet.net p-ISSN: 2395-0072
© 2020, IRJET | Impact Factor value: 7.34 | ISO 9001:2008 Certified Journal | Page 2464
2.7 BARCODE READERS
Fig -3: Automated Shopping Trolley for Super Market
Billing System [14].
Each trolley is assigned a unique ID and the customer will be
associated with that ID. Barcoded products are scanned
using a barcode scanner in every trolley by himself. While
the customer is scanning the barcode of the product, a
picture of the product is taken by a camera on top of cart.
The barcode and the cart ID are transmitted as two different
fields by the sensor mote on the cart to the Base Station.
Attendant-flag field is sent for staff assistance in case of
discrepancy.
Base station will retrieve the product information from
database for the barcode, update the inventory and
generates the bill at the System UI. The captured image will
be used if any customer skip scanning a product. Proceeding
with the payment, shopping will get completed [13].
Trolleys are equipped with PI camera and it is assigned to a
customer. Trolley will monitor the movements of the
customer and move along with themwiththehelpofmotors.
After picking the product, customer has to scan the product
using barcode reader on the trolley. Raspberry pie will send
the information about products being picked to the cloud.
Checkout counter will get cleared by paying the bill to staff
[14].
2.8 IMAGE PROCESSING
A real time application for automated billing is proposed.
Database of images of all the unique products in the shop is
fed to the system. System is trained to recognize the object
more accurately by feeding Multiple images of same object
by varying the scale and orientations.
Images are trainedusingHybridPCA-SIFT-FREAKalgorithm.
Camera on the checkout counter is fitted on top/ceiling
having a wide noiseless coverage. Application will compare
the captured image with the trained data on the database.
Thus the image got recognized and billed for purchase.
Fig -4: Hybrid PCA-SIFT-FREAK algorithm [15].
The system is also developed for simultaneous detection
of multiple objects offering advantage over barcode based
billing system [15].
3. SUMMARY
The methods discussed so far are listed in Table 1. The
implementations of the methods are explainedin briefalong
with the limitations.
Table -1: Classification of methods on shopping automation
METHOD IMPLEMENTATION LIMITATION
Radio Frequency
Identification
Radiofrequency Identification based trolley can
communicate with the billing system that is the
Mobile Application [3].
The framework of RFID is considered to be
expensive.
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 07 Issue: 03 | Mar 2020 www.irjet.net p-ISSN: 2395-0072
© 2020, IRJET | Impact Factor value: 7.34 | ISO 9001:2008 Certified Journal | Page 2465
Two Circular polarized antenna covers most of
products on the trolley and use of Xerafy tags for
easy detection [4].
Scanner may scan the products in the shelves and
nearby trolleys.
System consists of several units for each functions.
They are Billing and Inventory management unit
(BIMU), Cart location detection unit (CLDU), User
Interface and display unit (UIDU) and Server
Communication unit (SCU) [5].
1. Communication is not very secure
2. Another ZigBee module operating at the same
frequency can easily interrupt the transmitted data
Near Field
Communication
(NFC)
Smart basket designed with NFC scanner will bill
the NFC tagged products [6].
Expensive to adopt NFC system in every basket.
Buyer can buy the items directly from his Android
NFC empowered Mobile [7].
NFC payments are not secure as it can be easily
hacked.
RFID and ZigBee RFID products get billed and an anti-theft module
is employed [8].
Installation cost increases by increase in number of
carts.
Smart shelves will maintain stocks and HMAC
fields on tag checks for malicious RFID data
modifications [9].
computational overhead at the smart cart side that
reduces efficiency, and lack of security issues on
ZigBee Communication.
RFID and
Raspberry pie
RFID scanner fitted trolley will send the purchase
details to billing system using the raspberry pie
module [10].
Communication signals with the billing system may
be interrupted with other signals.
Android
application
Barcoded products are scanned and billed using
mobile application, payment will be on the counter
end [11].
No mechanism for legitimate billing as customers can
easily.
Sensors Computer vision and sensors will identify the
purchase and bill it to the customer [12].
Huge installation cost.
Barcode Readers
Barcode is scanned by customer and the base
station will generate bill and update inventory
[13].
Similar to traditional billing at counter as it takes the
same time.
PI camera fixed trolley follows the customer and
customer scans the products using barcode [14].
No changes are made in billing time.
Image processing Billing is done by recognizing products by product
images trained using Hybrid PCA-SIFT-FREAK
algorithm [15].
Products get missed while product recognition. This
causes loss to the shop.
4. RESEARCH DIRECTIVES
Automation onshoppingprovidesendless scopeforresearch
ideas. The major problems,furthertobeconsideredinfuture
are,
 Product recognition is one of the main hurdles in
automating the shopping.Productidentificationmethods
are often associated with inaccuracy. Therefore, efficient
method to recognise the products should be proposed to
arrive at results more accurately.
 The classification of different products and brands plays
a major role in identifying the product.
 Classifying products become an overhead in case of
image processing methodologies.
 In case of RFID based detection, there is a huge
disadvantage of placing the RFID scanner in the trolley
due to their huge cost and installation issues. This can be
overcome by installing the RFID scanner at the exit gate.
 In image based detection the occlusions due to
orientations, light glare and other distortions causes
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 07 Issue: 03 | Mar 2020 www.irjet.net p-ISSN: 2395-0072
© 2020, IRJET | Impact Factor value: 7.34 | ISO 9001:2008 Certified Journal | Page 2466
disturbances for product recognition. Therefore, they
should be removed.
 Payment by NFC will have some trust issues. This can be
overcome by introducing wallet technologies or by
debiting bill amount directly from linked bank account.
5. CONCLUSIONS
Shopping in a more convenient and easy way is a wide range
expectation by the consumers. The survey article is a brief
study of various technological innovations on convenient
shopping and related methods.Thecomponentsandsensors
used are analyzed such as RFID, NFC, barcode readers, etc.
Various methods are comprehensively studied.
Implementation of these methods and their limitations are
discussed. Future scope of this research topic isdiscussedas
research directives. This paper broadly analyses, discusses
and classifies wide range of smart shopping techniques.
REFERENCES
[1] Mrs.Meenakshi M.E., Joshiba Amali.S, Divya P.M, “Smart
Trolley and Automatic Billing” International Journal of
Advanced Research in Biology Ecology Science and
Technology(IJARBEST), August 2015.
[2] S. Sainath, K. Surender, V. Vikram Arvind “Automated
Shopping Trolley for Super Market Billing System”,
International Conferenceon Communication,Computing
and Information Technology (ICCCMIT-2014)
[3] Raghav Chadha and Srishti Kakkar, “Automated
Shopping and Billing System Using Radio-Frequency
Identification” in IEEE 9th International Conference on
Cloud Computing, Data Science & Engineering
(Confluence),2019.
[4] Tharindu Athauda, Juan Carlos Lugo Marin, Jonathan
Lee, Nemai armakar,“Robust low-costpassiveUHFRFID
based smart shopping trolley” in, IEEE Journal of Radio
Frequency Identification, 2018.
[5] Zeeshan Ali and Reena Sonkusare, ” RFID based Smart
Shopping: An Overview” in IEEE 2014 International
Conference on Advances in Communication and
Computing Technologies.
[6] Mr. Jayesh B Mahajan, Mr. Bhagwat Kakde and Mr.
Anurag Rishishwar, “Mall Shopping System Using NFC”
in International Journal of Scientific and Research
Publications, Volume 5, Issue 11, November 2015.
[7] D.Mohanapriya, R. Mohamed Anas, P. Nandhini, N.M.
Deepika, “Design and Implementation of Smart Basket
Cart Using Near Field Communication” in IndianJournal
of Emerging Electronics in Computer Communications
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[8] Ankush Yewatkara, Faiz Inamdarb, Raj Singhc,
Ayushyad, Amol Bandal, “Smart Cart with Automatic
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International Conferenceon Communication,Computing
and Virtualization 2016.
[9] Ruinian Li, Tianyi Song, Nicholas Capurso, Jiguo Yu,
Jason Couture, and Xiuzhen Cheng, “IoT applications on
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Things Journal, 2016.
[10] Priyanka S. Sahare, Anup Gade, Jayant Rohankar,
“Automated Smart Trolley System Using Raspberry PI
Device” in International Conference on Innovation &
Research in Engineering, Science & Technology
(ICIREST-19).
[11] Abhilasha Chichghare, Ashwini Pounikar, Chandrani
Bhede, Harshala Charde, Shrunkhala S. Wankhede,
“Automated Shopping Trolley For HumanGuidingUsing
Android Application” in International Journal of
Scientific Research in Computer Science, Engineering
and Information Technology(IJSRCSEIT).
[12] Likhitha C, Anusha N K, Annapurna R, Prof. Savita B
Patil, “Just Walk Out Technology Using RFID, Computer
Vision and Sensor Fusion” in 2nd National Conference
on “RECENT TRENDS IN COMPUTER SCIENCE &
INFORMATION TECHNOLOGY(RTCSIT’18).
[13] Udita Gangwal, Sanchita Roy, Jyotsna Bapat, “Smart
Shopping Cart for Automated Billing Purpose using
Wireless Sensor Networks”inTheSeventhInternational
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[14] B Sudha, Rupesh kumar, Mahanthesh K H, Angad kumar
Ratnakar, Sudhakar Gouda, “Automated Shopping
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Journal of Scientific Development and Research(IJSDR),
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[15] Manisha Agrawal, Nathi Ram Chauhan, “3D Object
Recognition for Automated billing in a Supermarket
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IRJET - Shopping Automation Techniques

  • 1. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 07 Issue: 03 | Mar 2020 www.irjet.net p-ISSN: 2395-0072 © 2020, IRJET | Impact Factor value: 7.34 | ISO 9001:2008 Certified Journal | Page 2462 Shopping Automation Techniques Pushpavalli S1, Bharath S2, Aravinth Kumar P3, Krishnakanth M4 1Assistant Professor, Department of Information Technology, Sri Manakula Vinayagar Engineering College of Engineering, Puducherry - 605107 234UG Students, Department of Information Technology, Sri Manakula Vinayagar Engineering College of Engineering, Puducherry - 605107 ---------------------------------------------------------------------***--------------------------------------------------------------------- Abstract - A major task on which people are discovered investing conservative amountofenergyandtime nowadaysis shopping. Convenient shopping experience hasbeenapopular research topic due to the rapidgrowthofcorporatecompanies and their market strategies. In the growing population and their daily needs, it is the most essential task to keep the sales high and shopping more convenient and innovative. Technological innovations in shopping overcome a lot of day to day challenges. This paper briefs about the challenges and advantages of various methods in shopping automation. The broad classification of existing methods is done. The mainaim is to comprehensively study all the existing methods. Key Words: Shopping automation, Billing, Retailing, Convenient shopping, RFID Shopping. 1.INTRODUCTION The need for improvement or development of new technology has been coupled with an aim to reduce and make our day to day tasks less demanding, agitating and conserves time. Generally, most of the general population go through an hour or more on shopping every day. Every people in the city goes to shop the daily needs of life such as food, clothing, electrical products etc. in the nearby shopping malls [1]. Almost all the weekends are spent on shopping at these malls. A large number of potential buyers choose to leave the shopping store on seeing a long queue or even after picking the products and not buying them eventually because they don’t want to wait in that long queues. We are witnessing Barcodes for many years and have been used by every departmental stores and supermarkets for managing purchases and keeping track ofinventories. There are certain issues with the existing system of barcodes.  Customers are not satisfied on waiting at longer queues [2]  Requires lot of man power which is very expensive  Orientation dependent The advent of online shopping doesn’t take away the in- person shopping completelybecauseofthepeople’scraze on visual shopping. There have been various attempts which were carriedout in the past to change the conservative and traditional shopping experience. There are numerous constructive frameworks for detecting the products, billing them and making payments radically. In this paper, we will discuss various technologies and methodologies to automate the troublesome offline retail shopping. The methods can be classified based on the technology and implementing methodologies. There is a major focus on reducing the lengthy queues. As stated above, we investigated few technologiesthataid in transforming conventional counter billing, following arethe classification for this techniques and descriptionof eachone of them. This paper is organized as follows. Section 2 presents various technologies on shopping automation, the comparative study of various techniques is detailed in Section 3. Finally, we discuss the research directives in section 4. 2.TECHNOLOGIES ON BILLING AND RETAILING 2.1 Radio Frequency Identification Fig -1: Automated Shopping and Billing System Using RFID [3]. System uses Radio Frequency Identification based trolley which scans every product placed in the trolley. The data about the products are shown in the display fitted for purchase confirmation.Thetrolleywillbeconnectedwiththe
  • 2. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 07 Issue: 03 | Mar 2020 www.irjet.net p-ISSN: 2395-0072 © 2020, IRJET | Impact Factor value: 7.34 | ISO 9001:2008 Certified Journal | Page 2463 customer mobile application through the Wi-Fi Module (ESP 8266). The application redirects to payment of the purchase. Information is eradicated from the microcontroller memory after the customer has finished purchasing and makes the trolley available for the next customer [3]. Trolleys are designed in such a way that it is fitted with an UHF RFID Reader. The reader initiate transmission signal, this signal will reach Circular Polarised (CP) antenna and start transmission. Trolley is scanned throughout which will give power to the RFID tag and that will induce current to power IC on the tag. The tag generates a signal with EPCcode and sends the signal back to CP antenna. The received signal will provide product information that will be displayed in customer UI and helps in update inventory [4]. The developed system comprises of Billing and Inventory management unit (BIMU), Cart location detection unit (CLDU), User Interface and display unit (UIDU) and Server Communication unit (SCU). These units are integrated into a smart enclosed system. This smart shopping cart will reduce the checkoutlanestohelpthecustomers.Thecustomershave to scan the items themselves. The total of products on shopping cart updated on the LCD screen [5]. 2.2 Near Field Communication Fig -2: Payment using Near Field Communication(NFC) After picking of product, customer have to scan the corresponding QR code on the product using his/her mobile application.Nowcustomershouldcreateawishlistbyadding the items. After confirming of the products in the wish list to buy, the bill will be generated using the mobile payment system using NFC technology. Customer should confirm the payment by clicking pay option from the mobilepayment[6]. It introduces a smart basket cart and NFC membership card. The basket is activated by scanning the NFC membership card. Basket checks for any NFC tags of products. On reading a tag, basket keeps adding it to the purchase list. The end shopping option on the screen will generate the bill. The data from the OLED is going to transfer to the billing counter computer through ESP8266 Wi-Fi module. The OLED allows customers to compare the total price with the budget in the pocket before billing. Purchase will be completed on paying cash at counter [7]. 2.3 RFID AND ZIGBEE This system proposes a Trolley which has a RFID reader and ZigBee Trans receiver installed on it. Every product in the shelves of the shop is fitted with a RFID tag on it. The products on placing in the trolley will send the purchase details to a Centralized Server System using the ZigBee module and the cart also displays Product Info, Expiry Date and Better Alternatives to customer. The payment of money will be an online payment procedure. It also includes a RFID reader at the exit door for anti-theft [8]. All products are tagged with RFID tagsandthesmartshelves in the store with RFID scanner will maintain the stocks. The tag has HMAC field which checks malicious modification on tag data and the cart has weight scanner which checks for tag tampered products. The cart will scan the products and send the data to counter using ZigBee. After billing, the status of product changed to “SOLD”, this prevents theft at exit gate [9]. 2.4 RFID AND RASPBERRY PI Employing a Smart RFID cards which are attached to the products for their unique identification. The trolley will check for the RFID tags on the products and the LCD mounted on the trolley will display the data and total cost. If any item is removed, the total cost will be deducted. After complete purchasing, the customer has to press send key, this makes the raspberry pi to generate bill on the counter and SMS will be sent to user [10]. 2.5 ANDROID APPLICATION Products with barcode are scanned using the customer’s android application which is designed by a specific retailing chain or company. Application will addproductstopurchase list and update the inventory by communicating with the biller system. The customer then proceeds with payment in the application and checkout with his product [11]. 2.6 SENSORS The shelves in the stores are configured with cameras and sensors. Sensors in the shelf rack will find whether the product is picked up by any customer.Sensorswill findthese by keep on monitoring the weight of the rack. Cameras will identify the customer who is picking up the productbyusing computer vision, and RFID tags will assist in the blind spots. Deep learning in the cameras will effectively identify the customers. Sensor fusion is used to enhance the data being collected by the system of cameras, RFIDs tags and readers throughout the store. The purchase is billed against customer’s amazon pay account balance [12].
  • 3. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 07 Issue: 03 | Mar 2020 www.irjet.net p-ISSN: 2395-0072 © 2020, IRJET | Impact Factor value: 7.34 | ISO 9001:2008 Certified Journal | Page 2464 2.7 BARCODE READERS Fig -3: Automated Shopping Trolley for Super Market Billing System [14]. Each trolley is assigned a unique ID and the customer will be associated with that ID. Barcoded products are scanned using a barcode scanner in every trolley by himself. While the customer is scanning the barcode of the product, a picture of the product is taken by a camera on top of cart. The barcode and the cart ID are transmitted as two different fields by the sensor mote on the cart to the Base Station. Attendant-flag field is sent for staff assistance in case of discrepancy. Base station will retrieve the product information from database for the barcode, update the inventory and generates the bill at the System UI. The captured image will be used if any customer skip scanning a product. Proceeding with the payment, shopping will get completed [13]. Trolleys are equipped with PI camera and it is assigned to a customer. Trolley will monitor the movements of the customer and move along with themwiththehelpofmotors. After picking the product, customer has to scan the product using barcode reader on the trolley. Raspberry pie will send the information about products being picked to the cloud. Checkout counter will get cleared by paying the bill to staff [14]. 2.8 IMAGE PROCESSING A real time application for automated billing is proposed. Database of images of all the unique products in the shop is fed to the system. System is trained to recognize the object more accurately by feeding Multiple images of same object by varying the scale and orientations. Images are trainedusingHybridPCA-SIFT-FREAKalgorithm. Camera on the checkout counter is fitted on top/ceiling having a wide noiseless coverage. Application will compare the captured image with the trained data on the database. Thus the image got recognized and billed for purchase. Fig -4: Hybrid PCA-SIFT-FREAK algorithm [15]. The system is also developed for simultaneous detection of multiple objects offering advantage over barcode based billing system [15]. 3. SUMMARY The methods discussed so far are listed in Table 1. The implementations of the methods are explainedin briefalong with the limitations. Table -1: Classification of methods on shopping automation METHOD IMPLEMENTATION LIMITATION Radio Frequency Identification Radiofrequency Identification based trolley can communicate with the billing system that is the Mobile Application [3]. The framework of RFID is considered to be expensive.
  • 4. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 07 Issue: 03 | Mar 2020 www.irjet.net p-ISSN: 2395-0072 © 2020, IRJET | Impact Factor value: 7.34 | ISO 9001:2008 Certified Journal | Page 2465 Two Circular polarized antenna covers most of products on the trolley and use of Xerafy tags for easy detection [4]. Scanner may scan the products in the shelves and nearby trolleys. System consists of several units for each functions. They are Billing and Inventory management unit (BIMU), Cart location detection unit (CLDU), User Interface and display unit (UIDU) and Server Communication unit (SCU) [5]. 1. Communication is not very secure 2. Another ZigBee module operating at the same frequency can easily interrupt the transmitted data Near Field Communication (NFC) Smart basket designed with NFC scanner will bill the NFC tagged products [6]. Expensive to adopt NFC system in every basket. Buyer can buy the items directly from his Android NFC empowered Mobile [7]. NFC payments are not secure as it can be easily hacked. RFID and ZigBee RFID products get billed and an anti-theft module is employed [8]. Installation cost increases by increase in number of carts. Smart shelves will maintain stocks and HMAC fields on tag checks for malicious RFID data modifications [9]. computational overhead at the smart cart side that reduces efficiency, and lack of security issues on ZigBee Communication. RFID and Raspberry pie RFID scanner fitted trolley will send the purchase details to billing system using the raspberry pie module [10]. Communication signals with the billing system may be interrupted with other signals. Android application Barcoded products are scanned and billed using mobile application, payment will be on the counter end [11]. No mechanism for legitimate billing as customers can easily. Sensors Computer vision and sensors will identify the purchase and bill it to the customer [12]. Huge installation cost. Barcode Readers Barcode is scanned by customer and the base station will generate bill and update inventory [13]. Similar to traditional billing at counter as it takes the same time. PI camera fixed trolley follows the customer and customer scans the products using barcode [14]. No changes are made in billing time. Image processing Billing is done by recognizing products by product images trained using Hybrid PCA-SIFT-FREAK algorithm [15]. Products get missed while product recognition. This causes loss to the shop. 4. RESEARCH DIRECTIVES Automation onshoppingprovidesendless scopeforresearch ideas. The major problems,furthertobeconsideredinfuture are,  Product recognition is one of the main hurdles in automating the shopping.Productidentificationmethods are often associated with inaccuracy. Therefore, efficient method to recognise the products should be proposed to arrive at results more accurately.  The classification of different products and brands plays a major role in identifying the product.  Classifying products become an overhead in case of image processing methodologies.  In case of RFID based detection, there is a huge disadvantage of placing the RFID scanner in the trolley due to their huge cost and installation issues. This can be overcome by installing the RFID scanner at the exit gate.  In image based detection the occlusions due to orientations, light glare and other distortions causes
  • 5. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 07 Issue: 03 | Mar 2020 www.irjet.net p-ISSN: 2395-0072 © 2020, IRJET | Impact Factor value: 7.34 | ISO 9001:2008 Certified Journal | Page 2466 disturbances for product recognition. Therefore, they should be removed.  Payment by NFC will have some trust issues. This can be overcome by introducing wallet technologies or by debiting bill amount directly from linked bank account. 5. CONCLUSIONS Shopping in a more convenient and easy way is a wide range expectation by the consumers. The survey article is a brief study of various technological innovations on convenient shopping and related methods.Thecomponentsandsensors used are analyzed such as RFID, NFC, barcode readers, etc. Various methods are comprehensively studied. Implementation of these methods and their limitations are discussed. Future scope of this research topic isdiscussedas research directives. This paper broadly analyses, discusses and classifies wide range of smart shopping techniques. REFERENCES [1] Mrs.Meenakshi M.E., Joshiba Amali.S, Divya P.M, “Smart Trolley and Automatic Billing” International Journal of Advanced Research in Biology Ecology Science and Technology(IJARBEST), August 2015. [2] S. Sainath, K. Surender, V. Vikram Arvind “Automated Shopping Trolley for Super Market Billing System”, International Conferenceon Communication,Computing and Information Technology (ICCCMIT-2014) [3] Raghav Chadha and Srishti Kakkar, “Automated Shopping and Billing System Using Radio-Frequency Identification” in IEEE 9th International Conference on Cloud Computing, Data Science & Engineering (Confluence),2019. [4] Tharindu Athauda, Juan Carlos Lugo Marin, Jonathan Lee, Nemai armakar,“Robust low-costpassiveUHFRFID based smart shopping trolley” in, IEEE Journal of Radio Frequency Identification, 2018. [5] Zeeshan Ali and Reena Sonkusare, ” RFID based Smart Shopping: An Overview” in IEEE 2014 International Conference on Advances in Communication and Computing Technologies. [6] Mr. Jayesh B Mahajan, Mr. Bhagwat Kakde and Mr. Anurag Rishishwar, “Mall Shopping System Using NFC” in International Journal of Scientific and Research Publications, Volume 5, Issue 11, November 2015. [7] D.Mohanapriya, R. Mohamed Anas, P. Nandhini, N.M. Deepika, “Design and Implementation of Smart Basket Cart Using Near Field Communication” in IndianJournal of Emerging Electronics in Computer Communications Vol.5, Issue 1 (2018). [8] Ankush Yewatkara, Faiz Inamdarb, Raj Singhc, Ayushyad, Amol Bandal, “Smart Cart with Automatic Billing, Product Information, Product Recommendation Using RFID & Zigbee with Anti-Theft” in 7th International Conferenceon Communication,Computing and Virtualization 2016. [9] Ruinian Li, Tianyi Song, Nicholas Capurso, Jiguo Yu, Jason Couture, and Xiuzhen Cheng, “IoT applications on Secure Smart Shopping System” in IEEE Internet of Things Journal, 2016. [10] Priyanka S. Sahare, Anup Gade, Jayant Rohankar, “Automated Smart Trolley System Using Raspberry PI Device” in International Conference on Innovation & Research in Engineering, Science & Technology (ICIREST-19). [11] Abhilasha Chichghare, Ashwini Pounikar, Chandrani Bhede, Harshala Charde, Shrunkhala S. Wankhede, “Automated Shopping Trolley For HumanGuidingUsing Android Application” in International Journal of Scientific Research in Computer Science, Engineering and Information Technology(IJSRCSEIT). [12] Likhitha C, Anusha N K, Annapurna R, Prof. Savita B Patil, “Just Walk Out Technology Using RFID, Computer Vision and Sensor Fusion” in 2nd National Conference on “RECENT TRENDS IN COMPUTER SCIENCE & INFORMATION TECHNOLOGY(RTCSIT’18). [13] Udita Gangwal, Sanchita Roy, Jyotsna Bapat, “Smart Shopping Cart for Automated Billing Purpose using Wireless Sensor Networks”inTheSeventhInternational Conference on Sensor Technologies and Applications (SENSORCOMM 2013). [14] B Sudha, Rupesh kumar, Mahanthesh K H, Angad kumar Ratnakar, Sudhakar Gouda, “Automated Shopping Trolley for Super Market Billing System” International Journal of Scientific Development and Research(IJSDR), 2018. [15] Manisha Agrawal, Nathi Ram Chauhan, “3D Object Recognition for Automated billing in a Supermarket using Hybrid PCA-SIFTFREAK Algorithm” International Journal of Advanced Research in Electrical, Electronics and Instrumentation Engineering(IJAREEIE), 2017.