Skip to main content
SpringerLink
Log in

A Proposal of Location Aware Shopping Assistance Using Memory-Based Resampling

  • Conference paper
  • First Online:
Mobile and Wireless Technologies 2017 (ICMWT 2017)

Part of the book series: Lecture Notes in Electrical Engineering ((LNEE,volume 425))

Included in the following conference series:

Abstract

The range of memory specifications of location aware shopping assistance poses difficulties for the developer (in terms of increased time and effort) when it comes to developing a resampling algorithm for mobile devices. Thus, a new resampling algorithm is required with a flexible capacity that would cater for a range of computing device memory devices specifications. This paper develops a memory based resampling in standard particle filter. The memory resampling is capable to read memory specifications of mobile devices before determines the most suitable resampling functions. The authors aim to extend this work in future by implementing their proposed method in a number of different emerging applications (in example, medical applications and real time locator systems).

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Log in via an institution
Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 169.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 219.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 219.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Similar content being viewed by others

References

  1. Bejuri WMYW, Mohamad MM, Sapri M (2011) Ubiquitous positioning: A taxonomy for location determination on mobile navigation system. Sign Image Process Int J SIPIJ 2(1):24–34

    Article  Google Scholar 

  2. Bejuri WMYW, Mohamad MM, Radzi RZRM (2015) A proposal of emergency rescue location (ERL) using optimization of inertial measurement unit (IMU) based pedestrian simultaneously localization and mapping (SLAM). Int J Smart Home 9(12):9–22

    Article  Google Scholar 

  3. Bejuri WMYW, Mohamad MM, Radzi RZRM (2015) Offline beacon selection-based RSSI fingerprinting for location-aware shopping assistance: A preliminary result. In: New trends in intelligent information and database systems, vol 598. Springer, pp 303–312

    Google Scholar 

  4. Bejuri WMYW, Mohamad MM, Sapri M, Rahim MSM, Chaudry JA (2014) Performance evaluation of spatial correlation-based feature detection and matching for automated wheelchair navigation system. Int J Intell Transp Syst Res 12(1):9–19

    Google Scholar 

  5. Falco G, Pini M, Marucco G (2017) Loose and tight GNSS/INS integrations: Comparison of performance assessed in real urban scenarios. Sensors 17(2):255

    Article  Google Scholar 

  6. Ginsbourger D, Roustant O, Durrande N (2016) On degeneracy and invariances of random fields paths with applications in Gaussian process modelling. J Stat Plan Infer 170:117–128

    Article  MathSciNet  MATH  Google Scholar 

  7. Ingrassia S, Rocci R (2011) Degeneracy of the EM algorithm for the MLE of multivariate Gaussian mixtures and dynamic constraints. Comput Stat Data Anal 55(4):1715–1725

    Article  MathSciNet  MATH  Google Scholar 

  8. Li T, Bolic M, Djuric PM (2015) Resampling methods for particle filtering: Classification, implementation, and strategies. IEEE Signal Process Mag 32(3):70–86

    Article  Google Scholar 

  9. Bejuri WMYW, Mohamad MM, Sapri M, Rosly MA (2012) Investigation of color constancy for ubiquitous wireless LAN/Camera positioning: An initial outcome. Int J Adv Comput Technol

    Google Scholar 

  10. Bejuri WMYW, Mohamad MM, Sapri M, Rosly MA (2012) Ubiquitous WLAN/Camera positioning using inverse intensity chromaticity space-based feature detection and matching: A preliminary result. ArXiv Preprint arXiv:1204.2294

  11. Wang B, Yu L, Deng Z, Fu M (2016) A particle filter-based matching algorithm with gravity sample vector for underwater gravity aided navigation. IEEE ASME Trans Mechatron 21(3):1399–1408

    Article  Google Scholar 

  12. Teixeira FC, Quintas J, Maurya P, Pascoal A (2016) Robust particle filter formulations with application to terrain-aided navigation. Int J Adapt Control Signal Process

    Google Scholar 

  13. Bejuri WMYW, Mohamad MM, Sapri M, Rosly MA (2012) Performance evaluation of mobile u-navigation based on GPS/WLAN hybridization. ArXiv Preprint arXiv:1210.3091

  14. Bejuri WMYW, Mohamad MM, Zahilah R (2015) Optimization of rao-blackwellized particle filter in activity pedestrian simultaneously localization and mapping (SLAM): An initial proposal. Int J Secur Appl 9(11):377–390

    Google Scholar 

  15. Bejuri WMYW, Mohamad MM, Zahilah R, Radzi RM (2015) Emergency rescue localization (ERL) using GPS, wireless LAN and camera. Int J Softw Eng Appl 9(9):217–232

    Google Scholar 

  16. Albert MV, Shparii I, Zhao X (2017) The applicability of inertial motion sensors for locomotion and posture. In: Locomotion and Posture in Older Adults. Springer, pp 417–426

    Google Scholar 

  17. Belhajem I, Maissa YB, Tamtaoui A (2017) An improved robust low cost approach for real time vehicle positioning in a smart city. In: Industrial Networks and Intelligent Systems. Springer, pp 77–89

    Google Scholar 

  18. Jung S-H, Lee G, Han D (2017) Methods and tools to construct a global indoor positioning system. IEEE Trans Syst Man Cybern Syst 8(99):1–14

    Article  Google Scholar 

  19. Bejuri WMYW, Mohamad MM (2014) Performance analysis of grey-world-based feature detection and matching for mobile positioning systems. Sens Imaging 15(1):1–24

    Article  Google Scholar 

  20. Bejuri WMYW, Mohamad MM (2014) Wireless LAN/FM radio-based robust mobile indoor positioning: An initial outcome. Int J Softw Eng Appl 8(2):313–324

    Google Scholar 

  21. Bejuri WMYW, Saidin WMNWM, Mohamad MMB, Sapri M, Lim KS (2013) Ubiquitous positioning: integrated GPS/Wireless LAN positioning for wheelchair navigation system. In: Asian conference on intelligent information and database systems, pp 394–403

    Google Scholar 

  22. Retscher G, Roth F (2017) Wi-Fi fingerprinting with reduced signal strength observations from long-time measurements. In: Progress in location-based services 2016. Springer, pp 3–25

    Google Scholar 

  23. Xing H, Li J, Hou B, Zhang Y, Guo M (2017) Pedestrian stride length estimation from IMU measurements and ANN based algorithm. J Sens 2017

    Google Scholar 

  24. Li Y, Zhuang Y, Zhang P, Lan H, Niu X, El-Sheimy N (2017) An improved inertial/wifi/magnetic fusion structure for indoor navigation. Inf Fusion 34:101–119

    Article  Google Scholar 

  25. Pak JM, Ahn CK, Shmaliy YS, Shi P, Lim MT (2016) Accurate and reliable human localization using composite particle/FIR filtering. IEEE Trans Hum-Mach Syst 47(3):332–342

    Article  Google Scholar 

  26. Li X, Wei D, Lai Q, Xu Y, Yuan H (2017) Smartphone-based integrated PDR/GPS/Bluetooth pedestrian location. Adv Space Res 59(3):877–887

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

  1. Faculty of Computing, Universiti Teknologi Malaysia, 81310, Johor Bahru, Malaysia

    Wan Mohd Yaakob Wan Bejuri, Mohd Murtadha Mohamad, Raja Zahilah Raja Mohd Radzi, Mazleena Salleh & Ahmad Fadhil Yusof

  2. Faculty of Information and Communication Technology, Universiti Teknikal Malaysia Melaka, 76100, Melaka, Malaysia

    Wan Mohd Yaakob Wan Bejuri

Authors
  1. Wan Mohd Yaakob Wan Bejuri
    View author publications

    You can also search for this author in PubMed Google Scholar

  2. Mohd Murtadha Mohamad
    View author publications

    You can also search for this author in PubMed Google Scholar

  3. Raja Zahilah Raja Mohd Radzi
    View author publications

    You can also search for this author in PubMed Google Scholar

  4. Mazleena Salleh
    View author publications

    You can also search for this author in PubMed Google Scholar

  5. Ahmad Fadhil Yusof
    View author publications

    You can also search for this author in PubMed Google Scholar

Corresponding author

Correspondence to Wan Mohd Yaakob Wan Bejuri .

Editor information

Editors and Affiliations

  1. B-dong Intellige 2, Korea Industry Security Forum, Seongnam-si, Kyonggi-do, Korea (Republic of)

    Kuinam J. Kim

  2. modelizeIT Inc., CEO and NYU , Stony Brook, New York, USA

    Nikolai Joukov

Rights and permissions

Reprints and permissions

Copyright information

© 2018 Springer Science+Business Media Singapore

About this paper

Cite this paper

Bejuri, W.M.Y.W., Mohamad, M.M., Radzi, R.Z.R.M., Salleh, M., Yusof, A.F. (2018). A Proposal of Location Aware Shopping Assistance Using Memory-Based Resampling. In: Kim, K., Joukov, N. (eds) Mobile and Wireless Technologies 2017. ICMWT 2017. Lecture Notes in Electrical Engineering, vol 425. Springer, Singapore. https://doi.org/10.1007/978-981-10-5281-1_54

Download citation

  • DOI: https://doi.org/10.1007/978-981-10-5281-1_54

  • Published:

  • Publisher Name: Springer, Singapore

  • Print ISBN: 978-981-10-5280-4

  • Online ISBN: 978-981-10-5281-1

  • eBook Packages: EngineeringEngineering (R0)

Publish with us

Policies and ethics

Search

Navigation