Skip to main content

Soft Computing Approaches for Two-Dimensional Beamforming

  • Chapter
  • First Online:
  • 601 Accesses

Part of the book series: Studies in Fuzziness and Soft Computing ((STUDFUZZ,volume 342))

Abstract

Last decade has seen constant growth in wireless technology. Still there is requirement for higher data rates. Current technologies have nearly maximized the use of temporal and spectral techniques to improve capacity and data transfer speeds. But additional spatial dimension is not yet exploited. We can improve capacity of cellular systems by canceling interfering signals using directional arrays. This process is known as beamforming. There are numerous studies available for beamforming mostly using uniform linear arrays but little work has been done on other array configurations. Constrained beamforming techniques with planar array configurations are to be developed for capacity improvement of wireless systems in 3D space. In this work, we have employed the bacterial foraging optimization algorithm (BFOA) and genetic algorithm (GA) for constrained beamforming using uniform planar array and uniform circular arrays.

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

Buying options

Chapter
USD   29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD   129.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD   169.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD   169.99
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

Learn about institutional subscriptions

References

  1. Kuhwald, T., Boche, H.: A constrained beam forming algorithm for 2D planar antenna arrays. In: Vehicular Technology Conference, 1999. VTC. 1999-Fall. IEEE VTS 50th, vol. 1, pp. 1–5 (1999)

    Google Scholar 

  2. Myneni, H., Sircar, P.: Two-dimensional beam forming and interference reduction using different arrays. In: Recent Advances in Information Technology (RAIT), 2012 1st International Conference on, pp. 794–799 (2012)

    Google Scholar 

  3. Abu-Al-Nadi, D., Ismail, T., Mismar, M.J.: Synthesis of linear array and null steering with minimized side-lobe level using particle swarm optimization. In: Antennas and Propagation (EuCAP), 2010 Proceedings of the Fourth European Conference on, pp. 1–4 (2010)

    Google Scholar 

  4. Khan, M., Tuzlukov, V.: Null steering beamforming for wireless communication system using genetic algorithm. In: Microwave Technology Computational Electromagnetics (ICMTCE), 2011 IEEE International Conference on, pp. 289–292 (2011)

    Google Scholar 

  5. Mandal, D., Das, S., Bhattacharjee, S., Bhattacharjee, A., Ghoshal, S.: Linear antenna array synthesis using novel particle swarm optimization. In: Industrial Electronics Applications (ISIEA), 2010 IEEE Symposium on, pp. 311–316 (2010)

    Google Scholar 

  6. Petrella, N., Khodier, M., Antonini, M., Ruggieri, M., Barbin, S., Christodoulou, C.: Planar array synthesis with minimum sidelobe level and null control using particle swarm optimization. In: Microwaves, Radar Wireless Communications, 2006. MIKON 2006. International Conference on, pp. 1087–1090 (2006)

    Google Scholar 

  7. Passino, K.: Biomimicry of bacterial foraging for distributed optimization and control. Control Syst. IEEE 22(3), 52–67 (2002)

    Article  MathSciNet  Google Scholar 

  8. Whitley, D.: A genetic algorithm tutorial. Stat. Comput. 4(2), 65–85 (1994). [Online]. Available: http://dx.doi.org/10.1007/BF00175354

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Rama Kiran .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2016 Springer International Publishing Switzerland

About this chapter

Cite this chapter

Kiran, R., Sircar, P., Verma, N.K. (2016). Soft Computing Approaches for Two-Dimensional Beamforming. In: Zadeh, L., Abbasov, A., Yager, R., Shahbazova, S., Reformat, M. (eds) Recent Developments and New Direction in Soft-Computing Foundations and Applications. Studies in Fuzziness and Soft Computing, vol 342. Springer, Cham. https://doi.org/10.1007/978-3-319-32229-2_22

Download citation

  • DOI: https://doi.org/10.1007/978-3-319-32229-2_22

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-32227-8

  • Online ISBN: 978-3-319-32229-2

  • eBook Packages: EngineeringEngineering (R0)

Publish with us

Policies and ethics