Improved Directional Perturbation Algorithm for Collaborative Beamforming

Jing Guo; Chenglin Wen; Xu Zhang

doi:doi:10.11648/j.ajnc.20170604.11

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Improved Directional Perturbation Algorithm for Collaborative Beamforming

Jing Guo, Chenglin Wen, Xu Zhang

Published in American Journal of Networks and Communications (Volume 6, Issue 4)

Received: 30 May 2017 Accepted: 5 June 2017 Published: 13 July 2017

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Abstract

This paper discusses the collaborative beamforming problem using improved directional perturbation approach based on one bit feedback scheme. There are multiple transmitters and one receiver in our setup, all the transmitters send a common signal synchronously, the receiver return a one bit of feedback to the transmitters. Each transmitter uses only the one bit feedback and local information to adjust its phase in every time slot. An algorithm using directional perturbation approach based on one bit feedback is proposed to improve the convergence accuracy. The convergence properties of phase alignment are investigated by simulation, and the simulation results verify that the convergence accuracy of the proposed algorithm outperforms the original algorithm. Moreover, simulations also show that the proposed algorithm has advantages on scalability.

Published in	American Journal of Networks and Communications (Volume 6, Issue 4)
DOI	10.11648/j.ajnc.20170604.11
Page(s)	62-66
Creative Commons	This is an Open Access article, distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution and reproduction in any medium or format, provided the original work is properly cited.
Copyright	Copyright © The Author(s), 2017. Published by Science Publishing Group

Keywords

Collaborative Beamforming, One Bit Feedback, Directional Perturbation

References

[1]	R. Mudumbai, G. Barriac, U. Madhow, “On the Feasibility of Distributed Beamforming in Wireless Networks”, IEEE Transaction on Wireless Communications, 2007, 6(5): 1754-1763.
[2]	B. B. Haro, S. Zazo, D. P. Palomar, “Energy Efficient Collaborative Beamforming in Wireless Sensor Networks”, IEEE Transaction on Signal Processing, 2014, 62(2): 496-510.
[3]	S. Markovich-Golan, A. Bertrand, M. Moonen, et al. “Optimal distributed minimum-variance beamforming approaches for speech enhancement in wireless acoustic sensor networks”, Signal Processing, 2015, 107(107): 4- 20.
[4]	R. Mudumbai, J. Hespanha, U. Madhow, et al, “Scalable feedback control for distributed beamforming in sensor networks”, in Proceedings of the IEEE International Symposium on Information Theory, 137-141, 2005.
[5]	S. Song, J. S Thompson, P. J Chung, et al， Improving the One-Bit Feedback Algorithm for Distributed Beamforming”, in Proceedings of the IEEE Wireless Communication and Networking Conference, 1-6, 2010.
[6]	H. Yang, N. Ding, Z. Zheng, et al “Collaborative beamforming based on directional perturbation using one bit feedback”, International Journal of Control, 2016，27(3): 549-554.
[7]	L. Berbakov, C. Anton-Haro, J. Matamoros, ”Distributed beamforming using one bit of feedback: AWGN analysis” in Proceedings of the 18^th European Wireless Conference, 1-6, 2012.
[8]	M. O. Pun, D. R. I. Brown, H. V. Poor, Opportunistic collaborative beamforming with one bit feedback, IEEE Transactions on wireless commmunications, 8(5): 2629-2641.
[9]	W. Tushar, D. B. Smith, A. Zhang, et al. Distributed transmit beamforming: Phase convergence improvement using enhanced one-bit feedback, Wireless Communication & Networking Conference 528-532, 2012.
[10]	P. Fertl, A. Hottineen, G. Matez. a multiplicative weight perturbation scheme for distributed beamforming in wireless relay networks with 1-bit feedback, IEEE International Conference on Acoustics Speech & Signal Processing, 2625-2628, 2009.

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APA Style

Jing Guo, Chenglin Wen, Xu Zhang. (2017). Improved Directional Perturbation Algorithm for Collaborative Beamforming. American Journal of Networks and Communications, 6(4), 62-66. https://doi.org/10.11648/j.ajnc.20170604.11

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ACS Style

Jing Guo; Chenglin Wen; Xu Zhang. Improved Directional Perturbation Algorithm for Collaborative Beamforming. Am. J. Netw. Commun. 2017, 6(4), 62-66. doi: 10.11648/j.ajnc.20170604.11

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AMA Style

Jing Guo, Chenglin Wen, Xu Zhang. Improved Directional Perturbation Algorithm for Collaborative Beamforming. Am J Netw Commun. 2017;6(4):62-66. doi: 10.11648/j.ajnc.20170604.11

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@article{10.11648/j.ajnc.20170604.11,
  author = {Jing Guo and Chenglin Wen and Xu Zhang},
  title = {Improved Directional Perturbation Algorithm for Collaborative Beamforming},
  journal = {American Journal of Networks and Communications},
  volume = {6},
  number = {4},
  pages = {62-66},
  doi = {10.11648/j.ajnc.20170604.11},
  url = {https://doi.org/10.11648/j.ajnc.20170604.11},
  eprint = {https://article.sciencepublishinggroup.com/pdf/10.11648.j.ajnc.20170604.11},
  abstract = {This paper discusses the collaborative beamforming problem using improved directional perturbation approach based on one bit feedback scheme. There are multiple transmitters and one receiver in our setup, all the transmitters send a common signal synchronously, the receiver return a one bit of feedback to the transmitters. Each transmitter uses only the one bit feedback and local information to adjust its phase in every time slot. An algorithm using directional perturbation approach based on one bit feedback is proposed to improve the convergence accuracy. The convergence properties of phase alignment are investigated by simulation, and the simulation results verify that the convergence accuracy of the proposed algorithm outperforms the original algorithm. Moreover, simulations also show that the proposed algorithm has advantages on scalability.},
 year = {2017}
}

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TY  - JOUR
T1  - Improved Directional Perturbation Algorithm for Collaborative Beamforming
AU  - Jing Guo
AU  - Chenglin Wen
AU  - Xu Zhang
Y1  - 2017/07/13
PY  - 2017
N1  - https://doi.org/10.11648/j.ajnc.20170604.11
DO  - 10.11648/j.ajnc.20170604.11
T2  - American Journal of Networks and Communications
JF  - American Journal of Networks and Communications
JO  - American Journal of Networks and Communications
SP  - 62
EP  - 66
PB  - Science Publishing Group
SN  - 2326-8964
UR  - https://doi.org/10.11648/j.ajnc.20170604.11
AB  - This paper discusses the collaborative beamforming problem using improved directional perturbation approach based on one bit feedback scheme. There are multiple transmitters and one receiver in our setup, all the transmitters send a common signal synchronously, the receiver return a one bit of feedback to the transmitters. Each transmitter uses only the one bit feedback and local information to adjust its phase in every time slot. An algorithm using directional perturbation approach based on one bit feedback is proposed to improve the convergence accuracy. The convergence properties of phase alignment are investigated by simulation, and the simulation results verify that the convergence accuracy of the proposed algorithm outperforms the original algorithm. Moreover, simulations also show that the proposed algorithm has advantages on scalability.
VL  - 6
IS  - 4
ER  -

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Author Information

Jing Guo

Department of Automation, Foshan University, Foshan, China
Chenglin Wen

Department of Automation, Foshan University, Foshan, China
Xu Zhang

Department of Electronic Information, Foshan Polytechnic, Foshan, China

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APA Style

Jing Guo, Chenglin Wen, Xu Zhang. (2017). Improved Directional Perturbation Algorithm for Collaborative Beamforming. American Journal of Networks and Communications, 6(4), 62-66. https://doi.org/10.11648/j.ajnc.20170604.11

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ACS Style

Jing Guo; Chenglin Wen; Xu Zhang. Improved Directional Perturbation Algorithm for Collaborative Beamforming. Am. J. Netw. Commun. 2017, 6(4), 62-66. doi: 10.11648/j.ajnc.20170604.11

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AMA Style

Jing Guo, Chenglin Wen, Xu Zhang. Improved Directional Perturbation Algorithm for Collaborative Beamforming. Am J Netw Commun. 2017;6(4):62-66. doi: 10.11648/j.ajnc.20170604.11

Copy | Download

@article{10.11648/j.ajnc.20170604.11,
  author = {Jing Guo and Chenglin Wen and Xu Zhang},
  title = {Improved Directional Perturbation Algorithm for Collaborative Beamforming},
  journal = {American Journal of Networks and Communications},
  volume = {6},
  number = {4},
  pages = {62-66},
  doi = {10.11648/j.ajnc.20170604.11},
  url = {https://doi.org/10.11648/j.ajnc.20170604.11},
  eprint = {https://article.sciencepublishinggroup.com/pdf/10.11648.j.ajnc.20170604.11},
  abstract = {This paper discusses the collaborative beamforming problem using improved directional perturbation approach based on one bit feedback scheme. There are multiple transmitters and one receiver in our setup, all the transmitters send a common signal synchronously, the receiver return a one bit of feedback to the transmitters. Each transmitter uses only the one bit feedback and local information to adjust its phase in every time slot. An algorithm using directional perturbation approach based on one bit feedback is proposed to improve the convergence accuracy. The convergence properties of phase alignment are investigated by simulation, and the simulation results verify that the convergence accuracy of the proposed algorithm outperforms the original algorithm. Moreover, simulations also show that the proposed algorithm has advantages on scalability.},
 year = {2017}
}

Copy | Download

TY  - JOUR
T1  - Improved Directional Perturbation Algorithm for Collaborative Beamforming
AU  - Jing Guo
AU  - Chenglin Wen
AU  - Xu Zhang
Y1  - 2017/07/13
PY  - 2017
N1  - https://doi.org/10.11648/j.ajnc.20170604.11
DO  - 10.11648/j.ajnc.20170604.11
T2  - American Journal of Networks and Communications
JF  - American Journal of Networks and Communications
JO  - American Journal of Networks and Communications
SP  - 62
EP  - 66
PB  - Science Publishing Group
SN  - 2326-8964
UR  - https://doi.org/10.11648/j.ajnc.20170604.11
AB  - This paper discusses the collaborative beamforming problem using improved directional perturbation approach based on one bit feedback scheme. There are multiple transmitters and one receiver in our setup, all the transmitters send a common signal synchronously, the receiver return a one bit of feedback to the transmitters. Each transmitter uses only the one bit feedback and local information to adjust its phase in every time slot. An algorithm using directional perturbation approach based on one bit feedback is proposed to improve the convergence accuracy. The convergence properties of phase alignment are investigated by simulation, and the simulation results verify that the convergence accuracy of the proposed algorithm outperforms the original algorithm. Moreover, simulations also show that the proposed algorithm has advantages on scalability.
VL  - 6
IS  - 4
ER  -

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