Stochastic feedback control for spatial interference avoidance

Kaibin Huang, Vincent K N Lau, Dong Ku Kim

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

Spatial interference avoidance is a simple and effective way of mitigating interference in multi-antenna wireless networks. The deployment of this technique requires channel-state-information (CSI) feedback from each receiver to all interferers, resulting in substantial network overhead. This paper proposes the method of distributive feedback control that intelligently allocates feedback bits over multiple feedback links and adapts feedback to channel dynamics. Using tools from stochastic optimization, the structure of the optimal control policy is characterized. Specifically, the optimal numbers of feedback bits are proved to increase with corresponding interference-channel gains and feedback is performed only when such gains are large or the transmit-CSI errors are significant. Simulation demonstrates that the proposed feedback-control design yields significant throughput gain over the conventional fixed-feedback approach especially at low mobility.

Original languageEnglish
Title of host publicationConference Record of the 44th Asilomar Conference on Signals, Systems and Computers, Asilomar 2010
Pages937-941
Number of pages5
DOIs
Publication statusPublished - 2010 Dec 1
Event44th Asilomar Conference on Signals, Systems and Computers, Asilomar 2010 - Pacific Grove, CA, United States
Duration: 2010 Nov 72010 Nov 10

Other

Other44th Asilomar Conference on Signals, Systems and Computers, Asilomar 2010
CountryUnited States
CityPacific Grove, CA
Period10/11/710/11/10

Fingerprint

Feedback control
Feedback
Channel state information
Wireless networks
Throughput
Antennas

All Science Journal Classification (ASJC) codes

  • Computer Networks and Communications
  • Signal Processing

Cite this

Huang, K., Lau, V. K. N., & Kim, D. K. (2010). Stochastic feedback control for spatial interference avoidance. In Conference Record of the 44th Asilomar Conference on Signals, Systems and Computers, Asilomar 2010 (pp. 937-941). [5757705] https://doi.org/10.1109/ACSSC.2010.5757705
Huang, Kaibin ; Lau, Vincent K N ; Kim, Dong Ku. / Stochastic feedback control for spatial interference avoidance. Conference Record of the 44th Asilomar Conference on Signals, Systems and Computers, Asilomar 2010. 2010. pp. 937-941
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Huang, K, Lau, VKN & Kim, DK 2010, Stochastic feedback control for spatial interference avoidance. in Conference Record of the 44th Asilomar Conference on Signals, Systems and Computers, Asilomar 2010., 5757705, pp. 937-941, 44th Asilomar Conference on Signals, Systems and Computers, Asilomar 2010, Pacific Grove, CA, United States, 10/11/7. https://doi.org/10.1109/ACSSC.2010.5757705

Stochastic feedback control for spatial interference avoidance. / Huang, Kaibin; Lau, Vincent K N; Kim, Dong Ku.

Conference Record of the 44th Asilomar Conference on Signals, Systems and Computers, Asilomar 2010. 2010. p. 937-941 5757705.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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Huang K, Lau VKN, Kim DK. Stochastic feedback control for spatial interference avoidance. In Conference Record of the 44th Asilomar Conference on Signals, Systems and Computers, Asilomar 2010. 2010. p. 937-941. 5757705 https://doi.org/10.1109/ACSSC.2010.5757705