Skip to main content

Joint Data Admission Control and Power Allocation Over Fading Channel Under Average Delay Constraint

  • Chapter
  • First Online:
Radio Resource Allocation Over Fading Channels Under Statistical Delay Constraints

Part of the book series: SpringerBriefs in Electrical and Computer Engineering ((BRIEFSELECTRIC))

Abstract

In this chapter, we consider a point-to-point communications link over a fading channel with randomly arriving data at the source buffer for transmission to the destination. For delay quality-of-service (QoS) requirement, (maximum) average delay constraint is imposed. Also, the source is assumed to have (maximum) average power constraint. To avoid constraint violation, it is assumed that only a portion of the arriving data can be buffered (or admitted). Note that the considered data buffer admission control is different from the common user (or stream) admission control. In the latter case, we admit a particular user (among many users) into the system while in the former, we admit data packets of an already admitted user (or stream) into the transmission buffer. Under such settings, this chapter studies the joint data admission control-power allocation (AC-PA) to maximize the throughput defined as the average admitted rate. In particular, we first analyze the structural properties of the optimal AC-PA policy with respect to fading channel, data arrival, and queue length states. We then propose an online AC-PA algorithm when the statistical knowledge of the system random channel fading, and data arrival processes is unknown.

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

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 39.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight 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

References

  1. R. S. Sutton, and A. G. Barto, Reinforcement Learning: An Introduction. The MIT Press, 1998.

    Google Scholar 

  2. M. J. Neely, “Energy Optimal Control for Time Varying Wireless Networks,” IEEE Trans. Infor. Theory, vol. 52, no. 7, pp. 2915–2934, July 2006.

    Google Scholar 

  3. R. Berry, and R. Gallager, “Communication over Fading Channels with Delay Constraints,” IEEE Trans. Infor. Theory, vol. 48, no. 5, pp. 1135–1149, May 2002.

    Google Scholar 

  4. F. Fu, and M. van der Schaar, “Structure-Aware Stochastic Control for Transmission Scheduling,” IEEE Trans. Veh. Tech., vol. 61, no. 9, pp. 3931–3945, Nov. 2012.

    Google Scholar 

  5. E. Altman, Constrained Markov Decision Processes: Stochastic Modeling. London, UK.: Chapman & Hall CRC, 1999.

    Google Scholar 

  6. D. Djonin, and V. Krishnamurthy, “Q-Learning Algorithms for Constrained Markov Decision Processes with Randomized Monotone Policies: Applications to MIMO Transmission Control,” IEEE Trans. Signal Process., vol. 55, no. 5, pp. 2170–2181, May 2007.

    Google Scholar 

  7. N. Salodkar, A. Bhorkar, A. Karandikar, and V. S. Borkar, “On-Line Learning Algorithm for Energy Efficient Delay Constrained Scheduling over Fading Channel,” IEEE J. Sel. Areas Commun., vol. 26, no. 4, pp. 732–742, May 2008.

    Google Scholar 

  8. R. Amir, “Supermodularity and Complementarity in Economics: An Elementary Survey,” Southern Economic Journal, vol. 71, no. 3, pp. 636–660, 2005.

    Article  Google Scholar 

  9. V. S. Borkar, Stochastic Approximation: A Dynamical Systems Viewpoint. Cambridge University Press, 2008.

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Rights and permissions

Reprints and permissions

Copyright information

© 2017 Springer International Publishing AG

About this chapter

Cite this chapter

Le-Ngoc, T., Phan, K.T. (2017). Joint Data Admission Control and Power Allocation Over Fading Channel Under Average Delay Constraint. In: Radio Resource Allocation Over Fading Channels Under Statistical Delay Constraints. SpringerBriefs in Electrical and Computer Engineering. Springer, Cham. https://doi.org/10.1007/978-3-319-57693-0_3

Download citation

  • DOI: https://doi.org/10.1007/978-3-319-57693-0_3

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-57692-3

  • Online ISBN: 978-3-319-57693-0

  • eBook Packages: EngineeringEngineering (R0)

Publish with us

Policies and ethics