Anticipatory Association for Indoor Visible Light Communications: Light, Follow Me!

Rong Zhang, Ying Cui, Holger Claussen, Harald Haas, Lajos Hanzo*

*Corresponding author for this work

Research output: Contribution to journalJournal Articlepeer-review

42 Citations (Scopus)

Abstract

In this paper, a radically new anticipatory perspective is taken into account when designing the user-To-Access point (AP) associations for indoor visible light communications (VLC) networks, in the presence of users' mobility and wireless-Traffic dynamics. In its simplest guise, by considering the users' future locations and their predicted traffic dynamics, the novel anticipatory association prepares the APs for users in advance, resulting in an enhanced location-and delay-Awareness. This is technically realized by our contrived design of an efficient approximate dynamic programming algorithm. More importantly, this paper is in contrast to most of the current research in the area of indoor VLC networks, where a static network environment was mainly considered. Hence, this paper is able to draw insights on the performance trade-off between delay and throughput in dynamic indoor VLC networks. It is shown that the novel anticipatory design is capable of significantly outperforming the conventional benchmarking designs, striking an attractive performance trade-off between delay and throughput. Quantitatively, the average system queue backlog is reduced from 15 to 8 [ms], when comparing the design advocated to the conventional benchmark at the per-user throughput of 100 [Mbps], in a 15 × 15 × 5 [ m3] indoor environment associated with 8 × 8 APs and 20 users walking at 1 [m/s].

Original languageEnglish
Pages (from-to)2499-2510
Number of pages12
JournalIEEE Transactions on Wireless Communications
Volume17
Issue number4
DOIs
Publication statusPublished - Apr 2018
Externally publishedYes

Bibliographical note

Publisher Copyright:
© 2002-2012 IEEE.

Keywords

  • VLC
  • dynamic programming
  • hand-over
  • machine learning
  • user-Association
  • user-centric networking

Fingerprint

Dive into the research topics of 'Anticipatory Association for Indoor Visible Light Communications: Light, Follow Me!'. Together they form a unique fingerprint.

Cite this