I. Sugathapala, S. Glisic, M. Juntti, A. S. Shafigh and L. -N. Tran, "Queue Aware Resource Optimization in Latency Constrained Dynamic Networks," 2020 IEEE 31st Annual International Symposium on Personal, Indoor and Mobile Radio Communications, London, United Kingdom, 2020, pp. 1-6, doi: 10.1109/PIMRC48278.2020.9217270
Queue aware resource optimization in latency constrained dynamic networks
|Author:||Sugathapala, Inosha1; Glisic, Savo1; Juntti, Markku1;|
1Centre for wireless Communication, University of Oulu, Finland
2University College Dublin, Ireland
|Online Access:||PDF Full Text (PDF, 0.4 MB)|
|Persistent link:|| http://urn.fi/urn:nbn:fi-fe20201218101306
Institute of Electrical and Electronics Engineers,
|Publish Date:|| 2020-12-18
Low latency communications is one of the key design targets in future wireless networks. We propose a queue aware algorithm to optimize resources guaranteeing low latency in multiple-input single-output (MISO) networks. Proposed system model is based on dynamic network architecture (DNA), where some terminals can be configured as temporary access points (APs) on demand when connected to the Internet. Therein, we jointly optimize the user-AP association and queue weighted sum rate of the network, subject to limitations of total transmit power of the APs and minimum delay requirements of the users. The user-AP association is viewed as finding a sparsity constrained solution to the problem of minimizing ℓ q -norm of the difference between queue and service rate of users. Finally, the efficacy of the proposed algorithm in terms of network latency and its fast convergence are demonstrated using numerical experiments. Simulation results show that the proposed algorithm yields up to two-fold latency reductions compared to the state-of-the-art techniques.
IEEE International Symposium on Personal, Indoor, and Mobile Radio Communications workshops
|Pages:||1 - 6|
2020 IEEE 31st Annual International Symposium on Personal, Indoor and Mobile Radio Communications
IEEE International Symposium on Personal, Indoor and Mobile Radio Communications
|Type of Publication:||
A4 Article in conference proceedings
|Field of Science:||
213 Electronic, automation and communications engineering, electronics
This publication has emanated from research supported in part by the academy of Finland 6Genesis Flagship (grant no. 318927) and a grant from Science Foundation Ireland under Grant number 17/CDA/4786.
|Academy of Finland Grant Number:||
318927 (Academy of Finland Funding decision)
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