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LiTE4DCB: A Lightweight Throughput Estimation for Heterogeneous Dynamic Channel Bonding WLANs Based on Continuous-Time Markov Chain
- Source :
- IEEE Access, Vol 12, Pp 4265-4281 (2024)
- Publication Year :
- 2024
- Publisher :
- IEEE, 2024.
-
Abstract
- Dynamic Channel Bonding (DCB) is a channel access scheme of Channel Bonding (CB) in IEEE 802.11n/ac Wireless Local Area Network (WLAN) that allows devices to dynamically combine a 20 MHz channel with adjacent channels to increase the bandwidth for data transmission. Although numerous studies have explored the throughput analysis of WLAN using DCB (DCB-WLANs) with high accuracy, a research gap still exists, as these works tend to disregard practical considerations, such as backward compatibility and computation time. In response to this gap, in this paper, a lightweight throughput estimation algorithm is studied for heterogeneous DCB-WLANs with the coexistence of legacy nodes (operating only on a single channel) and bonding-able nodes (supporting 802.11n/ac) under various traffic load demands. In particular, by analyzing the airtime occupancy ratio between nodes through Continuous-Time Markov Chain (CTMC)-based modeling, the LiTE4DCB algorithm was proposed to estimate the throughput of the nodes at a low computational cost. For the evaluation, LiTE4DCB was compared with the existing numerical solving method of the CTMC model (NS-CTMC) in terms of estimation accuracy and computation time. The experiment results showed that LiTE4DCB can achieve close throughput estimations with NS-CTMC but requires less computational time. With an increasing number of nodes, LiTE4DCB required negligible additional time, whereas the time needed for NS-CTMC increased exponentially.
Details
- Language :
- English
- ISSN :
- 21693536
- Volume :
- 12
- Database :
- Directory of Open Access Journals
- Journal :
- IEEE Access
- Publication Type :
- Academic Journal
- Accession number :
- edsdoj.3428e359254a06ab2d091fabf52720
- Document Type :
- article
- Full Text :
- https://doi.org/10.1109/ACCESS.2023.3349157