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Performance evaluation of IEEE 802.11ah networks with high-throughput bidirectional traffic

(2018) SENSORS. 18(2). p.1-28
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Abstract
So far, existing sub-GHz wireless communication technologies focused on low-bandwidth, long-range communication with large numbers of constrained devices. Although these characteristics are fine for many Internet of Things (IoT) applications, more demanding application requirements could not be met and legacy Internet technologies such as Transmission Control Protocol/Internet Protocol (TCP/IP) could not be used. This has changed with the advent of the new IEEE 802.11ah Wi-Fi standard, which is much more suitable for reliable bidirectional communication and high-throughput applications over a wide area (up to 1 km). The standard offers great possibilities for network performance optimization through a number of physical-and link-layer configurable features. However, given that the optimal configuration parameters depend on traffic patterns, the standard does not dictate how to determine them. Such a large number of configuration options can lead to sub-optimal or even incorrect configurations. Therefore, we investigated how two key mechanisms, Restricted Access Window (RAW) grouping and Traffic Indication Map (TIM) segmentation, influence scalability, throughput, latency and energy efficiency in the presence of bidirectional TCP/IP traffic. We considered both high-throughput video streaming traffic and large-scale reliable sensing traffic and investigated TCP behavior in both scenarios when the link layer introduces long delays. This article presents the relations between attainable throughput per station and attainable number of stations, as well as the influence of RAW, TIM and TCP parameters on both. We found that up to 20 continuously streaming IP-cameras can be reliably connected via IEEE 802.11ah with a maximum average data rate of 160 kbps, whereas 10 IP-cameras can achieve average data rates of up to 255 kbps over 200 m. Up to 6960 stations transmitting every 60 s can be connected over 1 km with no lost packets. The presented results enable the fine tuning of RAW and TIM parameters for throughput-demanding reliable applications (i.e., video streaming, firmware updates) on one hand, and very dense low-throughput reliable networks with bidirectional traffic on the other hand.
Keywords
M2M COMMUNICATIONS, IEEE 802.11ah, Internet of Things, TCP/IP, bidirectional traffic, scalability, streaming, Traffic Indication Map (TIM), Restricted Access, Window (RAW)

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Citation

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MLA
Seferagic, Amina et al. “Performance Evaluation of IEEE 802.11ah Networks with High-throughput Bidirectional Traffic.” SENSORS 18.2 (2018): 1–28. Print.
APA
Seferagic, A., Kerkhove, D., Tian, L., Famaey, J., Munteanu, A., Moerman, I., Hoebeke, J., et al. (2018). Performance evaluation of IEEE 802.11ah networks with high-throughput bidirectional traffic. SENSORS, 18(2), 1–28.
Chicago author-date
Seferagic, Amina, Dwight Kerkhove, Le Tian, Jeroen Famaey, Adrian Munteanu, Ingrid Moerman, Jeroen Hoebeke, and Eli De Poorter. 2018. “Performance Evaluation of IEEE 802.11ah Networks with High-throughput Bidirectional Traffic.” Sensors 18 (2): 1–28.
Chicago author-date (all authors)
Seferagic, Amina, Dwight Kerkhove, Le Tian, Jeroen Famaey, Adrian Munteanu, Ingrid Moerman, Jeroen Hoebeke, and Eli De Poorter. 2018. “Performance Evaluation of IEEE 802.11ah Networks with High-throughput Bidirectional Traffic.” Sensors 18 (2): 1–28.
Vancouver
1.
Seferagic A, Kerkhove D, Tian L, Famaey J, Munteanu A, Moerman I, et al. Performance evaluation of IEEE 802.11ah networks with high-throughput bidirectional traffic. SENSORS. Basel: Mdpi; 2018;18(2):1–28.
IEEE
[1]
A. Seferagic et al., “Performance evaluation of IEEE 802.11ah networks with high-throughput bidirectional traffic,” SENSORS, vol. 18, no. 2, pp. 1–28, 2018.
@article{8559963,
  abstract     = {So far, existing sub-GHz wireless communication technologies focused on low-bandwidth, long-range communication with large numbers of constrained devices. Although these characteristics are fine for many Internet of Things (IoT) applications, more demanding application requirements could not be met and legacy Internet technologies such as Transmission Control Protocol/Internet Protocol (TCP/IP) could not be used. This has changed with the advent of the new IEEE 802.11ah Wi-Fi standard, which is much more suitable for reliable bidirectional communication and high-throughput applications over a wide area (up to 1 km). The standard offers great possibilities for network performance optimization through a number of physical-and link-layer configurable features. However, given that the optimal configuration parameters depend on traffic patterns, the standard does not dictate how to determine them. Such a large number of configuration options can lead to sub-optimal or even incorrect configurations. Therefore, we investigated how two key mechanisms, Restricted Access Window (RAW) grouping and Traffic Indication Map (TIM) segmentation, influence scalability, throughput, latency and energy efficiency in the presence of bidirectional TCP/IP traffic. We considered both high-throughput video streaming traffic and large-scale reliable sensing traffic and investigated TCP behavior in both scenarios when the link layer introduces long delays. This article presents the relations between attainable throughput per station and attainable number of stations, as well as the influence of RAW, TIM and TCP parameters on both. We found that up to 20 continuously streaming IP-cameras can be reliably connected via IEEE 802.11ah with a maximum average data rate of 160 kbps, whereas 10 IP-cameras can achieve average data rates of up to 255 kbps over 200 m. Up to 6960 stations transmitting every 60 s can be connected over 1 km with no lost packets. The presented results enable the fine tuning of RAW and TIM parameters for throughput-demanding reliable applications (i.e., video streaming, firmware updates) on one hand, and very dense low-throughput reliable networks with bidirectional traffic on the other hand.},
  articleno    = {325},
  author       = {Seferagic, Amina and Kerkhove, Dwight and Tian, Le and Famaey, Jeroen and Munteanu, Adrian and Moerman, Ingrid and Hoebeke, Jeroen and De Poorter, Eli},
  issn         = {1424-8220},
  journal      = {SENSORS},
  keywords     = {M2M COMMUNICATIONS,IEEE 802.11ah,Internet of Things,TCP/IP,bidirectional traffic,scalability,streaming,Traffic Indication Map (TIM),Restricted Access,Window (RAW)},
  language     = {eng},
  number       = {2},
  pages        = {325:1--325:28},
  publisher    = {Mdpi},
  title        = {Performance evaluation of IEEE 802.11ah networks with high-throughput bidirectional traffic},
  url          = {http://dx.doi.org/10.3390/s18020325},
  volume       = {18},
  year         = {2018},
}

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