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Malvin Nkomo

dblp:230/3434 · DBLP profile ↗
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1ranked-venue papers
0as first author
1since 2021 · last 2024
—ORCID · unresolved

Domains — the database's venue-derived domains; a paper can count in several

Computer networks · 1 · 1 since 2021

Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.

Computer networks
1 paper
Internet of things and sensor networks · 60% Wireless networking · 40%

Topics — the 5 heaviest of 5, each with the papers that count most for it

TopicWeightPapersLastEvidence papers
Wireless networking › medium access control
carrier sense multiple access
0.812024
Toward Improved Energy Fairness in CSMA-Based LoRaWAN · IEEE/ACM Trans. Netw. 2024
Internet of things and sensor networks › energy management
energy fairness
0.812024
Toward Improved Energy Fairness in CSMA-Based LoRaWAN · IEEE/ACM Trans. Netw. 2024
Internet of things and sensor networks › LPWAN
LoRaWAN
0.812024
Toward Improved Energy Fairness in CSMA-Based LoRaWAN · IEEE/ACM Trans. Netw. 2024
Internet of things and sensor networks
LPWAN
0.812024
Toward Improved Energy Fairness in CSMA-Based LoRaWAN · IEEE/ACM Trans. Netw. 2024
Wireless networking
medium access control
0.812024
Toward Improved Energy Fairness in CSMA-Based LoRaWAN · IEEE/ACM Trans. Netw. 2024

Methods — techniques the papers use, named apart from their topics

channel activity detection · 0.8
YearPublicationVenuePosition
2024 Toward Improved Energy Fairness in CSMA-Based LoRaWAN
abstract
This paper proposes a heterogeneous carrier-sense multiple access (CSMA) protocol named LoHEC as the first research attempt to improve energy fairness when applying CSMA to long-range wide area network (LoRaWAN). LoHEC is enabled by Channel Activity Detection (CAD), a recently introduced carrier-sensing technique to detect LoRaWAN signals even below the noise floor. The design of LoHEC is inspired by the fact that existing CAD-based CSMA proposals are in a homogeneous manner. In other words, they require LoRaWAN end devices to perform identical CAD regardless of the differences of their used network parameter – spreading factor (SF). This causes energy consumption imbalance among end devices since the consumed energy during CAD is significantly affected by SF. By considering the heterogeneity of LoRaWAN in terms of SF, LoHEC requires end devices to perform different numbers of CAD operations with different CAD intervals during channel access. Particularly, the number of needed CADs and CAD interval are determined based on the CAD energy consumption under different SFs. We conduct extensive experiments regarding LoHEC with a practical LoRaWAN testbed including 60 commercial off-the-shelf end devices. Experimental results show that in comparison with the existing solutions, LoHEC can achieve up to$0.85\times $improvement of the energy fairness on average.
Chenglong Shao, Osamu Muta, Kazuya Tsukamoto, Wonjun Lee 0001, Xianpeng Wang 0001, Malvin Nkomo, Kapil R. Dandekar
IEEE/ACM Trans. Netw.6