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7. CONCLUSION and direct revocation in iiot,” IEEE Transactions on
Industrial Informatics, vol. 17, no. 11, pp. 7669–7678,
A ledger-based points transfer system has many potential 2021.
advantages over traditional centralized systems and
are increasingly being applied to computationally and [6] J.-P. Bardyn, T. Melly, O. Seller, and N. Sornin,
storage-constrained IoT nodes. More and more lightweight “Iot: The era of lpwan is starting now,” in ESSCIRC
ledger techniques are being studied, but they are still Conference 2016: 42nd European Solid-State Circuits
insufficient in performance for LPWAN scenarios. To solve Conference, 2016, pp. 25–30.
this problem, we try to maintain the transaction records [7] M. Chen, Y. Miao, Y. Hao, and K. Hwang, “Narrow
of the whole system by selecting some nodes as ledger band internet of things,” IEEE Access, vol. 5, pp.
nodes through a K-means clustering method. Reducing the
20 557–20 577, 2017.
number of ledger nodes can reduce the amount of packet
generation for the whole system, reduce congestion, and [8] A. J. Wixted, P. Kinnaird, H. Larijani, A. Tait,
speed up the transaction time. However, it still can reduce A. Ahmadinia, and N. Strachan, “Evaluation of lora and
the security and integrity of the whole system. In this lorawan for wireless sensor networks,” in 2016 IEEE
paper, through simulation experiments, a specific threshold SENSORS, 2016, pp. 1–3.
is found for different network situations to both reduce the [9] K. Yu, Z. Guo, Y. Shen, W. Wang, J. C.-W. Lin,
overall network packet and guarantee a high level of system and T. Sato, “Secure artificial intelligence of things
security. Specific contributions are as follows. 1) We for implicit group recommendations,” IEEE Internet of
propose an optimized packet transmission mechanism for
Things Journal, pp. 1–1, 2021.
the ledger-based integral transmission system in LPWAN.
2) Simulation results show that our proposed mechanism [10] K. Yu, M. Arifuzzaman, Z. Wen, D. Zhang, and T. Sato,
can well reduce the packet traffic in LPWAN and improve “A key management scheme for secure communications
the success rate of transactions; 3) We summarize the of information centric advanced metering infrastructure
standardization work of ITU-T, ISO, and IEEE on distributed in smart grid,” IEEE Transactions on Instrumentation
ledgers. and Measurement, vol. 64, no. 8, pp. 2072–2085, 2015.
[11] L. Tan, N. Shi, K. Yu, M. Aloqaily, and Y. Jararweh, “A
ACKNOWLEGEMENT
blockchain-empowered access control framework for
smart devices in green internet of things,” ACM Trans.
This research and development work was supported by
the MIC/SCOPE 205003002, “Certification System Using Internet Technol., vol. 21, no. 3, Jun. 2021. [Online].
Simplified LPWA based Distributed Ledger Technology”. Available: https://doi.org/10.1145/3433542
[12] N. Shi, L. Tan, W. Li, X. Qi, and K. Yu, “A
REFERENCES blockchain-empowered aaa scheme in the large-scale
hetnet,” Digital Communications and Networks, 2020.
[1] A. Al-Fuqaha, M. Guizani, M. Mohammadi, [Online]. Available:
M. Aledhari, and M. Ayyash, “Internet of things: https://www.sciencedirect.com/
science/article/pii/S235286482030273X
A survey on enabling technologies, protocols, and
applications,” IEEE Communications Surveys Tutorials, [13] L. Tan, H. Xiao, K. Yu, M. Aloqaily, and
vol. 17, no. 4, pp. 2347–2376, 2015. Y. Jararweh, “A blockchain-empowered crowdsourcing
system for 5g-enabled smart cities,” Computer
[2] U. Raza, P. Kulkarni, and M. Sooriyabandara, “Low Standards Interfaces, vol. 76, p. 103517, 2021.
power wide area networks: An overview,” IEEE [Online]. Available: https://www.sciencedirect.com/
Communications Surveys Tutorials, vol. 19, no. 2, pp.
science/article/pii/S092054892100012X
855–873, 2017.
[14] A. Tekeoglu and N. Ahmed, “Tangochain: A
[3] K. Yu, K. Shibata, T. Tokutake, R. Eguchi, T. Kondo, lightweight distributed ledger for internet of things
Y. Maruyama, X. Qi, Z. Wen, T. Sato, Y. Katsuyama, devices in smart cities,” in 2019 IEEE International
K. Sako, and T. Sato, “A lightweight ledger-based points
Smart Cities Conference (ISC2), 2019, pp. 18–21.
transfer system for application-oriented lpwan,” in 2020
IEEE 6th International Conference on Computer and [15] S. R. Cherupally, S. Boga, P. Podili, and K. Kataoka,
Communications (ICCC), 2020, pp. 1972–1978. “Lightweight and scalable dag based distributed ledger
for verifying iot data integrity,” in 2021 International
[4] C. Feng, K. Yu, A. K. Bashir, Y. D. Al-Otaibi, Y. Lu, Conference on Information Networking (ICOIN), 2021,
S. Chen, and D. Zhang, “Efficient and secure data
pp. 267–272.
sharing for 5g flying drones: A blockchain-enabled
approach,” IEEE Network, vol. 35, no. 1, pp. 130–137, [16] P. Sasikumar and S. Khara, “K-means clustering in
2021. wireless sensor networks,” in 2012 Fourth International
Conference on Computational Intelligence and
[5] K. Yu, L. Tan, M. Aloqaily, H. Yang, and Y. Jararweh,
Communication Networks, 2012, pp. 140–144.
“Blockchain-enhanced data sharing with traceable
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