@article{ART003198660},
author={Li Dongliang and Min, Byung-Won},
title={Research on Data Transmission in Wireless Sensor Networks Based on QP-CSDR and CS-TSSC},
journal={Journal of Internet of Things and Convergence},
issn={2466-0078},
year={2025},
volume={11},
number={2},
pages={23-34}
TY - JOUR
AU - Li Dongliang
AU - Min, Byung-Won
TI - Research on Data Transmission in Wireless Sensor Networks Based on QP-CSDR and CS-TSSC
JO - Journal of Internet of Things and Convergence
PY - 2025
VL - 11
IS - 2
PB - The Korea Internet of Things Society
SP - 23
EP - 34
SN - 2466-0078
AB - In wireless sensor networks (WSNs), reducing communication energy consumption while maintaining communication quality is crucial for extending network lifespan. Compressed sensing (CS) theory enables high-precision data reconstruction even at high compression ratios, effectively reducing communication data volume, lowering energy consumption, and prolonging network life. This chapter delves into the application of CS theory in WSN data transmission, improving the quantum particle swarm optimization-based CS data reconstruction algorithm by considering the characteristics of monitored signals. To address issues of high algorithm complexity and insufficient reconstruction accuracy under high sparsity conditions, a data adaptive length segmentation method based on CS is proposed, further enhancing algorithm performance and offering new perspectives for optimizing WSN data transmission.
KW - compressed sensing;particle swarm;quantum immune cloning;data reconstruction;wireless sensor networks
DO -
UR -
ER -
Li Dongliang and Min, Byung-Won. (2025). Research on Data Transmission in Wireless Sensor Networks Based on QP-CSDR and CS-TSSC. Journal of Internet of Things and Convergence, 11(2), 23-34.
Li Dongliang and Min, Byung-Won. 2025, "Research on Data Transmission in Wireless Sensor Networks Based on QP-CSDR and CS-TSSC", Journal of Internet of Things and Convergence, vol.11, no.2 pp.23-34.
Li Dongliang, Min, Byung-Won "Research on Data Transmission in Wireless Sensor Networks Based on QP-CSDR and CS-TSSC" Journal of Internet of Things and Convergence 11.2 pp.23-34 (2025) : 23.
Li Dongliang, Min, Byung-Won. Research on Data Transmission in Wireless Sensor Networks Based on QP-CSDR and CS-TSSC. 2025; 11(2), 23-34.
Li Dongliang and Min, Byung-Won. "Research on Data Transmission in Wireless Sensor Networks Based on QP-CSDR and CS-TSSC" Journal of Internet of Things and Convergence 11, no.2 (2025) : 23-34.
Li Dongliang; Min, Byung-Won. Research on Data Transmission in Wireless Sensor Networks Based on QP-CSDR and CS-TSSC. Journal of Internet of Things and Convergence, 11(2), 23-34.
Li Dongliang; Min, Byung-Won. Research on Data Transmission in Wireless Sensor Networks Based on QP-CSDR and CS-TSSC. Journal of Internet of Things and Convergence. 2025; 11(2) 23-34.
Li Dongliang, Min, Byung-Won. Research on Data Transmission in Wireless Sensor Networks Based on QP-CSDR and CS-TSSC. 2025; 11(2), 23-34.
Li Dongliang and Min, Byung-Won. "Research on Data Transmission in Wireless Sensor Networks Based on QP-CSDR and CS-TSSC" Journal of Internet of Things and Convergence 11, no.2 (2025) : 23-34.
