Fenghua Huang
Current Organizations / Institutes
The organizations/institutes from the scholar's latest article
Fenghua Huang has a total of 10 co-authors. Here are the top co-authors by number of shared publications:
Luming Yan
3 shared publications- Chih-Min Yu
Department of Information and Computer Engineering, Chung Yuan Christian University, Taoyuan 320314, Taiwan
1 shared publication - Li-Chun Wang
College of Electrical and Computer Engineering, National Yang Ming Chiao Tung University, Hsinchu, Taiwan
1 shared publication - Lingwei Xu
School of Information Science and Technology, Qingdao University of Science and Technology, Qingdao, China
1 shared publication - Meng-Lin Ku
National Central University
1 shared publication Ronggang Gao
Digital China Research Institute (Fujian), Key Laboratory of Spatial Data Mining&Information Sharing of Ministry of Education (Fuzhou University)
1 shared publication
Latest Publications
- 1 October 2023
- Published by Springer Nature
- p. 245-255
Review of Tobacco Planting Area Estimation Based on Machine Learning and Multi-source Remote Sensing Data
- 1 October 2023
- Published by Springer Nature
- p. 245-255
Review of Tobacco Planting Area Estimation Based on Machine Learning and Multi-source Remote Sensing Data
- 10 July 2023
- Published by Springer Nature in Peer-to-Peer Networking and Applications
- Vol. 16 (5) , 2202-2217
Intelligent spectrum sensing algorithm for cognitive internet of vehicles based on KPCA and improved CNN
- 10 July 2023
- Published by Springer Nature in Peer-to-Peer Networking and Applications
- Vol. 16 (5) , 2202-2217
Intelligent spectrum sensing algorithm for cognitive internet of vehicles based on KPCA and improved CNN
- 19 September 2022
- Published by Institute of Electrical and Electronics Engineers (IEEE) in IEEE Internet of Things Journal
- Vol. 10 (2) , 1096-1111
BRATRA: Balanced Routing Algorithm With Transmission Range Adjustment for Energy Efficiency and Utilization Balance in WSNs
In traditional wireless sensor networks (WSNs), packets are mainly transmitted in a multihop routing manner. The multihop transmission, however, leads to a hotspot problem in the sink connectivity area (SCA), and the overall network efficiency is reduced due to the quick battery power exhaustion of nodes in that area. This article proposes a novel balanced routing algorithm with transmission range adjustment (BRATRA) to address the network efficiency problem, including the energy efficiency and utilization issues. First, a balanced routing strategy is designed to deal with the SCA load imbalance problem. With the shortest balanced path, the amounts of forwarding packets for the nodes in the SCA and all the other intralayers become more even. From the perspective of power equilibrium in each routing path, each node then determines its accurate transmission radius according to the derived formula and performs power control to realize the even power utilization between interlayers, thereby prolonging the overall network lifetime. Performance evaluation validates that the proposed BRATRA strategy can achieve efficient power utilization in each intralayer and double the network lifetime as compared to the Dijkstra routing strategy. Additionally, it yields better power utilization fairness among nodes, and on average only 5% of battery power is unused for all network nodes, resulting in a network lifespan ten times larger than that using a conventional strategy.
- 19 September 2022
- Published by Institute of Electrical and Electronics Engineers (IEEE) in IEEE Internet of Things Journal
- Vol. 10 (2) , 1096-1111
BRATRA: Balanced Routing Algorithm With Transmission Range Adjustment for Energy Efficiency and Utilization Balance in WSNs
In traditional wireless sensor networks (WSNs), packets are mainly transmitted in a multihop routing manner. The multihop transmission, however, leads to a hotspot problem in the sink connectivity area (SCA), and the overall network efficiency is reduced due to the quick battery power exhaustion of nodes in that area. This article proposes a novel balanced routing algorithm with transmission range adjustment (BRATRA) to address the network efficiency problem, including the energy efficiency and utilization issues. First, a balanced routing strategy is designed to deal with the SCA load imbalance problem. With the shortest balanced path, the amounts of forwarding packets for the nodes in the SCA and all the other intralayers become more even. From the perspective of power equilibrium in each routing path, each node then determines its accurate transmission radius according to the derived formula and performs power control to realize the even power utilization between interlayers, thereby prolonging the overall network lifetime. Performance evaluation validates that the proposed BRATRA strategy can achieve efficient power utilization in each intralayer and double the network lifetime as compared to the Dijkstra routing strategy. Additionally, it yields better power utilization fairness among nodes, and on average only 5% of battery power is unused for all network nodes, resulting in a network lifespan ten times larger than that using a conventional strategy.
- 5 November 2013
- Published by Springer Nature
- p. 767-778
Study on the Remote Sensing Image Classification Based on SVM and GLCM
- 5 November 2013
- Published by Springer Nature
- p. 767-778
Study on the Remote Sensing Image Classification Based on SVM and GLCM
- 16 September 2013
- Published by China Science Publishing & Media Ltd. in Journal of Computer Applications
- Vol. 33 (3) , 771-775
Reasoning of ontology model for typhoon disasters domain based on Jena
- 16 September 2013
- Published by China Science Publishing & Media Ltd. in Journal of Computer Applications
- Vol. 33 (3) , 771-775
Reasoning of ontology model for typhoon disasters domain based on Jena
- 20 April 2012
- Published by China Science Publishing & Media Ltd. in Journal of Geo-information Science
- Vol. 14 (2) , 209-216
A Tax Administration WebGIS System Based on Service-Oriented Architecture
- 20 April 2012
- Published by China Science Publishing & Media Ltd. in Journal of Geo-information Science
- Vol. 14 (2) , 209-216
A Tax Administration WebGIS System Based on Service-Oriented Architecture