Abstract
Although the sensor node is tiny, it covers large areas by connecting these nodes together wirelessly, it called wireless sensor network (WSN). WSNs are one of the common things that still evolving very fast nowadays. Routing protocols challenge the energy consumption of wireless sensor networks. In this paper, we proposed a new Fuzzy Logic and Genetic Algorithm based protocol (FL-GA) for WSNs, as follows, we used the fuzzy logic Mamdani method for finding the best cluster heads. We used two inputs for fuzzy, energy and distance, we used the Genetic Algorithm for optimization. Taking into account variable parameters, the choice of cluster heads will be more efficient and the cluster forming will be more accurate, all the nodes will almost die at the same time. One of the classic routing protocols is the Low Energy Adaptive Clustering Hierarchy (LEACH) protocol. We compared our protocol to the LEACH protocol. Our network nods, still alive much more than the LEACH protocol nodes. The proposed method is more efficient in extending the network lifetime and maximizing the total number of data packets received in the sink.
Original language | English |
---|---|
Title of host publication | Proceedings of the 11th National Technical Seminar on Unmanned System Technology 2019 |
Subtitle of host publication | NUSYS 2019 |
Editors | Zainah Md Zain, Hamzah Ahmad, Dwi Pebrianti, Mahfuzah Mustafa, Nor Rul Hasma Abdullah, Rosdiyana Samad, Maziyah Mat Noh |
Publisher | Springer Singapore |
Pages | 1007-1019 |
Number of pages | 13 |
Volume | 666 |
Edition | 1st |
ISBN (Electronic) | 978911552816 |
ISBN (Print) | 9789811552809, 9789811552830 |
DOIs | |
Publication status | Published - 8 Jul 2020 |
Externally published | Yes |
Event | 11th National Technical Symposium on Unmanned System Technology - Kuantan, Malaysia Duration: 2 Dec 2019 → 3 Dec 2019 Conference number: 11 |
Publication series
Name | Lecture Notes in Electrical Engineering |
---|---|
Publisher | Springer |
Volume | 666 |
ISSN (Print) | 1876-1100 |
ISSN (Electronic) | 1876-1119 |
Conference
Conference | 11th National Technical Symposium on Unmanned System Technology |
---|---|
Abbreviated title | NUSYS 2019 |
Country/Territory | Malaysia |
City | Kuantan |
Period | 2/12/19 → 3/12/19 |