DocumentCode
128227
Title
Genetic Binary Decision Tree based Packet Handling schema for WBAN system
Author
Kathuria, Madhumita ; Gambhir, Sapna
Author_Institution
Dept. of Comput. Eng., YMCA Univ. of Sci. & Technol., Faridabad, India
fYear
2014
fDate
6-8 March 2014
Firstpage
1
Lastpage
6
Abstract
New generation applications related to Wireless Body Area Network (WBAN) are responsible for gathering and managing heterogeneous data for both real time and non-real time traffic. The proposed algorithm can handle heterogeneous packets by considering characteristics in terms of required bandwidth, required buffer, transmission delay, packet loss, and reliability. The main purpose of the proposed schema is to provide Genetic Binary Decision Tree based Packet Handling (GBDTPH) protocol, which classifies the heterogeneous traffic flow according to rule sets. Decision tree based data classification and prioritization helps in improving the quality of service required for different kinds of flows. The newly designed Prioritized Earliest Deadline Scheduling algorithm provides fairness to low priority packets and helps in overcoming starvation problem. Proposed packet drop module smartly drops deadline exceeded and least frequent used low priority packets.
Keywords
body area networks; decision trees; genetic algorithms; packet radio networks; protocols; quality of service; telecommunication network reliability; telecommunication traffic; GBDTPH protocol; WBAN system; decision tree based data classification; genetic binary decision tree based packet handling schema; heterogeneous packet loss; heterogeneous traffic flow; nonreal time traffic; prioritized earliest deadline scheduling algorithm; quality of service; real time traffic; transmission delay; wireless body area network reliability; Accuracy; Bandwidth; Biological cells; Decision trees; Genetic algorithms; Sociology; Statistics; Binary Decision Tree; Classification; Genetic Algorithm; Packet Handling; Scheduling; WBAN;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering and Computational Sciences (RAECS), 2014 Recent Advances in
Conference_Location
Chandigarh
Print_ISBN
978-1-4799-2290-1
Type
conf
DOI
10.1109/RAECS.2014.6799585
Filename
6799585
Link To Document